Publications by Peter Sinčák

Books and its parts published in Slovakia

  1. Sinčák, P., & Andrejková, G. (1996a). Neural networks - engineering apoproach (Feedforward NN), Vol.1. edition Elfa-press. ISBN 80-88786-38-X - in Slovak

  2. Sinčák,P., & Andrejková, G. (1996b). Neural networks - engineering apoproach (Recurent and modular neural networks), Vol.2. edition Elfa-press. ISBN 80-88786-42-8 – in Slovak

  3. Sokáč M., Sztruhár D., Sinčák P., Bundzel M. (1999): Application of hydroinfromatic tools in Urban water management, ÚVTIP press, 305 pp, ISBN 80-85330-64-4 (parts – AI in information technologies, CI and prediction of water runoff in of sewer systems) – in Slovak

Editorial works of publications abroad

  1. Sinčák P., Vaščák J. (Eds) Quo Vadis Computational Intelligence, , pp. 498, ISBN 3-7908 13249 Publish. In series Studies in Fuzziness and Softcomputing, Springer Verlag, Hardcover
  2. Sinčák P, Vaščák J., Kvasnička V., Mesiar R. (Eds): State of Art in Computational Intelligence, Proceedings of the European Symposium on Computational Intelligence, August 30 – September 1, 2000, Košice, pp. 404, ISSN 1615-3871, Published in series Advances in Softcomputing, Springer-Verlag, 2000, Softcover

Editorial works of publications in Slovakia

  1. Sinčák, P. (Ed.). (1996a). Intelligent Technologies, Vol. II. Technická univerzita Košice, Proceedings, edition Elfa-press. ISBN 80-88786-51-7
  2. Sarnovský J., Sinčák P., Mach M., Hatala M (Eds).: Artificial Intelligence from Theory to Practice, Proceedings, Elfa press, ISBN 80-88786-83-5, April 1988

University textbooks

  1. Csontó, J., Mach, M., & Sinčák, P. (1995). Questions and answers about Internet (1. vydanie). edition Elfa-press. ISBN 80-88786-15-0

  2. Sinčák, P., & Hatala, M. (1995). Unix and C-language (1. vydanie). edition Elfa-press. ISBN 80-88786-18-5

Publications

  1. Sinčák, P. (1991). Teoretical and experimental analysis of application of edge operators in image processing, . International Journal Isledovanie Zemli iz Kozmosa, ISSN 0205 9614 Moskva, 119-223 – in russian
  2. Sincak P.: Supervised Classification of Remotely Sensed Images Based on Fuzzy Sets, International Conference - Fuzzy Days in Dortmund, Germany, Proceedings published in Springer-Verlag, 1997, ISBN 3-540-62868-1
  3. Sinčák, P., Madarász, L., Veregin, H. (1995b). Some Notes to intelligent Techniques in Classification Procedures. In Bulletin for Applied Mathematics, pp. 25-34 Balation-fured, Maďarsko ISSN 0133-3526
  4. Sincak P. , Veregin H., Kopco N. : : Computational Intelligence for Classification of Remotely Sensed Images, in Neural Network World, August 1998, ISSN 1210-0552, pp. 577-594, Prague, Czech Republic
  5. Jakša R., Majerník P., Sinčák P. : Reinforcement Learning based on Backpropagation for mobile robot navigation, Proceedings of CIMCA (Computational Intelligence for Modelling, Control and Automation, IOS Press, Februar 1999, Viedeň, ISBN 905199477X , ISSN 1383 7575
  6. Kopčo, N., Sinčák, P., and Veregin, H. (1999a) “Extended Methods for Classification of Remotely Sensed Images Based on ARTMAP Neural Networks," in Computational Intelligence – Theory and Applications (Lecture Notes in Computer Science 1625), Proceedings of International Conference “The 6-th Fuzzy days,” Dortmund, Germany, May 1999, pp. 206-219,
  7. Veregin H., Sinčák P., Kopčo N.: Conflation Techniques to Improve Image Classification Accuracy, International Journal GEOCARTO, Honkong, March 2000, ISSN 1010 6049. pp. 11-19
  8. Sinčák P. : ARTMAP neural networks for multispectral image classification, Journal of Advanced Computational Intelligence, Japan , ISSN 1343-0130, accepted for publication

  9. Veregin, H., Sinčák, P., Gregory, K., & Davis, L. (1995). Integration of High Resolution Video Imagery and Urban Storm Water Runoff Modelling. In Proceeding of 15-th Biennial Workshop on Videography and Color Photography in Resource Assesment, pp. 182-191 Terre Haute, Indiana, USA. American Society for Photogrametry and Remote Sensing. ISBN 1-57083-024-X

  10. Sincak P., Bundzel M., Sokac M., Sztruhar D., Marsalek J.: Urban runoff prediction by neural network, Proceedings of the 3.-rd International Conference on Hydroinformatics, Copenhagen, August 1998, Babovic & Larsen, ISBN 90-54-1098-31, pp. 825-830, Denmark

  11. Sincak P. , Popovec P., Jaksa R., Veregin H: Experience with Voting Neural Networks for Multiscpectral Image Classification, Neural Computation 98, Proceedings of the Internationl ICSC-IFAAC Symposium on Neural Computation, NC 98. Edited by Dr. Heiss, ISBN 3-906454-15-0, pp.226-232, Vienna, September 1998
  12. Sinčák, P. (1993a). Application of Local Operators to Multispectral Images for Non-destructive Smoothing. In Hlaváč, V. (Ed.), Proceeding of International Workshop of Society for Pattern Recognition

  13. Sinčák, P., Andráš, D., & Reiss, R. (1996). Comparative Study of Fuzzy and Non-fuzzy Approach to Speeding-up Backprogation Learning. In L., K. (Ed.), Proceedings of Symposiums on Fuzzy Logic and Control, pp. 85-95 Budapešť. Technical University of Budapest, Hungary

  14. Hatala, M., & Sinčák, P. (1995). Exploitation of User Model in the Planning System for Image Analysis. In Proceedings of 12-th International Conference on System Science, Wroclaw, Poland

  15. Sincak P., Kopco N., Jakša R., Bundzel M. : Computational Intelligence Tools for Environmental Applications, Proceedings, Second International Conference on Cognitive and Neural Systems, May 1998, pp.111, Boston, USA (poster presentation)
  16. Kopčo N., Sinčák P., Jakša R. : Methods of Analysys and Enhancement of Neural Networks classification of Remotely Sensed images, Third International Conference on Cognitive and Neural Systems, May 1999,Proceedings pp.120, Boston, USA (poster presentation)
  17. Sinčák. P., Kopčo N., Hric M., Hudec M.: MF-ARTMAP for Fuzzy Cluster Identification, Fourth International Conference on Cognitive and Neural Systems, May 2000, Boston, USA (poster presentation)

  18. Sinčák, P., Juhász, Š., & Feranec, J. (1988a). Niektoré klasifikácie digitálnych kozmických obrazových dát. In Ing. Ján Havel, D. (Ed.), Zborník z konferencie o Štátnom cieľovom projekte č. 602, pp. 202-232 Brezuvky , Česká Republika

  19. Feranec, J., Hájek, M., Oťáhel, J., & Sinčák, P. (1989). Creation of Map of Land Use in East Slovakian Region by applying Landsat MSAS Data. In Proceedings of International Conference on Cartography, Budapešt

  20. Sinčák, P. (1988). Image processing at Institute of Experimental Physics. In Proceedings of Intercosmos conference – working group for image processing, pp. 208-218, Bulgarian Academy of Science - Stará Zagora–in russian
  21. Sinčák, P. (1996b). Introduction to sub-symbolic AI. Proceedings of Annual meetings of Departments of Cybernetics in Czech and Slovak Republic, Cighaj, ČR Brno. TU Brno.

  22. Sinčák, P., & Sarnovský, J. (1995). Experience with teaching neural networks and neuro-fuzzy systems, TU Liberec

  23. Sinčák, P., Feranec, J., & Kudela, K. (1987). Analysis of data from Landsat satelite with purposes of thematic map creation – basic mathodology In International conference on Remote sensing, Pardubice, Czech Republic, 1987

  24. Sinčák, Kopčo, Hric, Veregin: MF-ARTMAP to identify fuzzy clusters in feature space, accepted to IIZUKA 2000 in Japan, october 1-4, 2000

  25. Sinčák, P., Kopčo, N., & Hatala, M. (1997). The use of Fuzzy Controller in training of neural network traning, Journal of Automation, ATP – in Slovak, 2 , 1997(90 %,.), ISSN 13352237

  26. Sinčák P., Jakša R. (1997): Application of neural networks in Steel Industry, Journal of Automation, ATP – in Slovak , 9 - 1997 , ISSN 1335 2237

  27. Sinčák, P., & Veregin, H. (1995c). The Use of Delta-bar-delta Approach to speed up BP-like Learning. In Bulletin for Applied Mathematics, pp. 25-34 Bardejov, Slovakia , 113-th Pannonion Applied Mathematical Meeting, ISSN 0133-3526.

  28. Jakša R. , Majerník P., Sinčák P., Backpropagation in supervised and reinforcement learning for mobile robot control, September 1999, Journal of Electrical Engineering , ISSN 1335 3632
  29. Sinčák P., Kopco N., Zeithaml : Stone pit identification using neural networks, Procceedings of INES (Intelligent Engineering Systems 99), Stara Lesná, Slovakia, ISSN 15625850, pp 393-395
  30. Sincak P., Kopčík M., Kaleta S. : Neural Networks in Time Series Prediction, accepted to Procceedings of INES (Intelligent Engineering Systems 99), Stara Lesná, Slovakia, ISSN 15625850, pp 389-391
  31. Kopčo N., Sinčák P.: Evaluation of Dependence on cluster representation in Artmap classifiers, accepted to Procceedings of INES (Intelligent Engineering Systems 99), Stara Lesná, Slovakia, ISSN 15625850, 377-381
  32. Sinčák P., Hric M., Kopčo N., Vaščák J.: Fuzzy Cluster Identification using neural networks, State of Art in Computational Intelligence, Proceedings of the European Symposium on Computational Intelligence, August 30 – September 1, 2000, Košice, pp. 404, ISSN 1615-3871 , published In seriesAdvances in Softcomputing, Springer-Verlag, 2000, pp. 220-238, Soft-cover
  33. Bundzel M., Sinčák P., Kopčo N.: Support Vectors Machine Approach for Classification Procedures, State of Art in Computational Intelligence, Proceedings of the European Symposium on Computational Intelligence, August 30 – September 1, 2000, Košice, pp. 404, ISSN 1615-3871 , published In seriesAdvances in Softcomputing, Springer-Verlag, 2000, pp. 361-369 .Soft-cover
  34. Gavalier M, Hudec M., Jakša R., Sinčák P.: Computational Intelligence to control the Lego robot, State of Art in Computational Intelligence, Proceedings of the European Symposium on Computational Intelligence, August 30 – September 1, 2000, Košice, pp. 404, ISSN 1615-3871, published In seriesAdvances in Softcomputing, Springer-Verlag, 2000,pp. 288-295, Soft-cover
  35. Jaksa R., Hudec M., Sinčák P. : Mobile Robot Control using BP based adaptive critic, State of Art in Computational Intelligence, Proceedings of the European Symposium on Computational Intelligence, August 30 – September 1, 2000, Košice, pp. 404, ISSN 1615-3871, published In seriesAdvances in Softcomputing, Springer-Verlag, 2000,pp 282-289, Soft-cover
  36. Vaščák J, Kováčik P., Betka J., Sinčák P.: Fuzzy Control of the landing airoplane, State of Art in Computational Intelligence, Proceedings of the European Symposium on Computational Intelligence, August 30 – September 1, 2000, Košice, pp. 404, ISSN 1615-3871, published In seriesAdvances in Softcomputing, Springer-Verlag, 2000, pp 276 - 281, Soft-cover
  37. Sinčák P., Kopčo N, Hrickova M,Kaleta S., Veregin H.: Multispectral image processing using computational intelligence, Quo Vadis Computational Intelligence, , pp. 361-378, ISBN ISBN 3-7908 13249 , Published in series Studies in Fuzziness and Softcomputing, Hardcover
  38. Kaleta S. , Sinčák P., Novotný D. : Application of Neural Networks in Electricity Load Forecast, accepted for publication in Journal of Power Engineering, Slovakia

  39. Sinčák, P., Juhász, Š., & Kudela, K. (1988b). Experience with multi-spectral image processing of Eastern Slovakian lowland. In Sabol, T., & Sinčák, P. (Eds.), Image processing and Artificial Intelligence, pp. 89-91 Vaľkov. Department of Technical Cybernetics and Institure of Experimental Physics, Košice,Slovakia

  40. Hájek, M., Čižmár, J., Hudecová, J., Sinčák, P., & Širáň, J. (1990). Application of remotely sensed data for thematic map creation. In III. International conference about remote sensing , pp. 183-190 Bratislava

  41. Sinčák, P., & Vojna, P. (1990). Computer processing of remotely sensed data for cartographic purposes. In 9. Slovak cartographic conference, pp. 198-203 Prešov, Cecho-Slovak Cartographic Society

  42. Sinčák, P., & Vojna, P. (1992). Selected classification procedures in image processing obtained from remote sensing technology, In Cybernetics and AI, Vol. VI, pp. 144-150 Košice. Technická univerzita Košice

  43. Sinčák, P., (1993b). Theoretical Aspects of Accuracy Assessment Concernig Classification Methods of Multispectral Data. In Levický, D. (Ed.), Conference on Digital Signal Processing CDSP´93, p. Herľany.
  44. Sinčák, P. (1994). Stuttgart Neural Networks Simulator. In Sarnovský, Ján (Ed.), Cybernetics and Artificial Intelligence, pp. 149-155 Herľany.
  45. Sinčák, P. (1994a). Hyperspectral Image Data - a New Generation of Multispectral Images. In J., S. (Ed.), Cybernetics and Artificial Intelligence, pp. 157-159 Herľany.
  46. Sinčák, P. (1993c). The Use of Decision Trees in Classification of Multispectral Images in Remote Sensing. In Proceedings of the International Conference MICRO-CAD Systems, Faculty of Electrotechnics, Košice
  47. Sinčák, P. (1984). Selected methods of local operators for image quality enhancement, In Proceedings of Intercosmos – working group for image processing, pp. 157-164., Košice
  48. Jakša, R., Sinčák, P. (1996). Neuro-controller Complex for Autonomous Vehicle. In Sinčák, P. (Ed.), Intelligent Technologies, Vol. II, pp. 195-204. Technical University of Košice, Elfa-press. ISBN 80-88786-51-7
  49. Sincak P., Kopco N.: Comparison Study of Image Classification Based in Intelligent Techniques, International Conference on Measurments, Smolenice May 1997, Slovak Republic, ISBN 80-967402-1-0

  50. Sinčák, P., Kopčík, M., Kopčo, N., & Jakša, R. (1997). Single Inverted Pendulum Intelligent Control. Smolenice, Slovakia, Biannual IFAC workshop on Automation and Control ISBN 802 2709743

  51. Sincak P., Bundzel M., Sokac M., Sztruhar D., Marsalek J.: Urban runoff prediction by neural network, in General Water Quality Management and Urban Drainage Management, Edited by Sztruhar, Capodaglio, pp. 169-178, ISBN 80 85330 466, Tempus Project publication September 1998
  52. Sinčák P., Sarnovský J., Csonto J.: Quo Vadis Artificial Intelligence ? Proceedings of the Scientific Conference „Artificial Intelligence in Industry“, Editors: Sarnovský, Sincak, Mach, Hatala, ISBN 80-88786-83-5, April 1988, pp. 1-10, High Tatras, Slovakia
  53. Sinčák P., Holecy M., Dučai M. : Computational Intelligence in Financial Cybernetics . Proceedings of the Scientific Conference „Artificial Intelligence in Industry“, Editors: Sarnovský, Sincak, Mach, Hatala, pp. 319-328, High Tatras, Slovakia
  54. Sincak P. , Veregin H., Kopco N. : Computational Intelligence for Classification of Remotely Sensed Images, 2-nd Slovak Conference on Artificial Neural Networks, Conference Proceedigs eds. By Dr. Hrehus, pp. 106-119. ISBN 80-967935-2-7, Smolenice November 1998

List of projects involved

  1. AI methods in control of large scale systems – member of research team, Slovak Research Agency , (1996-1998)
  2. Pattern Recognition with AI methods – Deputy head of the project – Slovak Research Agency (1997-1999)
  3. Fuzzy Classification in Remotely Sensed images - Principal investigator together with Dr. Howard Veregin from University of Minnesota, Common USA-Slovak project (1994- 1998)
  4. Special EU TEMPUS project oriented towards development of courses on application of CI tools in hydrology. In frame of this project, research in application of neural networks in hydrology.
  5. Computational Intelligence in decision procedures - Principal investigator of grant awarded by Slovak Research Agency (1999-2001)
  6. European Symposium on Computational Intelligence - Principal manager of the grant awarded by EU for international conference organization

List of research reports for Industry and other organization in Slovakia (all in Slovak)

  1. Sinčák, P. (1987). Review of multi-spectral image processing of Remote Sensing. Research report, Institute of Experimental Physics, Košice, 1987, 40 pp. for Slovak State Institute of Cartography, Bratislava in 1989

  2. Bober, P., & Sinčák, P. (1987). Selected methods based on linear transformations for feature selection, Research report, Institute of Experimental Physics, Košice, 1989, 45 pp. for State Institute of Cartography, Bratislava in 1989

  3. Sinčák, P. (1989a). Application of microwave images for remote sensing, Research report, Institute of Experimental Physics, Košice, 1989, 20 pp. for State Institute of Cartography, Bratislava in 1989
  4. Sinčák, P. (1989b). Statistical approached for analysis and classification of images from Remote Sesning, Research report, Institute of Experimental Physics, Košice, 1989, 35 pp for State Institute of Cartography, Bratislava in 1989
  5. Sinčák, P. (1989c). Basic Analysis of digitized Video-imagery from Remote sensing, Remote Sesning, Research report, Institute of Experimental Physics, Košice, 1989, 15 pp. – for State Institute of Cartography, Bratislava in 1989

  6. Vojna, P., & Sinčák, P. (1989). Linear classification of remotely sensed images, Research report, Institute of Experimental Physics, Košice, 1989, 28 pp. – for State Institute of Cartography, Bratislava in 1989

  7. Hatalová M., Sinčák, P. (1988). Selected methods of cluster analysis for remote sensing technology I. , Research report, Institute of Experimental Physics, Košice, 1989, 40 pp. – for State Institute of Cartography, Bratislava in 1989

  8. Sabol, R., & Sinčák, P. (1989). Selected methods of cluster analysis for remote sensing technology II. , Research report, Institute of Experimental Physics, Košice, 1989, 30 pp. – for State Institute of Cartography, Bratislava in 1989

  9. Sinčák, P. (1992a). Methodical Notes to edge detection on remote sensing images Research Report, Department of Cybernetics and AI, FEI TU Košice. 30 pp.– for State Hydrological Institute, Bratislava, 1992
  10. Sinčák, P. (1992b). Methodical Notes to pattern recognition problems in remote sensing technology, Research Report, Department of Cybernetics and AI, FEI TU Košice. 40 pp. – for State Hydrological Institute, Bratislava, 1992
  11. Sinčák, P. (1992c). Methodical notes to unsupervised classification problems in remote sensing, Research Report, Department of Cybernetics and AI, FEI TU Košice. 37 pp. – for State Hydrological Institute, Bratislava, 1992
  12. Sinčák, P. (1992d). Methodical notes to image preprocessing in remote sensing technology, Research Report, Department of Cybernetics and AI, FEI TU Košice.37 pp. – for State Hydrological Institute, Bratislava, 1992

  13. Sinčák, P., & Koško, M. (1992). Methodical Notes to image preprocessing for atmospheric correction in remote sensing technology, Research Report, Department of Cybernetics and AI, FEI TU Košice. 38 pp. – for State Hydrological Institute, Bratislava, 1992

  14. Sinčák, P., Mach, M., Vaščák, J., Csontó, J., & Andrassyová, E. (1995a). Research Study about application potential of intelligent technologies in VSZ Kosice Steel Plant Company, Research Report, Department of Cybernetics and AI, FEI TU Košice, 110 pp. – for Steel Plant Company , VSZ Kosice, 1995

Review of research papers

More than 60 reviews in various occasions

Non-research papers

  1. Grass-users in Slovakia, Grass User bilten, Champane, Ilinois, USA, 1992
  2. Sinčák P., Kopčo N., Jakša R., Kopčík M., Bundzel M., Kaleta S., Hudec M.: Review of Activities of Computatioan Intelligence Group at TU Kosice, Slovakia, Czech Republic, 1998
  3. Jakša R. , Sinčák P.: Adapatic Critic to controle mobile Robots, ERCIN new magazin

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