Reference Number: INTAS-97-0606
INTAS logo Development of an Intelligent Sensing Instrumentation Structure I.S.I.S.
Overview | Participants | Scientific results | Publications | Site map

Some publications from this list available for download in PDF files. You can use Adobe Acrobat for view it.

Acrobat Logo

    List of Publications

    LIST OF INTERNATIONAL PUBLICATIONS

  1. Sachenko A., Kochan V., Turchenko V., Tymchyshyn V. and Vasylkiv N. "Intelligent Nodes for Distributed Sensor Network", IEEE Instrumentation and Measurement Technology Conference - IMTC'99, Venice, Italy, May 1999
  2. Savitsky J. and Golovko V. "Training of the Recurrent Neural Networks for Prediction", 5th International Conference on Pattern Recognition and Information Processing - PRIP'99, Minsk, Belarus, May 1999
  3. Laopoulos T., Golovko V., Savitsky Y., Sachenko A. and Grandinetti L. "Architecture and Adaptive Training Algorithms of the Recurrent Neural Network", International Conference "Information Technologies for Education, Science and Business" - ITESB'99, Minsk, Belarus, June 1999
  4. Sachenko A., Kochan V., Turchenko V., and Vasylkiv N. "Intelligent System of Temperature Measurement", 7th International Symposium on Temperature and Thermal Measurements in Industry and Science - TEMPMEKO'99, Delft, Netherlands, June 1999
  5. Golovko V., Grandinetti L., Kochan V., Laopoulos Th., Sachenko A., Turchenko V. and Tymchyshyn V. "Approach of an Intelligent Sensing Instrumentation Structure Development", IEEE International Workshop on Intelligent Signal Processing - WISP'99, Budapest, Hungary, September 1999
  6. Golovko V., Savitsky J., Dunets A., Sachenko A., Laopoulos Th. and Grandinetti L. "Modifications of the Archtecture and Training Algorithms of the Recurrent Neural Network for Time Series Prediction", IEEE International Workshop on Intelligent Signal Processing - WISP'99, Budapest, Hungary, September 1999
  7. Golovko V., Gladyschuk V., Sachenko A., Laopoulos Th. and Grandinetti L. "Rules of the Recirculation Neural Network Training", IEEE International Workshop on Intelligent Signal Processing - WISP'99, Budapest, Hungary, September 1999
  8. Sachenko A., Kochan V., Turchenko V., Laopoulos Th. and Golovko V. "Using Neural Networks for Decreasing ADC Error", 4th International Workshop on ADC Modeling and Testing - IWADC'99, Bordeaux, France, September 1999
  9. Golovko V., Grandinetti L., Kochan V., Laopoulos Th., Sachenko A. and Turchenko V. "Sensor Signal Processing Using Neural Networks", IEEE R8 International Conference - AFRICON'99, Cape Town, South Africa, September 1999
  10. Golovko V., Savitsky J., Sachenko A., Kochan V., Turchenko V., Laopoulos Th. and Grandinetti L. "Intelligent system for Prediction of Sensor Drift", International Conference on Neural Networks and Artificial Intelligence - ICNNAI'99, Brest, Belarus, October 1999
  11. Golovko V., Dunets A. and Savitsky J. "The Training of Feed-Forward Neural Networks", International Conference on Neural Networks and Artificial Intelligence - ICNNAI'99, Brest, Belarus, October 1999
  12. Golovko V. and Savitsky J. "New Approach of the Recurrent Neural Network Training", International Conference on Neural Networks and Artificial Intelligence - ICNNAI'99, Brest, Belarus, October 1999
  13. Sachenko A., Kochan V. and Turchenko V. "Sensor Drift Prediction Using Neural Networks", IEEE International Workshop on Virtual and Intelligent Measurement Systems - VIMS'00, Annapolis, U.S.A., April 2000
  14. Sachenko A., Kochan V., Turchenko V., Laopoulos Th., Golovko V. and Grandinetti L. "Features of Intelligent Distributed Sensor Network: Higher Level Development", IEEE Instrumentation and Measurement Technology Conference - IMTC'00, Baltimore, U.S.A., May 2000
  15. Golovko V., Savitsky J., Laopoulos Th., Sachenko A., and Grandinetti L. "Technique for Efficient Training of MLP with Adaptive Training Step Rate Estimation", ICSC Symposium on Engineering of Intelligent Systems - EIS2000, Univ. of Paisley, U.K., June 2000
  16. Sachenko A., Kochan V., Turchenko V., Laopoulos T. and Golovko V. "Intelligent Node for Sensor Signal Processing", IEEE Nordic Signal Processing Symposium - NORSIG'2000, Linkoping, Sweden, June 2000
  17. Sachenko A., Kochan V., Turchenko V., Golovko V., Savitsky J., Dunets A., and Laopoulos Th. "Sensor Error Prediction Using Neural Networks", IEEE-INNS-ENNS International Joint Conference on Neural Networks - IJCNN'00, Como, Italy, July 2000
  18. Golovko V., Savitsky J., Laopoulos Th., Sachenko A., and Grandinetti L. "Technique of Learning Rate Estimation for Efficient Training of MLP", IEEE-INNS-ENNS Internftional Joint Conference on Neural Networks - IJCNN'00, Como, Italy, July 2000
  19. Sachenko A., Tsahouridis K., and Laopoulos Th. "Concept of Distributed Intelligent Instrumentation", XVI IMEKO World Congress, Vienna, Austria, September 2000
  20. Sachenko A., Kochan V. and Turchenko V. "Intelligent Temperature Measurement System", XVI IMEKO World Congress, Vienna, Austria, September 2000
  21. Golovko V., Savitsky Y., Maniakov N., and Shut V. "Some Aspects of Identification of Nonlinear Systems", Proceedings of Sixth International Conference on Pattern Recognition and Information Processing - PRIP2001, Minsk, Belarus, May 2001
  22. Sachenko A., Kochan V., Kochan R., Turchenko V., Tsahouridis K., and Laopoulos Th. "Error Compensation in an Intelligent Sensing Instrumentation System", IEEE Instrumentation and Measurement Technology Conference - IMTC/2001, Budapest, Hungary, May 2001
  23. Kochan R., Sachenko A., Laopoulos Th., and Sobolev V. "Metrology Support of Intelligent Temperature Measurement Systems", 8th International Symposium on Temperature and Thermal Measurements in Industry and Science - TEMPMEKO'2001, Berlin, Germany, June 2001
  24. Turchenko V., Kochan V., Sachenko A., and Laopoulos Th. "The New Method of Historical Data Integration Using Neural Networks", International Workshop on Intelligent Data Acquisition and Advanced Computing Systems - IDAACS2001, Foros, Ukraine, July 2001
  25. Kochan R., Berezky O., and Karachka A. "Development of the Integrating Analog to Digital Converter for Distributive Data Acquisition Systems with Improved Noise Immunity", International Workshop on Intelligent Data Acquisition and Advanced Computing Systems - IDAACS2001, Foros, Ukraine, July 2001
  26. Golovko V., Savitsky Y., and Maniakov N. "Modeling Nonlinear Dynamics Using Multilayer Neural Networks", International Workshop on Intelligent Data Acquisition and Advanced Computing Systems - IDAACS2001, Foros, Ukraine, July 2001
  27. Turchenko V., Kochan V., and Sachenko A. "Neural-Based Data Processing in Intelligent Distributed Sensor Network", International Conference on Neural Networks and Artificial Intelligence - ICNNAI'2001, Minsk, Belarus, October 2001
  28. Turchenko V., Kochan V., and Sachenko A. "Estimation of Computational Complexity of Sensor Accuracy Improvement Algorithm Based on Neural Networks", Lecture Notes in Computing Science, N.2130, Editors G. Gooss, J. Hartmanis, and J. van Leeuwen, Springer-Verlag, 2001
  29. Turchenko V., Triki C., and Sachenko A. "Approach to Parallel Training of Integration Historical Data Neural Networks", 20th IASTED International Multi-Conference on Applied Informatics - AI2002, Innsbruck, Austria, February 2002

    LIST OF REGIONAL PUBLICATIONS (in Russian & Ukrainian)

  30. Golovko V.A. Neurointelligence: Theory and Application. Book 1. Organization and Training of Feed-Forward and Feed-Back Neural Networks, Brest, BPI, 1999, 264 p (in Russian).
  31. Golovko V.A. Neurointelligence: Theory and Application. Book 2. Self-Organization, Fault-Tolerance and Application of Neural Networks, Brest, BPI, 1999, 228 p (in Russian).
  32. Tymchyshyn V.O. Efficiency Improvement of Design of Specialized Computer Systems Based on Typical Microprocessor Platforms, Ph.D. Thesis on specialty 05.13.13 - computing machines, systems and networks, State University "Lvivska Politechnika", Lviv, 1999, successfully defended 17 Nov 1999 (in Ukrainian).
  33. V. Golovko, V. Gladyschuk, V.Kochan, T.Laopoulos, L.Grandinetti. Training Algorithm for Re-circulation Neural Networks, Transactions of Ternopil Academy of National Economy, Ternopil, Ukraine, 2000, No 10, pp. 31-36 (in Russian).
  34. V.Golovko, Y.Savitsky, A.Sachenko, V.Turchenko, T.Laopoulos, L.Grandinetti. Choice of Architecture and Adaptive Training of Recurrent Neural Network for Time Series Prediction, Transactions of Ternopil Academy of National Economy, Ternopil, Ukraine, 2000, No 10, pp. 37-42 (in Russian).
  35. V. Turchenko. Specialised Controller of Neuro-Computation of Distributed Sensor Network, Scientific Transactions of Chernivtsi State University: Physics and Electronics, Chernivtsi, Ukraine, 2000, No 92, pp. 86-90 (in Ukrainian).
  36. V.Turchenko, R.Kochan, A.Karachka. Prediction of Drift of Sensor Conversion Characteristics Using Neural Networks, Transactions of Ternopil State Technical University, Ternopil, Ukraine, 2000, Vol. 5, No 4, pp. 102-108 (in Ukrainian).
  37. V. Kochan. Construction of Intelligent Systems of Physical Quantities Measurement, Transactions of Brest State Technical University, Brest, Belarus, 2000, No 5, pp. 41-44 (in Russian).
  38. A.Sachenko, V.Kochan, V.Turchenko, V.Golovko, Y.Savitsky, A.Dunets. Error Prediction of Sensor Devices Using Neural Networks, Transactions of Brest State Technical University, Brest, Belarus, 2000, No 4, pp. 59-64 (in Russian).
  39. A.Sachenko, V.Kochan, V.Turchenko, V.Golovko, Y.Savitsky, T.Laopoulos. Method of the Training Set Formation for Neural Network Predicting Drift of Data Acquisition Device, Patent of Ukraine, application number 2000010010, accepted (in Ukrainian).
  40. Savitsky Y.V. Methods and Means of Artificial Neural Networks Development for Solving of Prediction Tasks, Ph.D. Thesis on specialty 05.13.15 - computing machines and systems, Belarus State University of Informatics and Radioelectronics, Minsk, 2000, successfully defended 28 Dec 2000 (in Russian).
  41. Kochan, O. Berezky, A.Karachka. Integrating ADC for Distributive Data Acquisition Systems, Proceedings of XIII Scientific Conference "Sensors and Data Transformer for Measuring, Control and Drive Systems" (Sensor2001), May 24 - 31, 2001, Sudak, Ukraine, pp. 204-205 (in Russian).
  42. R.M.Kochan, I.V. Maruschak, R.V.Kochan. Reprogramming Controller for Sensor Signal Processing, Proceedings of XIII Scientific Conference "Sensors and Data Transformer for Measuring, Control and Drive Systems" (Sensor2001), May 24 - 31, 2001, Sudak, Ukraine, pp.205-206 (in Russian).
  43. Golovko V.A. Neural Networks: Organization, Training and Application, Moscow, Radiotechnika, 2001, 350 p (in Russian).
  44. Turchenko V.O. Neural Network Based Methods and Means for Improving the Effectiveness of Distributed Sensor Data Acquisition and Processing Networks, Ph.D. Thesis on specialty 05.13.13 - computing machines, systems and networks, National University "Lvivska Politechnika", Lviv, 2001, successfully defended 26 Jun 2001 (in Ukrainian).
  45. V. Golovko, C. Triki, Y. Savitsky. Parallel Algorithms for Neural Network Functioning and Training, Transactions of Brest State Technical University, Brest, Belarus, 2001, in press (in Russian).
  46. V. Turchenko, V. Kochan, A. Sachenko, V. Golovko, O. Ignatiuk, C. Triki. An Approach to Software Development of the Higher Level of Intelligent Distributed Sensor Network, Transactions of Brest State Technical University, Brest, Belarus, 2001, in press (in Russian).