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Journal articles, conference proceedings

DSPACE 2017
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2017

Articles

Speckle reducing for Sentinel-1 SAR data
Sergey Abramov, Oleksii Rubel, Vladimir Lukin, Ruslan Kozhemiakin, Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk
IEEE International Geoscience and Remote Sensing Symposium (IGARSS). 2017. P. 23532356. - DOI: 10.1109/IGARSS.2017.8127463
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Sentinel-2 for agriculture national demonstration in ukraine: Results and further steps
Nataliia Kussul, Andrii Kolotii, Andrii Shelestov, Mykola Lavreniuk, Nicolas Bellemans, Sophie Bontemps, Pierre Defourny, Benjamin Koetz
IEEE International Geoscience and Remote Sensing Symposium (IGARSS). 2017. P. 58425845. - DOI: 10.1109/IGARSS.2017.8128337
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Large scale crop classification using Google earth engine platform
Andrii Shelestov, Mykola Lavreniuk, Nataliia Kussul, Alexei Novikov, Sergii Skakun
IEEE International Geoscience and Remote Sensing Symposium (IGARSS). 2017. P. 36963699. - DOI: 10.1109/IGARSS.2017.8127801
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Cropland productivity assessment for Ukraine based on time series of optical satellite images
Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun, Andrii Shelestov
IEEE International Geoscience and Remote Sensing Symposium (IGARSS). 2017. P. 50075010. - DOI: 10.1109/IGARSS.2017.8128127
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Ukrainian cropland through decades: 1990-2016
N. Kussul, A. Kolotii, T. Adamenko, B. Yailymov, A. Shelestov, M. Lavreniuk
IEEE First Ukraine Conference on Electrical and Computer Engineering (UKRCON). 2017. P. 856860. - DOI: 10.1109/UKRCON.2017.8100369
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Impact of SAR data filtering on crop classification accuracy
M. Lavreniuk, N. Kussul, M. Meretsky, V. Lukin, S. Abramov, O.Rubel
IEEE First Ukraine Conference on Electrical and Computer Engineering (UKRCON). 2017. P. 912917. - 10.1109/UKRCON.2017.8100381
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Land degradation estimation from global and national satellite based datasets within UN program
Nataliia Kussul, Andrii Kolotii, Andrii Shelestov, Bohdan Yailymov, Mykola Lavreniuk
9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS). 2017. P. 383386. - 10.1109/IDAACS.2017.8095109
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Biophysical parameters mapping within the SPOT-5 Take 5 initiative
Andrii Shelestov, Andrii Kolotii, Sergii Skakun, Bettina Baruth, Raul Lopez Lozano, Bohdan Yailymov
European Journal of Remote Sensing. 2017. DOI: doi:10.1080/22797254.2017.1324743
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Early season large-area winter crop mapping using MODIS NDVI data, growing degree days information and a Gaussian mixture model
Sergii Skakun, Belen Franch, Eric Vermote, Jean-Claude Roger, Inbal Becker-Reshef, Christopher Justice, Nataliia Kussul
Remote Sensing of Environment. 2017. Vol. 195. P. 244258. - DOI: 10.1016/j.rse.2017.04.026.
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Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data
Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun, Andrii Shelestov
IEEE Geoscience and Remote Sensing Letters. 2017. Vol. 12. No. 5. P. 778 - 782. - DOI: 10.1109/LGRS.2017.2681128.
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The state of actual land use monitoring in the leading countries with use of satellite data
Andrii Shelestov, Bohdan Yailymov
Ukrainian journal of remote sensing. 2017. 12. C. 59-66. (in Ukrainian)
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Analytical review of european projects lucas and corine for monitoring and validation of Land Cover and land-use on the basis of satellite and ground observations and experience of land cover mapping in Ukraine
Y. I. Zelyk, N. M. Kussul, A. Yu. Shelestov, B. Ya. Yailymov
Ukrainian journal of remote sensing. 2017. 12. C. 10-36.(in Ukrainian)
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Exploring Google Earth Engine Platform for Big Data Processing: Classification of Multi-Temporal Satellite Imagery for Crop Mapping
Andrii Shelestov, Mykola Lavreniuk, Nataliia Kussul, Alexei Novikov, Sergii Skakun.
Frontiers in Earth Science. 2017. - Vol. 5. Article 17. - P. 1-10. DOI: doi.org/10.3389/feart.2017.00017.
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Conferences

Impact Of Different Satellite Data On The Crop Classification Map Accuracy In Ukraine

N. Kussul, M. Lavreniuk, A. Shelestov, B. Yailymov
10th International Workshop on Advances in the Science and Applications of SAR Interferometry and Sentinel-1 InSAR (FRINGE 2017), 5-9 June 2017, Aalto Universit, Helsinki, Finland
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Fusion Of Sentinel-1A And Sentinel-1B Data To Discover Of Crop Planting And Crop Phenology Phases

N. Kussul, A. Shelestov, M. Lavreniuk, A. Novikov, B. Yailymov
10th International Workshop on Advances in the Science and Applications of SAR Interferometry and Sentinel-1 InSAR (FRINGE 2017), 5-9 June 2017, Aalto Universit, Helsinki, Finland
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Deep Learning for land cover mapping
. Lavreniuk
17-th Ukrainian Conference on Space Research. Conference papers, (21-25 August 2017, Odessa). - .: 2017 - ISSN 2309-2130. - P. 186.
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Big Data challenge and opportunities for satellite monitoring
A. Shelestov
17-th Ukrainian Conference on Space Research. Conference papers, (21-25 August 2017, Odessa). - .: 2017 - ISSN 2309-2130. - P. 191.
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(Land Degradation Neutrality)
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17-th Ukrainian Conference on Space Research. Conference papers, (21-25 August 2017, Odessa). - .: 2017 - ISSN 2309-2130. - P. 201.
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HORIZON 2020 ERA-PLANET:
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17-th Ukrainian Conference on Space Research. Conference papers, (21-25 August 2017, Odessa). - .: 2017 - ISSN 2309-2130. - P. 204.
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17-th Ukrainian Conference on Space Research. Conference papers, (21-25 August 2017, Odessa). - .: 2017 - ISSN 2309-2130. - P. 205.
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17-th Ukrainian Conference on Space Research. Conference papers, (21-25 August 2017, Odessa). - .: 2017 - ISSN 2309-2130. - P. 211.
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17-th Ukrainian Conference on Space Research. Conference papers, (21-25 August 2017, Odessa). - .: 2017 - ISSN 2309-2130. - P. 214.
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17-th Ukrainian Conference on Space Research. Conference papers, (21-25 August 2017, Odessa). - .: 2017 - ISSN 2309-2130. - P. 215.
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17-th Ukrainian Conference on Space Research. Conference papers, (21-25 August 2017, Odessa). - .: 2017 - ISSN 2309-2130. - P. 216.
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Validation Techniques for Land Cover and Land Use Maps
Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov
Worldcover 2017 conference (1416 March 2017 | ESAESRIN | Frascati (Rome), Italy) - 2016 . - P. 47-48.
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Rule-Based Framework for Crop Identification Using Temporal and Phenological Metrics: A Multi-Temporal and Multi-Sensor Approach
Gohar Ghazaryan, Olena Dubovyk, Fabian Low, Mykola Lavreniuk, Andrii Kolotii, Jurgen Schellberg, Nataliia Kussul
Worldcover 2017 conference (1416 March 2017 | ESAESRIN | Frascati (Rome), Italy) - 2016 . - P. 71.
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Large Scale Crop Classification Using Deep Learning Approach
Nataliia Kussul, Mykola Lavreniuk, Andrii Shelestov, Alexei Novikov, Bohdan Yailymov
Worldcover 2017 conference (1416 March 2017 | ESAESRIN | Frascati (Rome), Italy) - 2016 . - P. 85-86.
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2016

Articles

High resolution land cover for Ukraine
Nataliia Kussul, Andrey Yu. Shelestov, Ruslan Basarab, Bohdan Yailymov, Mykola Lavreniuk, Andrii Kolotii
Space research in Ukraine. - January 2016. - P. 44-47.
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Towards an Improved Environmental Understanding of Land Surface Dynamics in Ukraine Based on Multi-Source Remote Sensing Time-Series Datasets from 1982 to 2013
Gohar Ghazaryan, Olena Dubovyk, Nataliia Kussul, Gunter Menz
Remote Sensing - July 2016. - vol.8,N. 617 - DOI: 10.3390/rs8080617.
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Validation methods for regional retrospective high resolution land cover for Ukraine
Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Tamara Oliinyk, Alexander Kosteckyi
Geoscience and Remote Sensing Symposium (IGARSS), 2016 IEEE International - 10-15 July 2016. - P. 4502-4505. - DOI: 10.1109/IGARSS.2016.7730174.
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Towards a set of agrosystem-specific cropland mapping methods to address the global cropland diversity
Francois Waldner, Nataliia Kussul, Guerric le Maire, S. Dupuy
International Journal of Remote Sensing. - July 2016. - vol. 3714, 14. - P. 3196-3231. - DOI: 10.1080/01431161.2016.1194545.
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Efficiency Assessment of Multitemporal C-Band Radarsat-2 Intensity and Landsat-8 Surface Reflectance Satellite Imagery for Crop Classification in Ukraine
S. Skakun, N. Kussul, A. Y. Shelestov, M. Lavreniuk and O. Kussul
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. - Aug. 2016. - vol. 9, 8. - P. 3712-3719. - DOI: 10.1109/JSTARS.2015.2454297.
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Land Cover Changes Analysis Based on Deep Machine Learning Technique
Nataliya N. Kussul, Nikolay S. Lavreniuk, Andrey Yu. Shelestov, Bogdan Ya. Yailymov, Igor N. Butko
Journal of Automation and Information Sciences. - 2016. - P. 42-54. - DOI: 10.1615/JAutomatInfScien.v48.i5.40.
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Parcel-based Crop Classification in Ukraine Using Landsat-8 Data and Sentinel-1A Data
Kussul N., Lemoine G., Gallego J., Skakun S., Lavreniuk M, and Shelestov A.Y.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. - 2016. - vol. 9, 6, - P. 2500 - 2508. - DOI: 10.1109/JSTARS.2016.2560141.
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A Unified Cropland Layer at 250 m for Global Agriculture Monitoring
Waldner, F., Fritz, S., Di Gregorio, A., Plotnikov, D., Bartalev, S., Kussul, N., ... & Low, F.
Data. 2016. Vol. 1, No. 1. P. 1-13. - DOI: 10.3390/data1010003.
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Deep Learning Approach For Large Scale Land Cover Mapping Based On Remote Sensing Data Fusion
N. Kussul, A. Yu. Shelestov, M. Lavreniuk, S. V. Skakun
Geoscience and Remote Sensing Symposium (IGARSS), 2016 IEEE International 2016. - P. 198-201. DOI: 10.1109/IGARSS.2016.7729043.
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Large-Scale Classification of Land Cover Using Retrospective Satellite Data
M.S. Lavreniuk, S.V. Skakun, A. Ju. Shelestov, B.Ya. Yalimov, S.L. Yanchevskii, D.Ju. Yaschuk and A.M. Kosteckiy
Cybernetics and Systems Analysis. 2016. Vol 52, No 1. - P. 127-138. DOI: 10.1007/s10559-016-9807-4.
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Conferences

Essential climatic variables estimation with satellite imagery
Andrii Kolotii, Nataliia Kussul, Andrey Yu. Shelestov, Mykola Lavreniuk
The American Geophysical Union (AGU) Fall Meeting 2016 (San Francisco, USA, December, 1216, 2016) - 2016.

Convolutional Neural Network For Multi-Source Deep Learning Crop Classification In Ukraine
Mykola Lavreniuk
The American Geophysical Union (AGU) Fall Meeting 2016 (San Francisco, USA, December, 1216, 2016) - 2016.

Sen2-Agri country level demonstration for Ukraine
Andrii Kolotii, Nataliia Kussul, Andrey Yu. Shelestov, Mykola Lavreniuk
The American Geophysical Union (AGU) Fall Meeting 2016 (San Francisco, USA, December, 1216, 2016) - 2016.

Large scale crop mapping in Ukraine using Google Earth Engine
Andrey Yu. Shelestov, Mykola Lavreniuk, Nataliia Kussul
The American Geophysical Union (AGU) Fall Meeting 2016 (San Francisco, USA, December, 1216, 2016) - 2016.

Developing in season and end of season crop maps with multitemporal optical and sar satellite imagery
M.S. Lavreniuk
16th Ukrainan conference on Space Research (Odesa, August, 2227, 2016)- 2016.- P. 178.
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Sentinel-2 for agriculture project: national demo for Ukraine
N.M. Kussul, A.JU. Shelestov, A.V. Kolotii
16th Ukrainan conference on Space Research (Odesa, August, 2227, 2016)- 2016.- P. 176.
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Sen2-Agri: Deployment of National Sentinel-2 products distribution Center in Ukraine
Nataliia Kussul, Andrii Shelestov, Andrii Kolotii
Materials of reports of the 5th International Conference GEO-UA 2016 (October 10-14, 2016, Kyiv). - 2016.- P. 63 64.
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Sen2-Agri: Leaf Area Index mapping for the territory of Ukraine
Nataliia Kussul, Andrii Shelestov, Andrii Kolotii, Bohdan Yailymov
Materials of reports of the 5th International Conference GEO-UA 2016 (October 10-14, 2016, Kyiv). - 2016.- P. 31 32.
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Winter cereal detection based on seasonality metrics derived from Landsat time series
Gohar Ghazaryan, Andrii Kolotii, Nataliia Kussul, Olena Dubovyk
Materials of reports of the 5th International Conference GEO-UA 2016 (October 10-14, 2016, Kyiv). - 2016.- P. 27 28.
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Along the season crop maps development using multi-temporal optical and SAR satellite imagery
N. Kussul, M. Lavreniuk, A. Shelestov, B. Yailymov, G. Yailymova
Materials of reports of the 5th International Conference GEO-UA 2016 (October 10-14, 2016, Kyiv). - 2016.- P. 7 8.
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Land cover land use change (LCLUC) with remote sensing: state-of-the-art review
S. Skakun, N. Kussul, M. Lavreniuk
i XIV - i i, ii i i i i, i, (26-28 2016 ., . , ). - 2016 .- . 2, c. 178-179. ( )
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2015

Articles

Regression analysis of indicators of crop production in regions of Ukraine with use of statistical and satellite data
A. Shelestov, I. Butko, . Lavreniuk, B. Yalimov, A. Kolotii
Inductive modeling of complex systems. - 2015. - Issue. 7. - P. 282-290.
Link (in Ukrainian)>>>

Inductive Modeling of biophysical parameters within the experiment SPOT-5 Take 5
A. Shelestov, A. Kolotii, A. Kosteckiy
Inductive modeling of complex systems. - 2015. - Issue. 7. - P. 291-298.
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Building a Data Set over 12 Globally Distributed Sites to Support the Development of Agriculture Monitoring Applications with Sentinel-2
Bontemps, Sophie; Arias, Marcela; Cara, Cosmin; Dedieu, Gerard; Guzzonato, Eric; Hagolle, Olivier; Inglada, Jordi; Matton, Nicolas; Morin, David; Popescu, Ramona; Rabaute, Thierry; Savinaud, Mickael; Sepulcre, Guadalupe; Valero, Silvia; Ahmad, Ijaz; Begue, Agnes; Bingfang, Wu; de Abelleyra, Diego; Diarra, Alhousseine; Dupuy, Stephane; French, Andrew; ul Hassan Akhtar, Ibrar; Kussul, Nataliia; Lebourgeois, Valentine; Le Page, Michel; Newby, Terrence; Savin, Igor; Veron, Santiago R.; Koetz, Benjamin; Defourny, Pierre.
Remote Sens. 2015, 7, 16062-16090.
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Regional retrospective high resolution land cover for Ukraine: methodology and results
Mykola Lavreniuk, Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Bohdan Yailymov
Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International - P. 3965-3968.
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Mapping of biophysical parameters based on high resolution EO imagery for JECAM test site in Ukraine
Andrii Shelestov, Andrii Kolotii, Fernando Camacho, Sergii Skakun, Olga Kussul, Mykola Lavreniuk, Oleksandr Kostetsky
Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International - P. 1733-1736.
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Parcel based classification for agricultural mapping and monitoring using multi-temporal satellite image sequences
Nataliia Kussul, Guido Lemoine, Javier Gallego, Sergii Skakun, Mykola Lavreniuk
Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International - P. 165-168.
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Retrospective regional level land cover map for Ukraine: methodology of development and results analysis
N. Kussul, A. Shelestov, S. Skakun, R. Basarab, B. Yaylimov, M. Lavreniuk, A. Kolotii, D. Yashchuk
Space Science and Technology. - 2015. - Vol. 21, No 3. - P. 3139.
Link (in Ukrainian)

Efficiency Assessment of Multitemporal C-Band Radarsat-2 Intensity and Landsat-8 Surface Reflectance Satellite Imagery for Crop Classification in Ukraine
S.Skakun, N.Kussul, A.Y. Shelestov, M.Lavreniuk, O. Kussul
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. - 2015. - DOI: 10.1109/JSTARS.2015.2454297.

Geospatial intelligence and data fusion techniques for sustainable development problems
N.Kussul, A.Shelestov, R.Basarab, S.Skakun, O.Kussul, M. Lavreniuk
11th International Conference on ICT in Education, Research and Industrial Applications: Integration, Harmonization and Knowledge Transfer, ICTERI 2015 (14-16 May 2015, Lviv, Ukraine). - 2015. - Vol.1356. - P. 196-203.

Regional scale crop mapping using multi-temporal satellite imagery
N. Kussul, S. Skakun, A. Shelestov, M. Lavreniuk, B. Yailymov, O. Kussul
International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences. 2015. - P. 45-52.
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Comparison of biophysical and satellite predictors for wheat yield forecasting in Ukraine
A. Kolotii, N. Kussul, A. Shelestov, S. Skakun, B. Yailymov, R. Basarab, M. Lavreniuk, T. Oliinyk, V. Ostapenko
International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences. 2015. - P. 39-44.
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The use of satellite data for agriculture drought risk quantification in Ukraine
Sergii Skakun, Nataliia Kussul, Andrii Shelestov, Olga Kussul
Geomatics, Natural Hazards and Risk. 2015. P. 1-18. DOI: 10.1080/19475705.2015.1016555.
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Conferences

THE USE OF GOOGLE TOOLS FOR LAND COVER MAPPING BASED ON DECISION TREE CLASSIFICATION
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Wheat yield forecasting in Ukraine
N. Kussul, A. Shelestov, A. Kolotii, D. Yashchuk
Proceedings of the International Conference Astronomy School for Young Scientists. Problems of Astronomy and Space (Zhytomyr, 20 22 May 2015). Kyiv-Zhytomyr. 2015. P. 96-97.
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Biophysical parameters modeling based on high resolution earth observation imaginary
Kussul N. M., Shelestov A. Yu., Kolotii A. V.
Proceedings of the International Scientific Conference Modern Problems of Mathematical Modeling and Computational Methods(Rivne, 19 22 February 2015). Rivne : EPD RSHU, 2015. P. 226 .
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2014

Books, tutorials

Image Disaster risk analysis based on satellite data. Models and technologies
Kussul N., Skakun S., Shelestov A.
Kyiv, Naukova Dumka - 2014. - 184 p. (in Russian)

The work is dedicated method preparation and technologies for geospatial risks analysis of natural disasters. It is proposed a problem statement of geospatial risks assessment, related to natural disasters, and demonstrated the methodology of solution using diverse information (satellite and ground data, data modeling). The stages of problem solving and the ensemble approach for the data processing are justified. Examples of practical application of the developed methods and information technologies to risk estimate for floods and droughts. For researchers engaged disaster risk modeling and elimination of the consequences of this disasters, teachers and high school students of relevant specialties.

Download>>>
Image Geospatial analysis of disaster risk
Kussul N., Skakun S., Shelestov A.
Kyiv, Naukova Dumka - 2014. - 258 p. (in Ukrainian)

Download>>>


Articles

Reconstruction of Missing Data in Time-Series of Optical Satellite Images Using Self-Organizing Kohonen Maps
Sergey Skakun, Ruslan Basarab
Journal of Automation and Information Sciences. - 2014. - Vol. 46, 12. - P. 19 - 26.
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Resilience Aspects in the Sensor Web Infrastructure for Natural Disaster Monitoring and Risk Assessment Based on Earth Observation Data
N. Kussul, S. Skakun, A. Shelestov, O. Kussul and B. Yailymov
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. - 2014. - Vol. 7, No. 9 - P. 3826 - 3832.
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Flood Hazard and Flood Risk Assessment Using a Time Series of Satellite Images: A Case Study in Namibia
S. Skakun, N. Kussul, A. Shelestov, O. Kussul
Risk Analysis. - 2014. - Vol. 34, No. 8. - doi: 10.1111/risa.12156. - P. 1521 1537.
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Service-oriented infrastructure for flood mapping using optical and SAR satellite data
N. Kussul, A. Shelestov, S. Skakun, G. Li, O. Kussul, J. Xie
International Journal of Digital Earth . - 2014. - Vol. 7, No. 10 - P. 829 845.
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Efficiency assessment of using satellite data for crop area estimation in Ukraine
J. Gallego, N. Kussul, S. Skakun, O. Kravchenko, A. Shelestov, O. Kussul
International Journal of Applied Earth Observation and Geoinformation. - 2014. - No. 29. - P. 22 30.
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The use of satellite SAR imagery to crop classification in Ukraine within JECAM project
Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Olga Kussul
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International - P. 1497-1500.
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Efficiency estimation of different satellite data usage for winter wheat yield forecasting in Ukraine
Nataliia Kussul, Andrii Kolotii, Sergii Skakun, Andrii Shelestov, Olga Kussul, Tamara Oliynuk
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International - P. 5080-5082.
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Quantitative estimation of drought risk in Ukraine using satellite data
Sergii Skakun, Nataliia Kussul, Olga Kussul, Andrii Shelestov
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International - P. 5091-5094.
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Orthorectification of Sich-2 satellite images using elastic models
Oleksii Kravchenko, Mykola Lavrenyuk, Nataliia Kussul
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International - P. 2281-2284.
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Conferences

Restoration of missing data in time-series of Landsat-8 and Sich-2 satellite images using self-organizing Kohonen maps
Skakun Sergii, Basarab Ruslan
Proceeding V International Scientific Conference Student and Young Scientists "Information technology: economics, technology, education", (Kyiv, NULES of Ukraine, 13-14 November 2014). - 2014. - P. 92 - 94.

Regression based winter wheat yield forecasting in Ukraine with use of heterogeneous satellite data
Andrii Kolotii, Sergii Skakun, Andrii Shelestov
Proceeding V International Scientific Conference Student and Young Scientists "Information technology: economics, technology, education", (Kyiv, NULES of Ukraine, 13-14 November 2014). - 2014. - P. 114 - 115.

Validation of Global EO Biophysical Products at JECAM Test Site in Ukraine
Skakun Sergii, Kussul Nataliia, Kravchenko Oleksiy, Basarab Ruslan, Ostapenko Vadym, Yailymov Bohdan, Shelestov Andrii, Kolotii Andrii, Mironov Andrii
40th COSPAR Scientific Assembly, (Held 2-10 August 2014, in Moscow, Russia) - Vol. 40. - P. 3117.
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Dealing with missing data in remote sensing images within land and crop classification
Skakun Sergii, Kussul Nataliia, Basarab Ruslan
40th COSPAR Scientific Assembly, (Held 2-10 August 2014, in Moscow, Russia) - Vol. 40. - P. 3116.
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omparison of winter wheat yield forecasting results with use of multisource satellite data
Nataliia Kussul, Andrii Kolotii, Sergii Skakun, Andrii Shelestov, Olga Kussul
14-th Ukrainian conference on space research, (September, 8-12, 2014, Uzhorod). - K.: 2014 - P. 160.

Ensemble approach to wheat yield forecasting in Ukraine
Nataliia Kussul, Andrii Kolotii, Sergii Skakun, Andrii Shelestov, Olga Kussul, Oleksii Kravchenko
EGU General Assembly Conference Abstracts. Vol. 16. - P. 5437.
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Heterogeneous Data Fusion Methods for Disaster Risk Assessment using Grid Infrastructure
Nataliia Kussul, Sergii Skakun, Andrii Shelestov
EGU General Assembly Conference Abstracts. Vol. 16. - P. 5924.
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The crosscalibration algorithm of Sich-2 data
R. Basarab, N. Kussul
Earth observation for sustainable development and security: Materials of reports of the Fourth International Conference GEO-UA 2014 (2014, Kyiv). ISBN 978-966-02-7248-4 (electronic publication). P. 17 - 19.
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Predictors selection results validation for wheat yield forecasting in Ukraine
Andrii Kolotii
Earth observation for sustainable development and security: Materials of reports of the Fourth International Conference GEO-UA 2014 (2014, Kyiv). ISBN 978-966-02-7248-4 (electronic publication). P. 47 - 48.
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Informational technology for yield forecasting with use of multisource satellite data
Andrii Kolotii, Andrii Shelestov
Earth observation for sustainable development and security: Materials of reports of the Fourth International Conference GEO-UA 2014 (2014, Kyiv). ISBN 978-966-02-7248-4 (electronic publication). P. 49 - 50.
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The new algorithm for Sich-2 image georeferencing
O. M. Kravchenko, M. S. Lavrenyuk, R. M. Basarab, N. M. Kussul
Earth observation for sustainable development and security: Materials of reports of the Fourth International Conference GEO-UA 2014 (2014, Kyiv). ISBN 978-966-02-7248-4 (electronic publication). P. 53 - 55.
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Estimating relative efficiency of use multisource satellite data for winter wheat yield forecasting in Ukraine
Nataliia Kussul, Andrii Kolotii, Sergii Skakun, Andrii Shelestov, Olga Kussul
Earth observation for sustainable development and security: Materials of reports of the Fourth International Conference GEO-UA 2014 (2014, Kyiv). ISBN 978-966-02-7248-4 (electronic publication). P. 62 - 64.
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Regional Support Office of UN-SPIDER in Ukraine
Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Andrii Kolotii
Earth observation for sustainable development and security: Materials of reports of the Fourth International Conference GEO-UA 2014 (2014, Kyiv). ISBN 978-966-02-7248-4 (electronic publication). P. 65 - 67.
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JECAM project in Ukraine: current status
Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Andrii Kolotii
Earth observation for sustainable development and security: Materials of reports of the Fourth International Conference GEO-UA 2014 (2014, Kyiv). ISBN 978-966-02-7248-4 (electronic publication). P. 68 - 70.
link>>>

Ukrainian part of IGMASS-project: current state
Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Andrii Kolotii
Earth observation for sustainable development and security: Materials of reports of the Fourth International Conference GEO-UA 2014 (2014, Kyiv). ISBN 978-966-02-7248-4 (electronic publication). P. 71 - 72.
link>>>

2013

Articles

Application of satellite optical and SAR images for crop mapping and area estimation in Ukraine
N. Kussul, S. Skakun, O. Kravchenko, A. Shelestov, J. F. Galleo, O. Kussul
International Journal "Information Tecnologies & Knowledge". - 2013. - Vol. 7, No. 3. - P. 203-210.
link>>>

Crop clasification in Ukraine using satellite optical and SAR images
N. Kussul, S. Skakun, A. Shelestov, O. Kravchenko, O. Kussul
Models&Analyses. - 2013. - No. 2. - . 118-128.
link>>>

JECAM Activities in Ukraine
A. Shelestov, S. Skakun, R. Basarab , T. Baranova
EARTH Bioresources and Life Quality. - 2013. - Vol. 4.

Winter wheat yield forecasting: A comparative analysis of results of regression and biophysical models
Kogan F., Kussul N., Adamenko T., Skakun S., Kravchenko O., Kryvobok O., Shelestov A., Kolotii A., Kussul O., Lavrenyuk A
Journal of Automation and Information Sciences. - 2013. - Vol. 45, No. 6. - . 68-81.
link>>>

Use of the Eearth Observing One (EO-1) Satellite for the Namibia SensorWeb Flood Early Warning Pilot
Mandl D., Frye S., Cappelaere P., Handy M., Policelli F., Katjizeu M., Van Langenhove G., Aube G., Saulnier J.-F., Sohlberg R., Silva J.A., Kussul N., Skakun S., Ungar S.G., Grossman R., Szarzynski J.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. - 2013. - Vol. 6, No. 2. - . 298-308.
link>>>

Winter wheat yield forecasting in Ukraine based on Earth observation, meteorological data and biophysical models
Kogan F., Kussul N., Adamenko T., Skakun S., Kravchenko O., Kryvobok O., Shelestov A., Kolotii A., Kussul O., Lavrenyuk A.
International Journal of Applied Earth Observation and Geoinformation. - 2013. - Vol. 23. - P. 192-203.
link>>>

Geospatial information system for agricultural monitoring
Shelestov A.Yu., Kravchenko A.N., Skakun S.V., Voloshin S.V., Kussul N.N.
Cybernetics and Systems Analysis. - 2013. - Vol. 49, No. 1. - . 124-132.
link>>>

Assessing security threat scenarios for utility-based reputation model in Grids
Kussul, O., Kussul, N., Skakun S.
Computers & Security. - 2013. - Vol. 34. - P. 1-15.
link>>>

Service-oriented infrastructure for flood mapping using optical and SAR satellite data
Kussul N., Shelestov A., Skakun S., Guoqing Li, Kussul O., Jibo Xie
International Journal of Digital Earth (accepted, in press). - 2013.
link>>>

Sensor Web approach to Flood Monitoring and Risk Assessment
Kussul N., Skakun S., Shelestov A., Kussul O.
2013 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2013), (21-26 July 2013, Melbourne, Australia).
link>>>

Assessment of relative efficiency of using MODIS data to winter wheat yield forecasting in Ukraine
Kussul O., Kussul N., Skakun S., Kravchenko O., Shelestov A., Kolotii A.
2013 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2013), (21-26 July 2013, Melbourne, Australia). - P. 3235 - 3238
link>>>

Conferences

Natural disasters risk assessment:application of earth observarion and sensor web technologies
S.Skakun
13TH Ukrainan conference of space research, (september 2-6 2013). - . 174.

Earth observation from space and in situ measurements to support agriculture monitoring:Jecam Ukraine activities
N.Kussul, A. Shelestov, S.Skakun, O.Kravchenko
13TH Ukrainan conference of space research, (september 2-6 2013). - . 178.

Ukraine activities in the global agricultural monitoring initiative GEO-GLAM: Current state? challenges & ways forward
N.Kussul, A. Shelestov, S.Skakun, O.Kravchenko
13TH Ukrainan conference of space research, (september 2-6 2013). - . 176.

2012

Articles

The use of time-series of satellite data to flood risk mapping
S. Skakun
Int. J. on Information Models and Analyses. - 2012. - Vol. 1, No. 3. - . 260-270.

Crop state and area estimation in Ukraine based on remote and in-situ observations
N. Kussul, A. Shelestov, S. Skakun, O. Kravchenko, B. Moloshnii
Int. J. on Information Models and Analyses. - 2012. - Vol. 1, No. 3. - . 251-259.

Probabilistic estimation of trust model and threat resistance analysis in service-oriented systems
N. Kussul,O. Kussul, S. Skakun
Int. J. on Information Models and Analyses. - 2012. - Vol. 1, No. 1 - P. 28-46.

Crop area estimation in Ukraine using satellite data within the MARS project
N. Kussul, S. Skakun, A. Shelestov, O. Kravchenko, J.F. Gallego, O. Kussul.
2012 IEEE International Geoscience and Remote Sensing Symposium, 22-27 July, 2012, Munich, Germany (accepted) 2.433
Link>>>

Interoperable Infrastructure for Flood Monitoring: SensorWeb, Grid and Cloud
N. Kussul, D. Mandl, K Moe, J.P. Mund, J. Post, A. Shelestov, S. Skakun, J. Szarzynski, G. Van Langenhove, M. Handy.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. - 2012. - Vol. 5, No. 6.
Link>>>

The Wide Area Grid Testbed for Flood Monitoring Using Earth Observation Data
N. Kussul, A. Shelestov, S. Skakun, G. Li, O. Kussul.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. - 2012. - Vol. 5, No. 6. - P. 1746-1751.
Link>>>

Efficiency Assessment of Different Approaches to Crop Classification Based on Satellite and Ground Observations
J.F. Gallego,O. Kravchenko, N. Kussul, S. Skakun, A. Shelestov,Y Gripich.
Journal of Automation and Information Sciences. 2012. - Vol. 44, No. 5. - P. 6780.
Link>>>

Conferences

The use of satellite data for drought monitoring & food security in Ukraine in the context of climate change
S. Skakun, N. Kussul, F. Kogan, T. Adamenko, O. Kravchenko, A. Shelestov, O. Kussul, A. Kolotii
United Nations International Conference on Space-based Technologies for Disaster Management "Risk Assessment in the Context of Global Climate Change"

Flood hazard mapping from satellite optical imagery
S. Skakun
" ", ( , 12 - 16 2012 .).

2011

Books

Image Grid and Cloud Database Management Grid
In Fiore, S.; Aloisio, G. (Eds.). 2011, Springer.
Kussul N., Shelestov A., Skakun S. / Technologies for Satellite Data Processing and Management Within International Disaster Monitoring Projects.// In Fiore, S.; Aloisio, G. (Eds.).
Springer, 2011. - . 279-306.
link>>>

Download>>>
Image Intelligent Data Processing in Global Monitoring for Environment and Security
ITHEA, iev-Sofia, 2011.
Kussul N., Shelestov A., Skakun S., Kravchenko O. / High-performance Intelligent Computations for Environmental and Disaster Monitoring.
ITHEA, iev-Sofia, 2011. - P. 76-103.
Contents

Download>>>
Image Use of Satellite and In-Situ Data to Improve Sustainability
F. Kogan, A. Powell, O. Fedorov (Eds.). - NATO Science for Peace and Security Series C: Environmental Security, Springer, 2011.
Kussul N., Shelestov A., Skakun S. / Flood Monitoring on the Basis of SAR Data.// F. Kogan, A. Powell, O. Fedorov (Eds.). - NATO Science for Peace and Security Series C: Environmental Security.
Springer, 2011. - P. 19-29.
link>>>

2011

Articles

Grid computing technology for hydrological applications
Lecca G. , Petitdidier M., Hluchy L., Ivanovic M., Kussul N., Ray N., Thieron V.: Grid computing technology for hydrological applications
Journal of Hydrology. - 2011. - Vol. 403, No. 1-2. - P. 186-199.
Link>>>

Environmental Risk Assessment Using Geospatial Data and Intelligent Methods
Nataliia Kussul, Sergii Skakun, Oleksii Kravchenko
International Journal "Information Technologies & Knowledge". - 2011. - Vol.5, No. 2. - . 129-140.
Download>>>

Space Information Technologies: State of Art and Prospects in Ukraine(in Russian)
Kussul N.
In: O. Fedorov (Eds.) Collected works"The Space Research Prospects of Ukraine"- Kyiv: Academperiodica, 2011. - P. 148-153.

Natural Disaster Risk Assessment Based on the Ensemble Processing and Technology of Heterogeneous Geaspatial Data Fusion (in Ukrainian)
Zyelyk Ya, Kussul N., Skakun S, Shelestov A.
Space Science and Technology. - 2011. - . 17. 1. - . 6064.
Download>>>

Distributed agromonitoring system(in Russian)
Shelestov A., Morze N., Kussul O., Grypych Yu.
In: Krassimir Markov, Vitalii Velychko (Eds)Applicable Information Models. - ITHEA, Sofia, 2011 - . 115-124.
Download>>>

Flood Probability Dancity Function based on Satellite and In-situ Data(in Russian)
Skakun S
Scientific papers of Donetsk National Technical University issue "Informatics, Cybernetics and Computer Engineering". - 2011. - Vol. 185, No. 13. - P. 115-120.
Download>>>

Geoinformational Monitoring System for Agricultural Enterprise(in Ukrainian)
Shelestov A., Kussul N., Skakun S, Kravchenko O., Voloshun S., Zagorodny E.
Scientific papers of Donetsk National Technical University issue "Informatics, Cybernetics and Computer Engineering". - 2011. - Vol. 185, No. 13. - P. 121-125.
Download>>>

Web-portal for Agromonitoring System (in Russian)
Shelestov A., Kravchenko ., Voloshun S, Grypych Ju., Kussul O., Mironov A., Pravdyukov P.
Science and Innovations. - 2011. - . 7, 3. - P. 3035.
Link>>>

Geoinformational Farmer's System(in Russian)
Shelestov A., Kussul N. , Zagorodny E., Voloskun S., Skakun S., Kravchenko ., Kolotij .
Science and Innovations. - 2011. - . 7, 3. - P. 2529.
Link>>>

Web-system for UN-SPIDER Regional Support Office in Ukraine (in Russian)
Skakun S.
Science and Innovations. 2011. - . 7, 3. - P. 17-24.
Link>>>

Distributed System for Agricultural Monitoring in Ukraine(in Russian)
Shelestov A., Skakun S, Kravchenko O., Kussul N.
. - 2011. - . 8, 1. - . 141-149.
Download>>>

Optimization of Decision Making Processes in the Experts' Systems of Planning of Special Apparatuses of the Earth Remote Sensing Satellites(in Russian)
Kussul N., Janchevskiy S., Kravchenko O.
. - 2011. - . 8, 3. - . 64-75.
Download>>>

Conferences

Regression Models of Crop Assessment with the Usage of Satellite and Agrometheorological Data(in Russian)
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The Nninth Annual All-Russian Open Conference Actual Problems in Remote Sensing of the Earth from Space, (Moscow IKI RAN, 2011). - P. 103.
Link>>>

Task Execution Planning in Complex Structural Satellite Monitoring System(in Russian)
Kussul O.
The Nninth Annual All-Russian Open Conference Actual Problems in Remote Sensing of the Earth from Space, (Moscow IKI RAN, 2011). - P. 104
Link>>>

Intelligent Approach to Risk Assessment Based on Geospatial Information(in Russian)
Kussul N., Skakun S., Shelestov A.
Computational Intelligence (Results, Problems and Perspectives): Proceedings of the First International Conference (10-13 May 2011, Cherkasy) Cherkasy: McLaut, 2011. - P. 38.
Download>>>

A Fine-grained QoS Approach to MeasuringRreputation in GRID Systems
Kussul O., Novikov O. A
Computational Intelligence (Results, Problems and Perspectives): Proceedings of the First International Conference (10-13 May 2011, Cherkasy) Cherkasy: McLaut, 2011. - P. 139.
Download>>>

The Use of Time-series of Satellite Imagery and Ground Observations to Flood Hazard Mapping
Skakun S.
Computational Intelligence (Results, Problems and Perspectives): Proceedings of the First International Conference (10-13 May 2011, Cherkasy) Cherkasy: McLaut, 2011. - P. 140.
Download>>>

Risk Analysys in Crop area Assessment(in Russian)
Grypych Ju.
Computational Intelligence (Results, Problems and Perspectives): Proceedings of the First International Conference (10-13 May 2011, Cherkasy) Cherkasy: McLaut, 2011. - P. 158-160
Download>>>

Geoinformational Itellectual System of Crop State Monitoring(in Russian)
Shelestov A., Skakun S, Kravchenko O.
Computational Intelligence (Results, Problems and Perspectives): Proceedings of the First International Conference (10-13 May 2011, Cherkasy) Cherkasy: McLaut, 2011. - P. 263
Download>>>

Ansemble Method of Crop Classification(in Russian)
Grypych Yu.
XIII International Youth Scientific and Practical Conference "Human and Space", Dnipropetrovs'k, Ukraine. - 2011. - ISSN 2221-4550. - P. 573
Download>>>

Disaster Monitoring in UN-SPIDER Regional Support Office(in Russian)
Kolotii A., Mironov A.
XIII International Youth Scientific and Practical Conference "Human and Space", Dnipropetrovs'k, Ukraine. - 2011. - ISSN 2221-4550. - P. 308
Download>>>

2010

Books, tutorials

Image Collective monograph "State and perspectives of computer science in Ukraine"
Kussul N., Shelestov A. / Optimization of the difficult distributed Grid-system.
Kyiv, Naukova Dumka, 2010. - P. 510-517. (in Russian)

Articles

Disaster Risk Assessment Based on Heterogeneous Geospatial Information
Nataliya N. Kussul, Boris V. Sokolov, Yarema I. Zyelyk, Vyacheslav A. Zelentsov, Sergey V. Skakun, Andrey Yu. Shelestov
Journal of Automation and Information Sciences. - 2010. - Vol. 42, No. 12. - P. 32-45.

ABSTRACT
An integrated approach to assessment of disasters risk on the basis of heterogeneous geospatial information based on an ensemble approach to the analysis and data fusion technologies is proposed. It is stated that the created in perspective on the basis of proposed by Ukrainian authors of this article approach for risk assessment system may be an important component of the developed integrated intelligent system of monitoring and control of potentially dangerous complex objects and processes in crisis situations. Creation of such system is coordinated by SPIIRAN (and in particular, by Russian authors of this article) within the bounds of International Global Aerospace Monitoring System (IGMASS) project, initiated by the Russian Space Agency and supported by a number of national space agencies, including NSA of Ukraine.

High performance Intelligent Computations for Environmental and Disaster Monitoring
Kussul N., Shelestoov A., Skakun S., Kravchenko O.
In Intelligent Data Processing in Global Monitoring for Environment and Security (Krassimir Markov, Vitalii Velychko editors). ITHEA, Sofia, 2010. - P. 64-92.

The Data Fusion Grid Infrastructure: Project Objectives and Achievements
Hluchy L., Kussul N., Shelestov A., Skakun S., Kravchenko O., Gripich Y., Kopp P., Lupian E.
Computing and Informatics. - 2010. - Vol. 29, No. 2. - P. 319-334.

A Neural Network Approach to Flood Mapping Using Satellite Imagery
Skakun S.
Computing and Informatics. 2010. Vol. 29, No. 3. P. 1001-1012.

Geo-Informational Infrastructure of emergency and environmental monitoring
Kussul N., Skakun S., Shelestov A.
Science and Innovations. - 2010. - 4. - P. 13-20. (in Ukrainian)

Geo-information service for flood monitoring using satellite data
Skakun S.
Science and Innovations. - 2010. - 4. - P. 21-28. (in Ukrainian)

Service-oriented infrastructure for flood monitoring using satellite data
Shelestov A.,Kussul N.,Skakun S.,Mironov A.
Scientific papers of Donetsk National Technical University issue "Informatics, Cybernetics and Computer Engineering". - 2010. - Vol. 164, No. 11. - . 133-139.

Flood risk assessment using heterogeneous geospatial data
Skakun S.
Scientific papers of Donetsk National Technical University issue "Informatics, Cybernetics and Computer Engineering". - 2010. - Vol. 165, No. 12. - . 94-98.

Intellectual Approach to Crop Classification
Kravchenko O.
"Informatics, Cybernetics and Computer Engineering". - 2010. - Vol. 164, No. 11. - . 106-113.

Vegetation state and risk assessment based on statistical learning theory
Gripich Y.
"Informatics, Cybernetics and Computer Engineering". - 2010. - Vol. 164, No. 11. - . 122-128.

Analysis of Efficiency of Reputation-based Trust Models Application in Grid-systems
Kussul O., Novikov O, Shvets S S.
"Informatics, Cybernetics and Computer Engineering". - 2010. - Vol. 165, No. 12. - . 126-134.

2009

Articles

Intelligent Computations for Flood Monitoring
Kussul Nataliia, Shelestov Andrii, Skakun Serhiy
International Book Series "Advanced Studies in Software and Knowledge Engineering " (ed. Markov K., Ivanova K., Mitov I.). - 2008. - No. 2. - P. 48-54.

Grid and sensor web technologies for environmental monitoring
Kussul N., Shelestov A., Skakun S. // Earth Science
Informatics. - 2009. - Vol. 2, No. 1-2. - P. 37-51.

Product metadata system GEO-Ukraine
Kussul Nataliia, Lavrenyuk Alla, Lavrenyuk Sergiy, Grypych Yuliia
Collection of scientific papers of Donetsk National Technical University issue "Informatics, Cybernetics and Computer Engineering". - 2009. - Vol. 153, No. 10. - . 92-100.

Neural network method for flood mapping based on satellite images
Skakun S.
Collection of scientific papers of Donetsk National Technical University issue "Informatics, Cybernetics and Computer Engineering" - 2009. - Vol. 153, No. 10. - . 115-120.

To the question of Information Security Grid-system
Shelestov A., Skakun S., Kussul O., Hoang Din Hyu .
Collection of scientific papers of Donetsk National Technical University issue "Informatics, Cybernetics and Computer Engineering" - 2009. - Vol. 153, No. 10. - . 121-130.

Providing security of Grid-systems, based on the model of users behavior
Shelestov A., Lavrenyuk S.
Cybernetics and Computer Engineering - 2009. - Vol. 156. - P. 87-96.

Data Fusion Grid Segment
Kussul N., Hluchy L., Shelestov A., Skakun S., KravchenkoO., Ilin M., Gripich Yu., Lavrenyuk A.
Space Science and Technology. - 2009. - Vol. 15. No. 2. - P. 49-55.

bstract
This paper presents a Grid infrastructure that is being developed at the Space Research Institute NASU NSAU, and integrates the resources of several geographically distributed organizations. The use of Grid technologies is motivated by the need to make computations in the near real time for fast response to natural disasters and to manage large volumes of satellite data. We use the Grid infrastructure for a number of applications that heavily rely on Earth observation data. The applications include: weather prediction, flood monitoring, biodiversity assessment, crop yield prediction, and Earth land parameters estimation.

High-performance Intelligent Computations for Environmental andDisaster Monitoring
Kussul N., Shelestov A., Skakun S., Kravchenko O.
International Journal on Information Theory and Applications. - 2009. - Vol. 16. (is published)

2008

Books, tutorials

Image Grid Systems for Earth Observations. Architecture, models and technologies
Kussul N., Shelestov A.
Kyiv, Naukova Dumka, 2008. - P. 452 (in Russian)
Monograph is dedicated to the questions of Grid-systems modeling and creation with respect to the specifics of applied tasks of Earth observation. The architecture, methods of modeling and technologies of creation of modern systems are taken apart. The authors introduce the integrated system approach to analysis and modeling of such systems on different stages of life-cycle. All of the proposed approaches have been successfully approved during the creation of international level real systems.
Monograph of high interest both for experienced specialists in the field of informational technologies and for young scientists, just starting their career. For the experienced specialist the new results and the analysis of known approaches to creation and modeling of such systems are represented in the book. The book will help the newbie to learn the state of art of the research in this field

Download>>>
To purchase the book, please, contact: inform@ikd.kiev.ua

 

Journal articles

Grid System for Flood Extent Extraction from Satellite Images
Kussul N., Shelestov A., Skakun S.
Earth Science Informatics. - 2008. - Vol. 3-4, No. 1. - P. 105-117.

Intelligent Computations for Flood Monitoring
Kussul Nataliia, Shelestov Andrii, Skakun Serhiy
International Book Series "Advanced Research in Artificial Intelligence" (ed. Markov K., Ivanova K., Mitov I.). - 2008. - No. 2. - P.48-54.

Vegetation Assessment and Yield Prediction of Winter Crops in Ukraine Using Satellite Data
Kussul Nataliia , Ilin Mykola, Skakun Serhiy, Lavrenyuk Alla
International Book Series "Decision Making and Business Intelligence, Strategies and Techniques" (ed. Markov K., Ivanova K., Mitov I.). - 2008. - No. 3. - P. 103-109.

Grid Approach To Satellite Monitoring Systems Integration
Kussul Nataliia, Shelestov Andrii, Skakun Serhiy
International Book Series "Advanced Studies in Software and Knowledge Engineering " (ed. Markov K., Ivanova K., Mitov I.). - 2008. - No. 4. - P. 75-82.

Intelligent Model of User Behavior in Distributed Systems
Shelestov A., Skakun S., Kussul O.
International Journal on Information Theory and Applications. - 2008. - Vol. 15, No. 1. - P. 70-76.

Data Assimilation Technique For Flood Monitoring and Prediction
Kussul N., Shelestov A., Skakun S., Kravchenko O.
International Journal on Information Theory and Applications. - 2008. - Vol. 15, No. 1. - P. 76-84.

Agent-based Anomalies Monitoring in Distributed Systems
Shelestov A.
International Journal on Information Theory and Applications. - 2008. - Vol. 15, No. 4. - P. 377-382.

Workflow Modelling in Grid System for Satellite Data Processing
Shelestov A.
International Journal on Information Theory and Applications. - 2008. - Vol. 15, No. 3. - P. 225-231.

Grid Infrastructure for Satellite Data Processing in Ukraine
Kussul N., Shelestov A., Korbakov M., Kravchenko O., Skakun S., Ilin M.
International Journal "Information Technologies and Knowledge". - 2008. - Vol. 2, No. 1. - P. 69-76.

Metadata and Geospatial Data Processing On the Base of XML and Grid
Shelestov A., Korbakov M., Zynovyev M.
International Journal "Information Technologies and Knowledge". - 2008. - Vol. 2, No. 3. - P. 251-257.

Distributed visualization systems in remote sensing data processing GRID
Shelestov A., Kravchenko O., Ilin M.
International Journal "Information Technologies and Knowledge". - 2008. - Vol. 2, No. 1. - P. 76-82.

Modeling of the Grid System Node Behavior Based on Petri Nets
Shelestov A.Yu.
J. of Automation and Inf. Sciences. - 2008. - Vol. 40, No. 2. - P. 41-51.

Practical issues of Sensor Web implementation and gridification
Kussul N. , Korbakov M., Kravchenko O.
Problems in Programming. - 2008. - 2-3. - P. 533-540.

Interoperability issues of Earth observation Grid systems
Shelestov A., Skakun S., Korbakov M.
Problems in Programming. - 2008. - 2-3. - pp. 139-144.

Neural network methods for flood monitoring using satellite radar data
Kussul N., Lupian E., Shelestov A., Skakun S., Savorskiy V., Tischenko Yu.
Issledovanie Zemli iz Kosmosa (Earth Observations from Space). - 2008. - No. 4. (in Russian, in print)

Automatic system for interplanetary shock prediction in solar wind
Kussul N.N., Shelestov A.Yu., Skakun S.V., Zhytomyrska K.G.
Space Science and Technology. - 2008. - Vol. 1, No. 14. (in Ukrainian, in print)

Approaches and toolds to modelling of Grid systems for satellite data processing
Shelestov A.Yu.
Problems in Programming. - 2008. - 2-3. - P. 713-720. (in Russian)

Identification of models and state assessment of Grid systems
Shelestov A.Yu.
Scientific Bulletin of NGU. - 2008. - 3. - P. 61-69. (in Russian)

Simulation of job execution in Grid systems
Shelestov A., Mishin A., Hoang Din Huo
Proc. of National Univeristy of Mines. - 2008. - 30. - P. 291-303. (in Russian)

Conferences

Flood extent extraction from SAR imagery: lessons learned
Skakun S.
Proc. of the First Conference on Earth Observations for Sustainable Development and Security, (Kyiv, Ukraine, June 3-5, 2008). - P. 110-111.

Using land surface model to monitor drought
Kussul N., Kravchenko O.
Proc. of the First Conference on Earth Observations for Sustainable Development and Security, (Kyiv, Ukraine, June 3-5, 2008). - P. 111-112.

Yield crop prediction using satellite remote-sensing data
Kussul N., Lupian E., Illin N.
Proc. of the First Conference on Earth Observations for Sustainable Development and Security, (Kyiv, Ukraine, June 3-5, 2008). - P. 236-237. (in Russian)

Assimilation of satellite data into regional NWP models
Kussul N., Kravchenko A.
Proc. of the First Conference on Earth Observations for Sustainable Development and Security, (Kyiv, Ukraine, June 3-5, 2008). - P. 125-126. (in Russian)

Architecture and implementation of meta-data catalogue for GEO-UA system
Shelestov A., Lavrenyuk A.
Proc. of the First Conference on Earth Observations for Sustainable Development and Security, (Kyiv, Ukraine, June 3-5, 2008). - P. 129-130. (in Ukrainian)

Application of open geospatial standards for the satellite monitoring systems development
Kussul N., Shelestov A., Illin N., Korbakov M., Hoang Din Huo
Proc. of the First Conference on Earth Observations for Sustainable Development and Security, (Kyiv, Ukraine, June 3-5, 2008). - P. 126-128. (in Russian)

InterGrid testbed for flood monitoring
N. Kussul, A. Shelestov, S. Skakun, G. Li
European Geosciences Union General Assembly 2008, (Vienna, Austria, 13 - 18 April 2008) (EGU2008-A-00385).

Simulation cascade of NWP and land surface model for drought monitoring
Kravchenko O., Kussul N.
European Geosciences Union General Assembly 2008, (Vienna, Austria, 13 - 18 April 2008) (EGU2008-A-00582).

ESA CAT-1 Project: Wide Area Grid Testbed
Kussul N., Shelestov A.
WGISS 25 meeting, Sanya, China, Feb. 25-29, 2008.

ESA CAT-1 Project - Wide Area Grid Testbed
Kussul N.
3rd ESA GRID & e-Collaboration Workshop for the Earth Science Community, (Frascati, Italy, Jan. 16-17, 2008).

INTAS-CNES-NSAU Project: Data Fusion Grid Infrastructure
Skakun S.
3rd ESA GRID & e-Collaboration Workshop for the Earth Science Community, (Frascati, Italy, Jan. 16-17, 2008).

2007

Books, tutorials

Image Intelligent Computations for Earth Observation Data Processing
Kussul N., Shelestov A., Skakun S., Kravchenko A.
Kyiv, Naukova Dumka, 2007. - 196 p. (in Russian)

Monograph is dedicated to modern tasks and methods of Earth observation data processing. The usage of intelligent computations and data integration methods for solving numerous tasks are taken apart. In particular, monitoring and prediction of floods, assessment of the vegetation state and biodiversity, meteorological parameters gathering using the satellite and modeling data, structure and parametrical identification of complex models, space weather parameters prediction. All scientific thesis's are illustrated by the results of computer modeling
The book is designed for professionals in intelligent computations, mathematical modeling and satellite data processing

Download>>>
To purchase the book, please, contact: inform@ikd.kiev.ua

 

Journal articles

Determination of Inundated Territories on the Basis of Integration of Heterogeneous Data
Kussul N., Lupian E., Shelestov A., Skakun S., Tishchenko Yu., Hluchy L.
Journal of Automation and Information Sciences. - 2007. - Vol. 39, No. 9. - P. 42-51.

Structural-functional analysis of the Grid-system components
Shelestov A.Yu.
Journal of Automation and Information Sciences. - 2007. - Vol. 39, No. 12. - P. 56-68.

An object task modelling in Grid system for satellite data processing
Shelestov A.Yu.
Donetsk National Technical University. - 2007. - Vol. 120, No. 8. - P. 317-330. (in Russian)

Structural and parametric identification of models of control objects using genetic algorithms
Shelestov A.Yu.
Control Systems and Machines. - 2007. - No. 5. (in Russian)

Environmental monitoring of water resources in Ukrainian segment of GEOSS
Shelestov A.Yu. , Kravchenko A.N., Kussul N.N.
Proc. of the Conference on "Information and Communication Technologies and Information Society in Ukraine". - 2007. - P. 81-90. (in Russian)

Information service for biodeversity assesment in the context of Ukrainian segment of GEOSS
Kussul N.N., Popov M.O, Shelestov A.Yu., Stankevich S.A., Korbakov M.B., Kravchenko O.M., Kozlova A.O.
Science and Innovations. - 2007. - 6. - P. 13-25. (in Ukrainian)

Conferences

Grid technologies in environmental monitoring systems
Kussul N.N., Lupyan E.A., Shelestov A.Yu., Hluchy L., Kopp P., Korbakov M.B.
Proc. of the Fifth Opened Conference Current Aspects of Remote Sensing of Earth from Space, (IKI RAN, Moscow, Russia, Nov. 12-16, 2007). (in Russian)

Fusion of microwave satellite data for environmental monitoring
Shelestov A.Yu., Skakun S.V., Tishchenko Yu.G.
Proc. of the Fifth Opened Conference Current Aspects of Remote Sensing of Earth from Space, (IKI RAN, Moscow, Russia, Nov. 12-16, 2007). (in Russian)

Integration of regional systems of satellite monitoring using standard map interfaces
Lupyan E.A. , Savorsky V.P., Proshin A., Efremov V., Kussul N.N., Shelestov A.Yu., Iliin N.I., Korbakov M.B.
Proc. of the Fifth Opened Conference Current Aspects of Remote Sensing of Earth from Space, (IKI RAN, Moscow, Russia, Nov. 12-16, 2007). (in Russian)

Data fusion in systems of environmental monitoring
Kussul N.N., Kravchenko A.N.
Proc. of the Fifth Opened Conference Current Aspects of Remote Sensing of Earth from Space, (IKI RAN, Moscow, Russia, Nov. 12-16, 2007). (in Russian)

XML and Grid based Approach for Metadata Extraction and Geospatial Data Processing
Shelestov A., Korbakov M., Zynovyev M.
Proc. of the Fifth International Conference Information Research and Applications, (Varna, Bulgaria, 2007). - P. 415-422.

Complex Neural Network Model of User Behavior in Distributed Systems
Shelestov A., Skakun S., Kussul O.
Proc. of XIII-th International Conference Knowledge-Dialogue-Solutions, (Varna, Bulgaria, 2007). - P. 42-49.

Biodiversity estimation using neural networks
Shelestov A., Nasuro E., Skakun S.
Proc. of XIII-th International Conference Knowledge-Dialogue-Solutions, (Varna, Bulgaria, 2007). - P. 49-55. (in Russian)

Agent-based Anomalies Monitoring in Distributed Systems
Shelestov A.
Proc. of XIII-th International Conference Knowledge-Dialogue-Solutions, (Varna, Bulgaria, 2007). - P. 594-599.

Automatic detection interplanetary shock based on ACE satellite measurments
Shelestov A., Zhytomyrska K., Iliin N., Kremenetsky I.
Proc. of XIII-th International Conference Knowledge-Dialogue-Solutions, (Varna, Bulgaria, 2007). - P. 599- 606. (in Russian)

Grid Infrastructure for Satellite Data Processing in Ukraine
N. N. Kussul, A. Yu. Shelestov, M. B. Korbakov, A. N. Kravchenko, S. V. Skakun, N. I. Ilin, A. I. Rudakova, V. I. Pasechnik
Proc. of the Fifth International Conference Information Research and Applications, (Varna, Bulgaria, 2007). - P. 407-415.

Development of catalogue for metadata using open geospatial standards
Shelestov A.Yu., Rudakova A.I., Lavrenyuk A.N.
Proceedings of 7-th Ukrainian Conference of Space Research, (NCCVSM, Evpatoria, Ukraine, 2007). - P. 108-109. (in Russian)

Geospatial Metadata Processing Based on XML and Grid systems
Shelestov A., Korbakov M.
Proceedings of 7-th Ukrainian Conference of Space Research, (NCCVSM, Evpatoria, Ukraine, 2007). 2007. - P. 186.

Grid Infrastructure for Data Fusion Problems
Kussul N., Hluchy L., Kopp P., Lupian E.
Proceedings of 7-th Ukrainian Conference of Space Research, (NCCVSM, Evpatoria, Ukraine, 2007). 2007. - P. 206.

Wide Area Grid (WAG)
Kopp P., Petiteville I., Shelestov A., Li G.
Proceedings of 7-th Ukrainian Conference of Space Research, (NCCVSM, Evpatoria, Ukraine, 2007). - P. 209.

GEO-UA: Ukrainian segment of GMES and GEOSS
Fedorov O.P., Kussul N.N.
Proc. of the 3rd Belarus Space Congress (23-25 October, 2007, Minsk, Belarus). - P. 38-42. (in Russian)

Flood Monitoring and Prediction Using Satellite and Modelling Data
Kussul N.N., Shelestov A.Yu., Skakun S.V., Kravchenko A.N.
Proc. of the 3rd Belarus Space Congress (23-25 October, 2007, Minsk, Belarus). - P. 219-224.

Flood prediction using numerical weather prediction models
Kussul N.M., Kravchenko O.M., Iliin M.I.
Proceedings of 7-th Ukrainian Conference on Space Research, (NCCVSM, Evpatoria, Ukraine, 2007). (in Ukrainian)

Neural network approach to flood extend extraction from SAR satellite imagery
Skakun S.V., Kravchenko O.M., Kussul O.M.
Proceedings of 7-th Ukrainian Conference on Space Research, (NCCVSM, Evpatoria, Ukraine, 2007). (in Ukrainian)

IP Shock Forecasting from ACE Satellite Data
Shelestov A.Yu., Zhytomyrska K.G., Iliin N.I.
First Conference on Earth Science and Space for Society, (Kiev, Ukraine, 25-27 June 2007). (in Ukrainian)

Flood extent extraction from satellite data
Kussul N.M., Shelestov A.Yu., Skakun S.V., Kravchenko O.M.
First Conference on Earth Science and Space for Society, (Kiev, Ukraine, 25-27 June 2007). (in Ukrainian)

Service for flood forecasting using meteorological modelling data
Kussul N.M., Kravchenko O.M., Illin M.I
First Conference on Earth Science and Space for Society, (Kiev, Ukraine, 25-27 June 2007). (in Ukrainian)

Creation of metadata catalogue based on international standards
Shelestov A.Yu, Rudakova A.I., Lavrenyuk A.N.
First Conference on Earth Science and Space for Society, (Kiev, Ukraine, 25-27 June 2007). (in Ukrainian)

Neural network model for flood extent extraction using satellite data
Kussul N.M., Shelestov A.Yu. , Skakun S.V.
Second Conference on Modelling and Computer Vision, (10-12 October 2007, Donetsk, Ukraine). (in Russian)

Cascade of models for flood forecasting
Kussul N.M., Kravchenko O.M.
Second Conference on Modelling and Computer Vision, (10-12 October 2007, Donetsk, Ukraine). (in Russian)

Modelling and development of distributed systems for geospatial data visualization
Illin N.I., Kravchenko O.M.
Second Conference on Modelling and Computer Vision, (10-12 October 2007, Donetsk, Ukraine). (in Russian)

Model of Grid System Computational Node Using Petri Nets
Shelestov A.Yu.
Second Conference on Modelling and Computer Vision, (10-12 October 2007, Donetsk, Ukraine). (in Russian)

2006

Books, tutorials

Image Intelligent Computations (approved by Ministry of Education and Science of Ukraine)
Kussul N.M, Shelestov A.Yu., Lavrenyuk A.M.
Kyiv, Naukova Dumka, 2006. 186 p. (in Ukrainian)
To purchase the book, please, contact: inform@ikd.kiev.ua

 

Journal articles

Services for Satellite Data Processing
Shelestov A., Kravchenko O., Korbakov M.
International Journal Information Theories and Applications. - 2006. - Vol. 12, No. 3. - P. 272-276.

Grid-enabling Satellite Image Archive Prototype for UA Space Grid Testbed
Shelestov A., Lobunets A., Korbakov M.
International Journal Information Theories and Applications. - 2006. - Vol. 12, No. 4. - P. 351-357.

Grid-infrastructure simulation
Shelestov A.Ju., Kussul N.N., Skakun S.V.
J. Problems of Programming. 2006. - 2-3. P. 221-230.

An Agent Approach for Providing Security in Distributed Systems
N. Kussul, A. Shelestov, S. Skakun.
International Scientific Journal of "Computing". - 2006. - Vol. 5, No. 2. - P. 18-22.

Comparative Analysis of Neural Networks and Statistical Approaches to Remote Sensing Image Classification
N. Kussul, S. Skakun, O. Kussul.
International Scientific Journal of "Computing". - 2006. - Vol. 5, No. 2. - P. 93-99.

Grid Technologies in Monitoring Systems Based on Satellite Data
Shelestov Andrey Yu., Kussul Nataliya N., Skakun Sergey V.
J. of Automation and Information Science. - 2006. - Vol. 38, No. 3. - P. 69-80.

Implementation of OGC standards for development of distributed systems of geospatial data visualization and presentation
Kravchenko O.M., Shelestov A.Yu.
J. Problems of Programming. - 2006. - 2-3. - P. 135-139. (in Ukrainian)

Implementation of Grid-infrastructure for satellite data processing
Shelestov A.Yu., Korbakov M.B., Lobunets O.G.
J. Problems of Programming. - 2006. - 2-3. - P. 94-101. (in Ukrainian)

Grid technologies in Ukrainian segment of GEOSS
Shelestov A.Yu., Kravchenko A.M., Korbakov M.B., Kussul N.N., Skakun S.V., Rudakova A.I., Iliin N.I., Tyutyunnik L.I.
J. of Communications (special edition). - 2006. - P. 106-125. (in Russian)

Architectural principles of the Grid system for satellite data processing
Shelestov A.Yu.
Kibernetika i Vychislitelnaya Technika (Cybernetics and Computer Engineering). - 2006.- 152. - P. 41-61. (in Russian)

Conferences

An Agent Approach for Providing Security in Distributed Systems
Serhiy Skakun, Nataliya Kussul.
Proceedings of the International Scientific and Technical Conference "Actual problems of radioelectronics, telecommunications and computer engineering" (TCSET2006, Slavsko, Ukraine). - P. 212-215.

Abstract
In this paper an agent approach for providing security in distributed systems such as computer networks, Grid systems is presented. This approach envisages on-line and off-line monitoring in order to analyze users' activity. For this purpose neural networks are used.

Grid System for Satellite Data Processing
Shelestov A.
Proceedings of the International Scientific and Technical Conference "Actual problems of radioelectronics, telecommunications and computer engineering" (TCSET2006, Slavsko, Ukraine). - P. 183-185.

Analysis of neural and statistical approaches to the classification of satellite imagery Landsat-7
Kussul N.N., Skakun S.V., Kussul N.M
Proc. of ISDMIT-2006 Conference, (Kherson, Ukraine). - Vol. 1. - P. 117-120. (in Russian)

Some aspects of the decision support system within the framework of Ukrainian segment GEOSS / GMES
Shelestov A.Yu., Zhytomyrska K.G., Veremeenko Yu.A
Proc. of ISDMIT-2006 Conference, (Kherson, Ukraine). - Vol. 1. (in Russian)

Using XML technologies for creating electronic textbooks
Lavrenyuk A.N., Rudakova A.I., Pasechnik V.I.
Proc. of ISDMIT-2006 Conference, (Kherson, Ukraine). - Vol. 4. - P. 27-29. (in Russian)

Comparative Analysis of Neural Networks and Statistical Approaches to Remote Sensing Image Classification
Kussul N., Skakun S., Kussul O.
Propp. Of The Fourth International Conference on Neural Networks and Artificial Intelligence (ICNNAI`2006), (2006, Brest, Belarus). - P. 175-181.

An Approach to Interplanetary Shocks Prediction Using Single ACE/EPAM Channel Data
Turchenko V., Demchuk V., Sachenko A., Veremeyenko Y.
Propp. Of The Fourth International Conference on Neural Networks and Artificial Intelligence (ICNNAI`2006), (2006, Brest, Belarus). - P. 140-144.

Agent-based Anomalies Monitoring in Distributed Systems
Andriy Shelestov, Serhiy Skakun.
2nd Workshop on Large Scale Computations on Grids (LaSCoG '06)

Grid Infrastructure for Satellite Data Processing in Ukraine
Nataliya Kussul, Andriy Shelestov, Serhiy Skakun, Oleksiy Kravchenko, Mykhailo Korbakov.
2nd Workshop on Large Scale Computations on Grids (LaSCoG '06).

Information security infrastructure in Grid system for satellite data processing
Korbakov M.B., Shelestov A.Yu., Zhytomyrska K.G., Iliin N.I.
Proceedings of the 4th Summer School for Young Scientists SCIENTIFIC SPACE RESEARCH, (Evpatoriya, Crimea, Ukraine, 2006). - P. 24-25. (in Russian)

Service for numerical weather prediction
Kravchenko A.M.
Proceedings of the 4th Summer School for Young Scientists SCIENTIFIC SPACE RESEARCH, (Evpatoriya, Crimea, Ukraine, 2006). - P. 26. (in Russian)

Classification of Optical Sayellite Imagery using Modular Neural Networks
Skakun S.V., Kussul O.M.
Proceedings of the 4th Summer School for Young Scientists SCIENTIFIC SPACE RESEARCH, (Evpatoriya, Crimea, Ukraine, 2006) - P. 40. (in Russian)

Development of service for water resources monitoring with use of remote sensing data
Shelestov A.Yu., Kravchenko A.M., Skakun S.V., Korbakov M.B.
International scientific conference "Modern Problems of Hydrobiology. Prospects and Solutions", (Kherson, 2006) - P. 206-208. (in Russian)

Algorithms for tasks scheduling in Grid systems
Korbakov M.B.
6th Ukrainian Conference of Space Research, Evpatoria, Crimea, Ukraine, National Centre for Management and testing of space vehicles NSAU, 2006. (in Russian)

Development of a hierarchy of the portals for Ukrainian segment of GEOSS-GMES
Zhytomyrska K.G., Shelestov A.Yu.
6th Ukrainian Conference of Space Research, Evpatoria, Crimea, Ukraine, National Centre for Management and testing of space vehicles NSAU, 2006. (in Ukrainian)

Meta-data Presentation in Ukrainian segment of GEOSS-GMES
Rudakova A.I., Kussul N.N., Kravchenko A.M., Zhytomyrska K.G.
6th Ukrainian Conference of Space Research, Evpatoria, Crimea, Ukraine, National Centre for Management and testing of space vehicles NSAU, 2006. (in Ukrainian)

System for visualization of geospatial data in Ukrainian segment of GEOSS/GMES
I .I., Kravchenko O.M.
6th Ukrainian Conference of Space Research, Evpatoria, Crimea, Ukraine, National Centre for Management and testing of space vehicles NSAU, 2006. (in Ukrainian)

Implementation of Web-portal for Ukrainian space weather system
Veremeenko Yu., Zhytomyrska K., Gripich Yu.
6th Ukrainian Conference of Space Research, Evpatoria, Crimea, Ukraine, National Centre for Management and testing of space vehicles NSAU, 2006. (in Ukrainian)

2005

Books, tutorials

Image Application of
Kussul N.N., Shelestov A.Yu.
Moscow: Williams, 2005.
To purchase the book, please, contact: inform@ikd.kiev.ua

 

Programming. Fundamentals of Web Applications Development (for 2nd year students of Physics & Technology Institute of NTUU "KPI")
Kussul N.M, Shelestov A.Yu., Lavrenyuk A.M., Skakun S.V.
Kyiv: Polytechnika, 2005. 52 p. (in Ukrainian)

Journal articles

Problems and Prospects of Development of an Information Earth Observation System in the Ukraine
Fedorov Oleg P., Kussul Nataliya N., Shelestov Andrey Yu.
Journal of Automation and Information Sciences, 2005, Vol. 37, Issue 12, pp. 35-39.

Implementation of the Neural Network Model of Users of Computer Systems on the Basis of Agent Technology
Sergey V. Skakun, Nataliya N. Kussul, Alexander G. Lobunets
Journal of Automation and Information Sciences, 2005, Vol. 37, Issue 4, pp. 11-18.

Mathematical modeling behaviour of users of computer systems
Skakun S.V.
Mathematical Machines and Systems. 2005. 2. pp. 122-129. (in Russian)

Nonparametric identification integrated neural patterns of behaviour of users of computer systems
Skakun S.V.
Kibernetika i Vychislitelnaya Technika (Cybernetics and Computer Engineering). 2005. Issue 147. pp. 45-62. (in Russian)

Grid technology and agent approach to distributed systems developement
Kussul N.N., Shelestov A.Yu., Skakun S.V., Lobunets A.G.
Zvyazok (J. of Communication). 2005. 6. pp. 56-59. (in Russian)

Development of virtual information space for collaboration on space projects
Kussul N.M, Lavrenyuk A.M., Shelestov A.Yu., Lobunets A.G., Skakun S.V.
Space Science and Technology. 2005. Vol. 11, Issue 3/4. pp. 100-102. (in Ukrainian)

Cloud maps extraction using parallel algorithm of Markov's segmentation
Kussul N.N., Shelestov A.Yu., Korbakov M.B., Kravchenko A.N., Nguen T.F.
Kibernetika i Vychislitelnaya Technika (Cybernetics and Computer Engineering). 2005. Issue 146. pp. 4960. (in Russian)

Parallel implementation of algorithms for satellite images filtering
Nguen T.F., Shelestov A.Yu.
Problemy Upravlinija i Informatiki (Journal of Automation and Information Sciences). 2005. N 2. pp. 121132. (in Russian)

Cluster implementation of algorithms for satellite images filtering
Nguen T.F.
Mathematical Machines and Systems. 2005. N 2. pp. 110121. (in Russian)

Neural network classification of spectral properties of ground objects
Lavrenyuk A.N., Yarova E.V., Skakun S.V.
Kibernetika i Vychislitelnaya Technika (Cybernetics and Computer Engineering). 2005. Issue 148. - pp. 33-41. (in Russian)

Integrated use of information from various sources for Earth's properties monitoring
Shelestov A.Yu., Kravchenko A.M., Gnibeda L.S.
Kibernetika i Vychislitelnaya Technika (Cybernetics and Computer Engineering). 2005. Issue 148. (in Russian)

Development of e-books using XML technology
Lavrenyuk A.N., Yarova E.V., Rudakova A.I., Pasechnik V.I.
Kibernetika i Vychislitelnaya Technika (Cybernetics and Computer Engineering). 2005. Issue 147. pp. 28-37. (in Russian)

Conferences

Intelligent System for Users' Activity Monitoring in Computer Networks
Kussul, N.; Skakun, S.
Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2005. - IDAACS 2005.- P.306 - 309.
bstract
We present an intelligent system for user activity monitoring in computer networks. The system provides on-line and off-line monitoring and allows to detect anomalies in user behaviour. On-line monitoring is carried in real time and is used to predict user actions. Off-line monitoring is carried out after user has ended his work, and is based on the analysis of statistical parameters of user behaviour. Proposed system is implemented using agent approach and can be used in different domains: in security systems, Web, economic and business systems, etc.

Identification neural model of behavior of computer systems users
Kussul N.N., Skakun S.V.
Proc. of the XI-th International Conference Knowledge-Dialogue-Solution. Varna (Bulgaria). 2005. Vol. 2. P. 570-577. (in Russian)

Modeling activities of users of computer systems using modular neural networks
Kussul N.N., Skakun S.V.
Proc. of ISDMIT-2006 Conference, Kherson, Ukraine, Vol. 5, pp. 50-53. (in Russian)

Identification of abnormal activity of users of computer systems based on a complex model
Kussul N.N., Skakun S.V., Polyakov R.E.
Proc. of 12th International Conference on Automatic Control Automatics 2005. Volume 3. Kharkiv: NTU KhPI. 2005. pp. 94. (in Russian)

A system for users activity monitoring in computer systems
Skakun S.V.
VII International Young Science-Practical Conference Human and Space, 13-15 April, 2005. Dnipropetrovsk. pp. 174.

Modelling data of users activity in computer systems
Skakun S.V., Polyakov R.E.
VII International Young Science-Practical Conference Human and Space, 13-15 April, 2005. Dnipropetrovsk. pp. 173. (in Russian)

Parallel implementation of algorithms for satellite imagery pre-processing
Zhytomyrska K.G., Nguen T.F.
5th Ukrainian Conference on Space Research. Crimea (Ukraine). 2005. pp. 205.

Parallel Markovian Aproach to the Problem Of Cloud Mask Extraction
Kussul N., Shelestov A., Nguyen T. P., Korbakov M., Kravchenko A.
The International Conference "KnowledgeDialogueSolution" (KDS2005). 2005. pp. 567569.

Concurrent Algorithm For Filtering Impulse Noise On Satellite Images
Nguyen T.P.
The International Conference KnowledgeDialogueSolution (KDS2005). 2005. pp. 465472.

Parallel computing algorithms for space images filteration
Nguyen T.F., Shelestov A.Yu., Lavrenyuk A.N.
Proc. of the VII-th International Conference Human and Space. Dnipropetrovsk (Ukraine). 2005. pp. 163. (in Russian)

Data processing geostationary satellites with the help of supercomputing family SCIT
Shelestov A.Yu., Nguyen T.F.
ISDMIT2005 (Evpatory, Ukraine). 2005. pp. 169170.(in Ukrainian)

A cluster system for geostationary satellites data pre-processing
Shelestov A.Yu., Kravchenko A.N., Nguyen T.F.
Automatics2005 (Kharkov, Ukraine). 2005. Vol. 2. - pp. 134.(in Russian)

Cloud Mask Extracting from Meteosat Data with Use of Parallel Markovian Segmentation Algorithm
Kussul N., Korbakov M., Kravchenko A., Shelestov A.
Proc. of the Third IEEE Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Application (IDAACS'2005). Sofia, Bulgaria. 2005. P. 204-207.
bstract
This document presents parallel algorithm based on Markovian random fields segmentation for cloud mask extraction from Meteosat satellite images.

Neural Networks Classification of Terrestrial Surface by Spectral Measuring
Lavrenyuk A.N., Gnibeda L., Yarova K.
Proc. of the Third IEEE Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Application (IDAACS'2005). Sofia, Bulgaria. 2005. P. 147-149.

Parallel Markovian Approach to the Problem of Cloud Mask Extraction
Kussul N., Shelestov A., Nguyen T.P., Korbakov M., Kravchenko A.
Proc. of the XI-th International Conference Knowledge-Dialogue-Solution. Varna, Bulgaria. 2005. Volume 2. P. 567569.

Integrated use of information from various sources for remote monitoring of the Earth's surface
Shelestov A.Yu., Yarova E.V., Kravchenko A.M.
Proc. of the Second Belarus Space Congress. Minsk, Belarus. 2005. pp. 285-289. (in Russian)

Optical Flow Algorithm for Temporal Interpolation of Meteosat Data
Korbakov M.B.
Proc. of the 12th International Conference on Automatic Control Automatics2005. Kharkiv, Ukraine. 2005. Volume 2. pp. 135-136. (in Ukrainian)

The use of neural networks to classify land cover on the basis of multispectral satellite images
Lavrenyuk A.N., Kravchenko A.M., Olefir I.V., Gnibeda L.S., Yarova E.V.
Proc. of the 12th International Conference on Automatic Control Automatics2005. Kharkiv, Ukraine. 2005. Volume 1. pp. 102-103. (in Russian)

Land cover neural classification on the basis of multispectral satellite images
Lavrenyuk A.N., Gnibeda L.S., Yarova E.V., Olefir I.V., Kravchenko A.M.
Proc. of the Fifth Ukrainian Conference on Space Research. Evpatory, Crimea, Ukraine. 2005. p. 202. (in Russian)

Remote monitoring state of soil
Gnibeda L.S., Yarova E.V.,. Kravchenko A.M., Olefir I.V.
Proc. of Summer School for Young Scientists Scientific Space Researches. Kiev, Ukraine. 2005. pp. 16-17. (in Russian)

Temporal Interpolation of Meteosat Images Using Optical Flow Models
Korbakov M.B., Kravchenko O.M.
Proc. of Summer School for Young Scientists Scientific Space Researches. Kiev, Ukraine. 2005. pp. 20-21. (in Russian)

Analysis of multispectral satellite images using neural networks
Lavrenyuk A.N., Gnibeda L.S., Yarova E.V.
Proc. of Summer School for Young Scientists Scientific Space Researches. Kiev, Ukraine. 2005. pp. 23. (in Russian)

2004

Books, tutorials

Image Robust Methods for Estimation, Identification and Adaptive Control
Azarskov V.M., Blokhyn L.N., Zhytetski L.S., Kussul N.N.
yiv, National Aviation University, 2004. 500 p. (in Russian)
To purchase the book, please, contact: inform@ikd.kiev.ua

 

Journal articles

Neural network model of users activity in computer systems
Kussul N.N., Skakun S.V.
Kibernetika i Vychislitelnaya Technika (Cybernetics and Computer Engineering). 2004. Issue 143. pp. 5568. (in Russian)

Analysis of non-linear filters for the restoration of images distorted by impulse noise
Shelestov A.Yu., Nguyen T.F., Lavrenyuk A.N.
Kibernetika i Vychislitelnaya Technika (Cybernetics and Computer Engineering). 2004. Issue 143. pp. 6991. (in Russian)

A simple and effective method for detecting and removing stripes of pulse noise on the images
Nguyen T.F.
Problemy Upravlinija i Informatiki (Journal of Automation and Information Sciences). 2004. 5. pp. 125130. (in Russian)

Operational analysis models for GRID-systems productivity estimation
Kussul N.N., Shelestov A.Yu., Lobunets A.G.
Kibernetika i Vychislitelnaya Technika (Cybernetics and Computer Engineering). 2004. issue 144. pp. 319. (in Russian)

Neural netwrok model of computer systems user activity
Kussul N.N., Sidorenko A.V., Skakun S.V.
Bulletin of Sevatopol State Technical University (Special Edition Automatization of Process and Management). 2004. Issue 57. pp. 77-81. (in Russian)

Implementation of multiagent security system based on Java technology
Shelestov A.Yu., Lobunets A.G., Lavrenyuk A.M.
Bulletin of Sevatopol State Technical University (Special Edition Automatization of Process and Managment). 2004. Issue 57. pp. 174-181. (in Russian)

Conferences

Neural Network Approach for User Activity Monitoring in Computer Networks
Kussul N. Skakun S.
Proc. of the International Joint Conference on Neural Networks. Budapest (Hungary). 2004. Vol. 2. P. 1557-1562.
Abstract
A system is proposed for user activity monitoring in computer networks. The system is based on the use of neural networks and is implemented using agent approach. The monitoring system allows to detect anomalies in user activity, and consists of two components-on-line and off-line. On-line monitoring is carried out in real time and is used to predict the processes started by an user on the basis of previous ones. Off-line monitoring is carried out at the end of the day and is based on the analysis of statistical parameters of user behavior (user signature). Both on-line and off-line monitoring use neural network approach to detect anomalies in user behavior. Proposed system was verified on real data obtained in Intranet of Space Research Institute of NASU-NSAU and Institute of Physics and Technologies of National Technical University of Ukraine "Kiev Polytechnic Institute".

Modular Neural Networks Approach To Chemical Content Analysis Of Vegetation
Kussul N., Yatsenko V., Sachenko A., Markowsky G., Sydorenko A., Skakun S., Ganzha S.
2004 Spring IEEE Conference on Technologies For Homeland Security: Technologies for Secure and Efficient Transportation Operations, 21-22 April 2004, Cambridge, MA.

Distance learning system for Meteosat data investigation
Kussul N., Lavrenyuk A., Skakun S.
Proc. of the 2004 Eumetsat Meteorological Satellite Conference. Prague (Czech Republic). 2004. P. 434438.

Intelligent Methods For User Activity Monitoring In Computer Networks
Kussul N., Skakun S.
The 4th IASTED International Conference on Modelling, Simulation, and Optimization, MSO 2004, Kauai, Hawaii, USA, August 16-18, 2004.

A system for user activity monitoring in computer systems
Skakun S.
Proc. of Conference on "Information Space", Dnipropetrovsk, Ukraine, 3-4 December 2004. pp. 155.

Interactive learning system for Meteosat data research
Lavrenyuk A., Skakun S., Tovstenko T., Druchenko A.
Proc. of Summer School Science Space Researches. Kiev, Ukraine. 2004. pp. 59-60.

Multiagent Information Search in Space Projects
Skakun S., Sidorenko A, Gnibeda L., Yarova K.
Proc. of Summer School Science Space Researches. Kiev, Ukraine. 2004. pp. 65-66.

Meteosat data processing using GRID technology
Kussul N.N., Korbakov M.B., Lobunets A.G., Skakun S.V.
Proc. of the IV-th Ukrainian Conference on Space Research. Ponizovka, Crimea, Ukraine. 2004. pp. 149. (in Russian)

Fuzzy neural network model of user behavior in computer systems
Kussul N.N., Skakun S.V.
Proc. of the IX-th Conference Information technologies in economics, managment and business: problems of science, practice and education (Kiev, Ukraine, 2003). Vol. 2. yiv, European Univ., 2004. pp. 239-242.

Intelligent methods for filtering and recognotion of satellite images
Lavrenyuk A.M., Shelestov A.Yu., Pasechnik V.I. Nguyen T.F.
Materials 11th international conference on automatic control Automatics2004. Volume 4. Kiev. 2004. pp. 69. (in Ukrainian)

Parallel algorithms for satellite images filtering
Shelestov A.Yu., Nguyen T.F., Lavrenyuk A.M.
Proc. of Conference on "Inofrmation Space". Dnipropetrovsk (Ukraine). 2004. pp. 74. (in Russian)

Restoring satellite images distorted by impulse noise
Nguyen T.F., Shelestov A.Yu.
Proc. of the IV-th Ukrainian Conference on Space Research. Ponizovka, Crimea, Ukraine. 2004. pp. 148. (in Russian)

Assessment of vegetation using intelligent methods of data processing
Lavrenyuk A.N., Sidorenko A.V., Smirnova-Mordvinova E.V.
Proc. of the IV-th Ukrainian Conference on Space Research. Ponizovka, Crimea, Ukraine. 2004. pp. 175. (in Russian)

Meteosat satellite images processing using GRID technology
Kussul N.N., Korbakov M.B., Lobunets A.G., Skakun S.V.
Proc. of the IV-th Ukrainian Conference on Space Research. Ponizovka, Crimea, Ukraine. 2004. pp. 149. (in Russian)

Meteosat satellite images processing using neural networks
Kussul N.N., Pasechnik V.I.
Proc. of the IV-th Ukrainian Conference on Space Research. Ponizovka, Crimea, Ukraine. 2004. pp. 162. (in Russian)

A parallel algorithm for cloud map extraction using Meteosat images
Kussul N.N., Korbakov M.B., Kravchenko A.N.
Proc. of the IV-th Ukrainian Conference on Space Research. Ponizovka, Crimea, Ukraine. 2004. pp. 161.(in Russian)

Meteosat data processing using GRID technology
Kussul N., Shelestov A., Lobunets A., Korbakov M., Kravchenko A.
Proc. of the 11-th International Conference on Automatic Control Automatics2004. Volume 4. Kiev, Ukraine. 2004. pp. 65.

The Modular Neural Network for Determination of Foliage State
Kussul N., Lavrenyuk A., Sidorenko A., Smirnova-Mordvinova H.
Proc. of the 11-th International Conference on Automatic Control Automatics2004. Volume 4. Kiev. 2004. pp. 66.

Monitoring of User Activity in Computer Networks
Kussul N. Skakun S.
Proc. of the 11-th International Conference on Automatic Control Automatics2004. Volume 4. Kiev. 2004. pp. 68.

Parallel implementation of Markov's segmentation algorithm
Kussul N.M, Korbakov M., Kravchenko O.
Proc. of the 11-th International Conference on Automatic Control Automatics2004. Volume 4. Kiev. 2004. pp. 67.(in Ukrainian)

Meteosat Data Processing in GRID Environment
Kussul N., Shelestov A., Lobunets A., Korbakov M., Kravchenko A.
Proc. of Summer School for Young Scientists Scientific Space Researches. Kiev, Ukraine. 2004. pp. 57-58.

Satellite images of Earth surface filtration and cloud mask generation
Shelestov A.Yu., Pasechnik V.I., Nguyen T.F.
Proc. of Summer School for Young Scientists Scientific Space Researches. Kiev, Ukraine. 2004. pp. 35. (in Ukrainian)

Use of Meteosat data for the allocation of clouds, using Markov random fields
Kussul N.N., Korbakov M.B., Kravchenko A.M.
MProc. of Summer School for Young Scientists Scientific Space Researches. Kiev, Ukraine. 2004. pp. 58-59. (in Russian)

Interactive learning system for Meteosat data research
Kussul N., Lavrenyuk A., Skakun S., Tovstenko T.
Proc. of Summer School for Young Scientists Scientific Space Researches. Kiev, Ukraine. 2004. pp. 59-60.

Strategic Plan of Scientific Research of Sun-Earth Connections
Kussul N.M, Lavrenyuk A.M., Sidorenko A.V., ..
Proc. of Summer School for Young Scientists Scientific Space Researches. Kiev, Ukraine. 2004. pp. 34. (in Ukrainian)

Determination of Canopy State with the Use of the Modular Neural Network
Kussul N., Lavrenyuk A., Sidorenko A., Smirnova-Mordvinova H.
Proc. of Summer School for Young Scientists Scientific Space Researches. Kiev, Ukraine. 2004. pp. 30.

Multiagent Information Search in Space Projects
Kussul N., Skakun S., Sidorenko A, Gnibeda L.
Proc. of Summer School for Young Scientists Scientific Space Researches. Kiev, Ukraine. 2004. pp. 65-66.

Neural Network Monitoring of User Activity in Computer Systems
Kussul N., Skakun S.
Proc. of Summer School for Young Scientists Scientific Space Researches. Kiev, Ukrainev. 2004. pp. 28.

Intelligent Multi-agent Intrusion Detection System of Computer Systems
Shelestov A.Yu., Lobunets A.G., Sidorenko A.V.
Proc. of the IX-th Conference Information technologies in economics, managment and business: problems of sciense, practice and education (Kiev, Ukraine, 2003). Vol. 2. yiv, European Univ. - pp. 272-275.

2003

Books, tutorials

Programming. Object-oriented approach (for 1st year students of Physics & Technology Institute of NTUU "KPI")
Kussul N.M, Lavrenyuk A.M., Shelestov A.Yu. Timoschyk O.L.
yiv, Politechnika, 2003. 48 p. (in Ukrainian)

 

Journal articles

Intelligent Multi-Agent Information Security System
Kussul N., Shelestov A., S. Skakun, Sidorenko A., Pasechnik V.
Computing. 2003. Vol. 2, Issue 2. P. 3539.

Multi-Agent Security System based on Neural Network Model of User's Behavior
N. Kussul, A. Shelestov, A. Sidorenko, V. Pasechnik, S. Skakun, Y. Veremeyenko, N. Levchenko
International Journal on Information Theories and Applications. 2003. Vol. 10, Issue 2. P. 184188.

Determination of chlorophyll in plants using modular neural networks
Kussul N.N., Markowsky G., Yatsenko V.A., Sachenko A.A., Sidorenko A.V., Skakun S.V.
Kibernetika i Vychislitelnaya Technika (Cybernetics and Computer Engineering). 2003. Issue 141. pp. 4957. (in Russian)

Adaptive detection of anomalies in users activity of computer systems using Markova chain of variable order. Part 1. Adaptive model of Markov chain of variable order
Kussul N.N., Sokolov A.M.
Problemy Upravlinija i Informatiki (Journal of Automation and Information Sciences). 2003. 3. pp. 83-93. (in Russian)

Adaptive detection of anomalies in users activity of computer systems using Markova chain of variable order. Part 2. Methods for anomaly detection and results of experiments
Kussul N.N., Sokolov A.M.
Problemy Upravlinija i Informatiki (Journal of Automation and Information Sciences). 2003. 4. pp. 83-88. (in Russian)

Conferences

Intelligent Multi-Agent Information Security System
N. Kussul, A. Shelestov, A. Sidorenko, S. Skakun, Y. Veremeyenko
Proc. of the Second IEEE International Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Application (IDAACS'03). Lviv, Ukraine, September 8-10, 2003. P. 120122.
Abstract
It is proposed an agent approach for creation of intelligent intrusion detection system. The system allows detecting known type of attacks and anomalies in user activity and computer system behavior. The system includes different types of intelligent agents. The most important one is user agent based on neural network model of user behavior. Proposed approach is verified by experiments in real intranet of Institute of Physics and Technologies of National Technical University of Ukraine "Kiev Polytechnic Institute"

Multi-Agent Security System based on Neural Network Model of User's Behavior
N. Kussul, A. Shelestov, A. Sidorenko, V. Pasechnik, S. Skakun, Y.Veremeyenko, N. Levchenko.
Proc. of the X-th International Conference Knowledge-Dialogue-Solution. Varna, Bulgaria, June 16-26, 2003. P. 175179.

Neural model of computer systems user
Kussul N.N., Levchenko N.V., Sidorenko A.V., Skakun S.V.
Proc. of Intern Conf. on Automation Control "Automatics 2003", Sevastopol, Ukraine, 15-19 September 2003, Sevastopol: Sevastopol National Technical Univ., 2003. vol.3. pp. 69-70. (in Russian)

Implementation of multiagent security system based on Java technology
Shelestov A.Yu., Pasechnik V.I., Lavrenyuk A.N., Lobunets A.G.
Proc. of Intern Conf. on Automation Control "Automatics 2003", Sevastopol, Ukraine, 15-19 September 2003, Sevastopol: Sevastopol National Technical Univ., 2003. vol.3. pp. 124-126. (in Russian)

Identification of anomalies in Windows users activity
Veremeenko Yu.A, Kussul N.N., Levchenko N.V., Sidorenko A.V., Skakun S.V.
Proc. of Conf. Information Security Technologies, 16-18 April 2003, Kiev, Ukraine. yiv, Politekhnika, 2003. pp. 89. (in Russian)

Information-analytic space monitoring system
Kussul N.N., Sidorenko A.V., Shelestov A.Yu., Skakun S.V.
Proc. of Conf. on "Information technologies in economics, managment and business: problems of science, practice and education", Kyiv, Ukraine, 12-13 December, 2002. yiv, European Univ., 2003. pp. 171-174. (in Russian)

Distance learning in an environment LearningSpace course on example of intelligent computing
Kussul N.N., Lavrenyuk A.N., Sidorenko A.V., Skakun S.V.
Proc. of Conf. on "Information technologies in economics, managment and business: problems of science, practice and education", Kyiv, Ukraine, 12-13 December, 2002. yiv, European Univ., 2003. pp. 41-44. (in Russian)

GRID system for Meteosat data processing
Kussul N., Skakun S., Lobunets A.
Proc. of Conference on Information Space, Dnipropetrovsk, Ukraine, 3-4 December 2003, pp. 21-22.

Multiagent intelligent technology for information search and integration of space information systems
Skakun S.V., Sydorenko A.V.
Proc. of Summer School for Young Scientists "Scientific Space Researches", Zhukin, Kyiv, Ukraine, 2003. yiv: Politekhnika, 2003. pp. 60-62.

Information analytical system for space anticrisis monitoring
Kussul N.N., Shelestov A.Yu., Skakun S.V., Sidorenko A.V.
Proc. of Summer School for Young Scientists "Scientific Space Researches", Zhukin, Kyiv, Ukraine, 2003. yiv: Politekhnika, 2003. pp. 23-25. (in Russian)

Application of Meteosat data for natural disaster monitoring
Kussul N.N., Shelestov A.Yu., Skakun S.V., Sidorenko A.V.
Proc. of Summer School for Young Scientists "Scientific Space Researches", Zhukin, Kyiv, Ukraine, 2003. yiv: Politekhnika, 2003. pp. 13-14. (in Russian)

Theoretical Aspects for Strategic Plan Formation
Kussul N.M, Skakun S.V., Sidorenko A.V.
Proc. of Summer School for Young Scientists "Scientific Space Researches", Zhukin, Kyiv, Ukraine, 2003. yiv: Politekhnika, 2003. pp. 60-62. (in Ukrainian)

Role of user model in intrusion detection systems
Kussul N.N., Levchenko N.V., Veremeenko Yu.A, Sidorenko A.V., Skakun S.V., Pasechnik V.I.
Proc. of Conf. Information Security Technologies, 16-18 April 2003, Kiev, Ukraine. yiv, Politekhnika, 2003. pp. 25. (in Ukrainian)

Using Java technologies in multiagent security system
Shelestov A.Yu., Lobunets A.G., Bezlyudnii V.A., Sinyavskii I.S.
Proc. of Conf. Information Security Technologies, 16-18 April 2003, Kiev, Ukraine. yiv, Politekhnika, 2003. pp. 7. (in Russian)

Application of Meteosat images for cloud mask extraction
Kussul N.N., Korbakov M.B., Kravchenko A.M.
Proc. of Conf. on Modern Information Technologies for Environmental Management and Natural Disasters. Rybache, Crimea, Ukraine. 2003. pp. 109. (in Russian)

Emergencies monitoring from space using Meteosat data
Kussul N.N., Lavrenyuk A.N., Shelestov A.Yu.
Proc. of the 3rd Ukrainian Conf. on Space Research. Katsiveli, Crimea, Ukraine. 2003. pp. 218. (in Ukrainian)

2002

Journal articles

Analisys of space camera images based on neural networks
Kussul N.N., Shelestov A.Yu., Skakun S.V., Pasechnik V.I., Sidorenko A.V.
J. of Artificial Intelligence. 2002. Issue 4. pp. 719-726. (in Russian)

Conferences

Analisys of space camera images based on neural networks
Kussul N.N., Shelestov A.Yu., Skakun S.V., Pasechnik V.I., Sidorenko A.V.
Proc. of Intern. Conf. on Artificial Intelligence. Vol. 2. Taganrog, Russia, 2002. pp. 304-305. (in Russian)

Neural network detection of images of star sky
Kussul N.N., Shelestov A.Yu., Sidorenko A.V., Skakun S.V.
Proc. of Conference on Automatic Control AUTOMATICS-2002. Vol. 2. Donetsk, Ukraine, 2002. pp. 59. (in Ukrainian)

Non-iterative training of MLP using fuzzy ellipsoids
Kussul N.N., Lavrenyuk A.M., Shelestov A.Yu.
Proc. of the First Intern. Conf. On Inductive Modelling. Lviv, Ukraine. 2002. pp. 43-47. (in Ukrainian)

Information and Analysis set on the platform LOTUS\NOTES\DOMINO
Kussul N.N., Shelestov A.Yu., Bakan G.M., Vladimirov V.V., Dolya V.I., Tyutyunnik L.I., Mitrahov N.A.
Proc. of Conference on Automatic Control AUTOMATICS-2002. Vol. 2. Donetsk, Ukraine, 2002. pp. 96-97. (in Russian)

Neural Network for Flas Flood Forecasting in Karpathian Region
Riznik O., Kussul N., Kuzhel K.
Proc. of Conf. on Modern Information Technologies for Environmental Management and Natural Disasters, Kiev-Kharkiv-Crimea, 2002, pp. 68-70. (in Ukrainian)

2001

Journal articles

Neural implementation of method of dynamic programming based on classifier with conversion of input space
Kussul N.N., Kussul M.E.
Upravlyayuschie Systemy i Mashiny (Control System and Machine). 2001. 1. pp. 52-58. (in Russian)

Filtering state of continuous dynamic systems using fuzzy ellipsoids
Kussul N.M
Bulletin of East-Ukrainian National University. 2001. 2(36). pp. 88-97. (in Russian)

Neural network learning using fuzzy ellipsoids
Kussul N.N.
Problemy Upravlinija i Informatiki (Journal of Automation and Information Sciences). 2001. 1. pp. 14-21. (in Russian)

Identification of neural netwroks models in the class of fuzzy multiple assessments
Kussul N.N., Shelestov A.Yu.
Proc. of Odessa Politechnical University. 2001. Issue 3(15). pp. 124-127. (in Russian)

Conferences

Anomaly detection of computer systems users based on neural network forecasting
Kussul N.M, Riznik O.., Sokolov A.M.
Proc. of International Conference Prediction and Decision Making under Uncertainties. Kyiv, Ukraine. 2001. P. 116-117. (in Ukrainian)

2000

Books, tutorials

"Programming and algorithmical languages"
Kussul N.M, Timoschuk O.L., Shelestov A.Yu.
Kiev: NTUU "KPI", 2000. - 49 p. (in Ukrainian)

"Programming. ++ Fundamentals"
Kussul N.M, Timoschuk O.L., Shelestov A.Yu.
Kiev: PTI NTUU "KPI", 2000. - 52 p. (in Ukrainian)

"Fundamentals of Computer Software"
Kussul N.M, Luntovsky A.O.
Kiev: PTI NTUU "KPI", 2000. - 84 p. (in Ukrainian)

 

Journal articles

Fuzzy Ellipsoids for Linear Dynamic Systems under Uncertainty Conditions
Kussul N.M
Scientific Letter of NTUU "KPI". 2000. 1. 24-28. (in Ukrainian)

Reduced ellipsoidalny observer of state of multidimensional discrete dynamical systems
Kussul N.N., Volosov V.V.
Cybernetics and system analisys. 2000. 2. pp. 99-106. (in Russian)

Identification of discrete models of dynamic systems based on neural and multiple approaches
Kussul N.N.
Problemy Upravlinija i Informatiki (Journal of Automation and Information Sciences), 2000, 2, pp. 44-51. (in Russian)

Improved implementation of the nearest neighbor algorithm method
Kussul N.N., Kussul M.E.
Bulletin of East-Ukrainian National University. 2000. 8(30). pp. 72-80.(in Russian)

Neural diagnosis of the state of isolation electric machines
Kussul N.N., Chumak V.V., Shelestov A.Yu.
Kibernetika i Vychislitelnaya Technika (Cybernetics and Computer Engineering). 2000. Issue 127. pp. 77-87.(in Russian)

Fuzzy ellipsoidally observer of low order state
Kussul N.N.
Problemy Upravlinija i Informatiki (Journal of Automation and Information Sciences). 2000. 5. pp. 44-51. (in Russian)

Conferences

Fuzzy ellipsoidally observer of linear dynamic objects with unknown pertrubations
Kussul N.N., Shelestov A.Yu.
Proc. of Conference Automatics-2000. Kyiv, Ukraine, pp. 45-49. (in Russian)

1999

Journal articles

Fuzzy evaluation of state process by linear observation in a continuous time
Kussul N.N.
Problemy Upravlinija i Informatiki (Journal of Automation and Information Sciences), 1999, 4, pp. 78-85. (in Russian)

Identification of math models of managment objects using evalution algoritms
Kussul N.N.
Bulletin of Kharkov State Ploitechnical Univ. 1999. Issue 72. pp. 130-134. (in Russian)

Neural conduct identification of users of computer systems
Kussul N.N., Reznik .., Sokolov A.M.
Kibernetika i Vychislitelnaya Technika (Cybernetics and Computer Engineering). 1999. Issue 123. pp. 70-79. (in Russian)

1998

Journal articles

Recognition of reflected ultrasound signals using neural networks
Kussul N.N., R. Kuts, G..Bakan, V.V. Volosov, Shelestov A.Yu.
Problemy Upravlinija i Informatiki (Journal of Automation and Information Sciences), 1998, 4, pp. 21-27. (in Russian)

Conferences

Enhanced Algorithm of Nearest Neighbour Method and Its Application in Genetic Programming
Kussul N.N., Kussul M.E.
Proc of 4th International Mendel Conference "MENDEL'98", Brno, Czech Republic, pp. 276-277.

On Possible ACD Application for Optimization of Cutting and Assemby in Mechanical Engineering
N.N. Kussul, et al.
Proc. of 1998 IEEE World Congress on Computational Intelligence, Anchorage, Alaska, USA., pp. 1685-1687.

bstract
Application of adaptive critic designs for optimization of real-world processes require a model of the process under optimization or feedback from the real process. For optimization of mechanical manufacturing it is often too expensive and time consuming to use real equipment for the model. However, mathematical models adequately describing real manufacturing processes with realistic noise and interference assumptions may be too difficult to create. We propose to use micro machine tools and micro manipulators as the physical models of real mechanical engineering equipment. They allow us to reduce the cost of experiments and accelerate their speed. We have created prototypes of micro machine tools and work on their use for adaptive critic based optimal control. We describe possible use of adaptive critic designs for optimization of two typical problems of mechanical engineering: shaft cutting and gear fitting on an axle

Identification of ultrasound echoes with the use of neural networks
Kussul N.N., Shelestov A.Yu.
Conf. Automatics-98. Kiev. 1998. Vol. 3. pp. 168-171. (in Russian)

1997

Books, tutorials

"Computer Systems Fundamentals"
Kussul N.M, Kovgar V.B., Koval M.Yu.
Kiev, 1997. - 67 p. (in Ukrainian)

Journal articles

Ellipsoidally blurred low-order observer
Kussul N.N., Bakan G.M., Nijnichenko E.A., Shelestov A.Yu.
Kibernetika i Vychislitelnaya Technika (Cybernetics and Computer Engineering), 1997, Issue 109, pp. 1-6. (in Russian)

Mathematical modeling of ultrasonic recognition process on the base of spectral analysis and neural networks
Bakan G.., Volosov V.V., Kussul N.N.
Kibernetika i Vychislitelnaya Technika (Cybernetics and Computer Engineering), 1997. - N 107. - P. 87-91. (in Russian)

Conferences

Adaptive Critic Design for Optimization of Micromechanical Factory Neural Control Systems
Wunsch D., Kussul N.N., Kussul M.E.
Proc. Of 5th European Congress on Intelligent Techniques and Soft Computing "EUFIT-97", 1997, V.1, P. 528-533.

1996

Journal articles

State estimation in continuous dynamic systems by the ellipsoid method
G. M. Bakan, V. V. Volosov and N. N. Kussul'
Cybernetics and Systems Analysis, 1996, Volume 32, Number 6, Pages 804-820

Ellipsoidally blurred low-order observer
Bakan G.M., Kussul N.N., Nizhnichenko E.A. Shelestov A.Yu.
Preprint 96-7, Institute of Cybernetics, Kiev, 1996, pp. 45-61. (in Russian)

On convergence of fuzzy observer algorithm for multidimensional dinamical systems
Kussul N.N.
Problemy Upravlinija i Informatiki (Journal of Automation and Information Sciences), 1996, 4, pp. 10-17. (in Russian)

Fuzzy ellipsoidally algorithm of static object states filtration
Bakan G.M., Kussul N.N.
Problemy Upravlinija i Informatiki (Journal of Automation and Information Sciences), 1996, 5, pp. 48-64. (in Russian)

Estimating the state of continuous dynamic systems by ellipsoids method
Lavrenyuk A.N.
Neurocomputing: Theory & Practice. - Kiev: Institute of Cybernetics, 1996. - pp. 28-35. (in Russian)

Conferences

Recurrent State Vector Estimation for Linear Dynamic Objects Using Fuzzy Ellipsoidal Sets
Kussul N.N., Kussul M.E.
Proceedings of ICIAM-95. Suppl. 2: Applied Analysis, Hamburg, Akademie-Verlag 1996, p. 585-586.

Fuzzy ellipsoidally observer of linear dinamyc objects with unknown pertrubations
Kussul N.N.
Conf. "Automatics-96", Sevastopol, 1996, pp. 59. (in Russian)

1995

Journal articles

Approximation of crosssection of fuzzy and non-fuzzy sets in fuzzy ellipsoid method
Bakan G.M., Kussul N.N.
Kibernetika i Vychislitelnaya Technika (Cybernetics and Computer Engineering), 1995, Issue 105, pp. 15-23. (in Russian)

Estimating phase state multidimensional linear dynamic objects using fuzzy ellipsoidally set
Kussul N.N., Shelestov A.Yu.
Problemy Upravlinija i Informatiki (Journal of Automation and Information Sciences), 1995, 1, pp. 25-34. (in Russian)

Application of neural networks for hand-writing texts recognition
Lavrenyuk A.N.
Neurocomputing: Theory & Practice. - Kiev: Institute of Cybernetics, 1995. - pp.24-31. (in Russian)

Conferences

Recurrent State Vector Estimation for Linear Dynamic Objects Using Fuzzy Ellipsoidal Sets
Kussul N.N., Kussul M.E.
ICIAM-95, Hamburg, Germany, 1995, . 301.

Observing states of linear multidimensional objects using fuzzy ellipsoidally sets
Kussul N.N., Shelestov A.Yu.
Conf. "Automatics-95", Lviv, 1995, pp. 56. (in Russian)

1994

Journal articles

Information features in neurocomputing hand-writing texts recognition
Lavrenyuk A.N.
Neural networks technology and neural computers. - Kiev: Institute of Cybernetics, 1994. - pp. 36-41.(in Russian)

Conferences

Algorithms to identification parametrs of linear systems based on fuzzy ellipsoidally sets
Bakan G.M., H.H.
Conference "Automatics-94", Kiev, 1994, pp. 89. (in Russian)

Improving Luenberger monitoring procedures using methods of ellipsoidally estimation
Bakan G.M., Kussul N.N., Nijnichenko E.A.
Conference "Automatics-94", Kiev, 1994, pp.90. (in Russian)

1993

Journal articles

Parametric identification non-stationary systems using the fuzzy ellipsoidally sets method
Bakan G.M., Kussul N.N.
Automatics, 1993, 3, pp. 10-15. (in Russian)

Fuzzy ellipsoids for identification of parameters of multi-dimensional linear static objects
Bakan G.M., Kussul N.N., Shelestov A.Yu.
Automatics. 1993. - 5. - pp. 29-40. (in Russian)

Conferences

Parameter identification of non-stationary systems via fuzzy ellipsoidal sets method
Bakan G.M., Kussul N.N.
"Int. Symp. on the Math. Theory of Networks and Systems", Regensburg, Germany,1993, . 255-256.

Method for the solution of non-stationary systems of linear equations with the use of fuzzy sets
Bakan G.M., Kussul N.N., Shelestov A.Yu.
Proc. of Symp. "Optimsation of calculations", Kiev, Ukraine, 1993, pp. 36. (in Russian)

1992

Journal articles

Decision of continuum system of linear equations and inequalities using fuzzy ellipsoidally estimates
Kussul N.N.
Kibernetika i Vychislitelnaya Technika (Cybernetics and Computer Engineering), 1992, issue 93, pp. 15-24. (in Russian)

Nonstahastic identification of parametrs of linear stahostic object under unknown intensity of interference
Bakan G.M., Kussul N.N.
Kibernetika i Vychislitelnaya Technika (Cybernetics and Computer Engineering), 1992, Issue 93, pp. 6-11. (in Russian)

Conferences

Associative-projective neural computer and some issues on creating hardware for tasks of pattern recognition
Kussul N.N., Kussul M.E. Lavrenyuk A.N. Chumak V.V.
Proc. of the First Conf. "Signal Processing and Pattern Recognition", 1992, Kiev, Ukraine, pp. 184-185. (in Ukrainian)

Program-hardware associative-projective neural computer
Lavrenyuk A.N., Kussul M.E.
Proc. of Intern. Conference on Bionics Modelling "Biomod-92". - Saint-Peterburgh, Russia, 1992. - pp. 258-259. (in Russian)

1991

Journal articles

Estimating phase state linear dynamic objects using sets of ellispoidally families
Kussul N.N.
Automatics, 1991, 2, pp. 46-51. (in Russian)

Adaptive optimization technological proccess for primary processing of oil installations
Bakan G.M. Nijnichenko E.A., Kussul N.N.
Preprint 91-44, Institute of Cybernetics, Kiev, Ukrine, 1991, pp. 23-42. (in Russian)

Conferences

System identification of linear objects in the class of fuzzy ellipsoidal sets
Bakan G.M., Kussul N.N.
"Int. Symp. on the Mathematical theory of Networks and Systems", Kobe, Japan, June 17-21 1991, p.31-32.

1990

Journal articles

Set-theoretical identification of linear objects in fuzzy ellipsoidally estimates class
Bakan G.M., Kussul N.N.
Automatics, 1990, 3, pp. 29-40. (in Russian)

On necessary condition of convergence of algorithm for identification on the basis of ellipsoidally estimates
Bakan G.M., Kussul N.N.
Automatics, 1990, 4. (in Russian)

Conferences

Ellipsoidally estimates in identification of parameters of linear static object
Bakan G.M., Kussul N.N.
Proc. Intern. Conf. Problems of Complex Automization, Kiev, 1990, pp. 35-39. (in Russian)

1989

Journal articles

Fuzzy ellispoidally sets in non-static estimation
Bakan G.M., Kussul N.N.
Automatics, 1989, 5, pp. 11-17. (in Russian)

    

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