Aleksander Malinowski's Publications

Journal Papers:

  1. B. Wilamowski, A. Malinowski, J. Regnier, "Internet as a New Graphical User Interface for Electronic Design Automation Tools," IEEE Transactions on Industrial Electronics, vol. 48. No. 6, Dec. 2001, pp. 1266-1268.
  2. J. M. Zurada, A. Malinowski, S. Usui, "Perturbation Method for Deleting Redundant Inputs of Perceptron Networks," Neurocomputing, vol. 14, No. 2, February 1997, pp. 177-193.
  3. R. Kozma, A. Malinowski, M. Kitamura, J. M. Zurada, "Evaluating the Performance Measures of Artificial Neural Networks Trained by Structural Learning Algorithms," Australian Journal of Intelligent Information Processing Systems, vol. 3, No 2, Winter 1996, pp. 10-15.
  4. J. M. Zurada, A. Malinowski, "Multilayer Perceptron Networks: Selected Aspects of Training Optimization," Applied Mathematics and Computer Science, 1994, vol. 4, pp. 281-307.
  5. W. Janke, A. Malinowski, "The Modified Method for Fast Calculations of Convolution and Deconvolution," Advances in Modeling and Analysis, B, vol. 26, No 4, 1993, pp.31-41.

Book contribution:

  1. A. Malinowski, B.M.. Wilamowski, "The Transmission Control Protocol" for Handbook on Industrial Information Technology edited by R. Zurawski; Invited Chapter, CRC Press, pp. 16.1-16.14.
  2. A. Malinowski, B.M.. Wilamowski, "The User Datagram Protocol" for Handbook on Industrial Information Technology edited by R. Zurawski; Invited Chapter, CRC Press, 2005, pp. 17.1-17.5.
  3. Co-author of The Solution Manual for Introduction to Artificial Neural Systems, by J. M. Zurada, PWS Publishing Company, March 1992.

Dissertations:

  1. A. Malinowski, "Reduced Perceptron Networks and Inverse Dynamics Control," Ph.D. Dissertation, University of Louisville, Louisville, KY, August 1996.
  2. A. Malinowski, "Computer aided verification of mask design of MOS integrated circuits," Technical University of Gdansk, 1990, M.S. (in Polish).

Conference papers:

  1. Heidenburg, B., Lenisa, M., Wentzel, D., Malinowski, A., "Data Mining for Gaze Tracking System," Proc. of Conference on Human System Interaction (HSI08), Krakow, Poland, May 25-27, 2008, pp. ????- ????.
  2. J. devi Kommineni, A. Malinowski, "Study of Time Delay Distribution in IP Protocol Family for IP-Network Based Control Applications," Proceedings of the 31th Annual Conference of the IEEE Industrial Electronics Society (IECON'05), Raleigh, North Carolina, USA, November 6-10, 2005, pp. 2423-2426.
  3. J. Dunne, D. Patnode, A. Malinowski D. Schertz, "WISENET - TinyOS Based Wireless Network of Sensors," Proc. of the Annual Conference of the IEEE Industrial Electronics Society (IECON'03), Roanoke, Virginia, November 2-6, 2003, pp. 2363-2368.
  4. B. M. Wilamowski, D. Hunter, A. Malinowski, "Solving Parity- N Problems with Feedforward Neural Networks," Proc. of the International Joint Conference on Neural Networks (IJCNN'03), Portland, Oregon, July 20-24, 2003, pp. 2546- 2551.
  5. W. K.N. Anakwa, H. P. Roca, Jo. Lopez, A. Malinowski, "Environments for Rapid Implementation of Control Algorithms And Hardware-in-the-Loop Simulation," Proc. of the Annual Conference of the IEEE Industrial Electronics Society (IECON'02), Sevilla, Spain, November 5-8, 2002, pp. 2288-2293.
  6. M. Manic, B. Wilamowski, A. Malinowski "Internet based Neural Network Online Simulation Tool," Proc. of the Annual Conference of the IEEE Industrial Electronics Society (IECON'02), Sevilla, Spain, November 5-8, 2002, pp. 2870- 2874.
  7. A. Malinowski, T. Booth, T., S. Grady, B. Huggins, "Real Time Control of a Robotic Manipulator via Unreliable Internet Connection," Proc. of the Annual Conference of the IEEE Industrial Electronics Society (IECON'01), Denver, CO, November 29-December 2, 2001, pp. 170-175.
  8. A. Malinowski, "Networked Home Automation Projects," Proc. of the Annual Conference of the IEEE Industrial Electronics Society (IECON'01), Denver, CO, November 29-December 2, 2001, pp. 1758-1762.
  9. W. St. Moscibrodzki, S. Kwiatkowski, A. Malinowski, "A Reference Implementation of the Internet-supported Home Security System," Proc. of the Annual Conference of the IEEE Industrial Electronics Society (IECON'01), Denver, CO, November 29-December 2, 2001, pp. 1838-1843.
  10. A. Malinowski, B. Wilamowski "Paper Collection and Evaluation Through the Internet," Proc. of the Annual Conference of the IEEE Industrial Electronics Society (IECON'01), Denver, CO, November 29-December 2, 2001, pp. 1868-1873.
  11. A. Malinowski, J. Dahlstrom, P. Febles Cortez, G. Dempsey, C. Mattus, "Web- based Remote Active presence, " Proc. of the 2000 ASEE Annual Conference, Saint Louis, MO, June 91-21, 2000.
  12. B. Wilamowski, A. Malinowski, "GradeWatch - the Software Package Displaying on Web Pages Student Grades, " Proc. of the 2000 ASEE Annual Conference, Saint Louis, MO, June 91-21, 2000.
  13. A. Malinowski, B. Wilamowski, "Web-based C++ Compilers, "Proc. of the 2000 ASEE Annual Conference, Saint Louis, MO, June 91-21, 2000.
  14. B. Wilamowski, A. Malinowski, J. Regnier, "SPICE based Circuit Analysis using Web Pages," Proc. of the 2000 ASEE Annual Conference, Saint Louis, MO, June 91-21, 2000.
  15. A. Malinowski, T. Konetski, B. Davis, D. Schertz, "Web-Controlled Robotic Manipulator using Java and Client-Server Architecture," Proc. of the Annual Conference of the IEEE Industrial Electronics Society (IECON'99), San Jose, CA, November 29-December 3, 1999, vol. 2, pp. 827-830.
  16. A. Malinowski, K. Wilamowska, "Grade Info-line: A web-based grade information system," Proc. of the Annual Conference of the IEEE Industrial Electronics Society (IECON'99), San Jose, CA, November 29-December 3, 1999, vol. 1, pp. 111-115.
  17. B. M. Wilamowski, Y. Chen, A. Malinowski, "Efficient Algorithm for Training Neural Networks with one Hidden Layer," Proc. of the International Joint Conference on Neural Networks (IJCNN'99), Washington, D.C., USA, July 10-16, 1999, pp 1725-1728.
  18. A. Malinowski, S. Cretti, D. A. Smith, K. Wilamowska, "A Web-based Extension Spring Design program, " Proc. of SMI Spring Industry 1999 Technical Symposium, Chciago, IL, May 18-20, 1999, pp. 9-12.
  19. A. Malinowski, B. M. Wilamowski, "Internet Accessible Compilers in Software and Computer Engineering," Proc. of the ICSEE/Western Multiconference, San Francisco, CA, January 17-20, 1999, pp. 221-224.
  20. A. Malinowski, D. Smith, K. Wilamowska, S. Cretti, "Extension Spring Design Calculator: a Web-based Mechanical Engineering CAD Tool," Proc. of the ICSEE/Western Multiconference, San Francisco, CA, January 17-20, 1999, pp. 111- 113.
  21. B. M. Wilamowski, J. Regnier, A. Malinowski, "Spice Intranet Package," Proc. of the ISIE'98 Innternational Symposium on Industrial Electronics, Pretoria, South Africa, July, 7-10, 1998, pp 493-496.
  22. J. M. Zurada, A. Lozowski, A. Malinowski, "Yield Improvement in GaAs IC Manufacturing using Neural Network Inverse Modeling," Proc. of the International Joint Conference on Neural Networks (IJCNN'97), Houston, Texas, June 9-12, 1997.
  23. J. M. Zurada, A. Lozowski, A. Malinowski, "Design Centering in GaAs IC Manufacturing," Proc. of the IEEE Aerospace Conference, Snowmass, Colorado, USA, February 1-8, 1997, vol. 2, pp. 435-447.
  24. A. Malinowski, D. A. Miller, J. M. Zurada, "Reduction of Neural Network Models for Identification and Control of Nonlinear Systems," Proc. of IEEE International Conference on Neural Networks, Washington, DC, June 2-6, 1996, vol. 1, pp. 2250-2254.
  25. A. Malinowski, T. J. Cholewo, J. M. Zurada, P. B. Aronhime "Inverse Mapping with Neural Network for Control of Nonlinear Systems," Proc. of IEEE International Symposium on Circuits and Systems, Atlanta, Georgia, May 12-15, 1996, vol. ??, pp. 453-456.
  26. A. Malinowski, J. M. Zurada, J. H. Lilly "Inverse Control of Nonlinear Systems Using Neural Network Observer and Inverse Mapping Approach," Proc. of IEEE International Conference on Neural Networks, Perth, Western Australia, November 27-December 1, 1995, vol. 5, pp. 2513-2518.
  27. R. Kozma, A. Malinowski, M. Kitamura, J. M. Zurada, "On Performance Measures of Artificial Neural Networks Trained by Structural Learning Algorithms," Proc. of Artificial Neural Networks and Expert Systems Conference, University of of Otago, Dunedin, New Zealand, November 20-23, 1995, pp. 22-25.
  28. A. Malinowski, D. A. Miller, J. M. Zurada, "Reconciling Training and Weight Suppression: New Guidelines for Pruning-Efficient Training," World Congress on Neural Networks, Washington, DC, July 17-21, 1995, vol. 1, pp. 724-728.
  29. S. Yasui, A. Malinowski, J. M. Zurada, "Convergence Suppression and Divergence Facilitation: New Approach to Prune Hidden Layer and Weights of Feedforward Neural Networks," Proc. of IEEE International Symposium on Circuits and Systems, Seattle, Washington, April 29-May 3, 1995, vol. 1, pp. 121-124.
  30. A. Malinowski, T. J. Cholewo, J. M. Zurada, "Capabilities and Limitations of Feedforward Neural Networks with Multilevel Neurons," Proc. of IEEE International Symposium on Circuits and Systems, Seattle, Washington, April 29- May 3, 1995, vol. 1, pp. 131-134.
  31. A. Malinowski, J. M. Zurada, "Minimal Training Set Size Estimation for Sampled-Data Function Encoding," Proc. of World Congress on Neural Networks, San Diego, California, June 4-9, 1994, vol. 2, pp. 366-371.
  32. B. M. Wilamowski, J. M. Zurada, A. Malinowski, "Steepest Descent Algorithm for Autoassociative Neural Memory, Proc. of IEEE International Conference on Neural Networks Orlando, Florida, June 28-July 2, 1994, vol. 2, pp. 1125-1129.
  33. J. M. Zurada, A. Malinowski, I. Cloete, "Sensitivity Analysis for Minimization of Input Data Dimension for Feedforward Neural Network," Proc. of IEEE International Symposium on Circuits and Systems, London, May 28-June 2, 1994, vol. 6, pp. 447-450.
  34. A. Malinowski, J. M. Zurada, P. B. Aronhime, "Minimal Training Set Size Estimation For Neural Network-based Function Approximation," Proc. of IEEE International Symposium on Circuits and Systems, London, May 28-June 2, 1994, vol. 6, pp. 403-406.
  35. J. M. Zurada, A. Malinowski, I. Cloete, "Sensitivity Analysis for Pruning of Training Data in Feedforward Neural Networks," Proc. of The First Australian and New Zealand Conference on Intelligent Information Systems, Perth, West. Australia, December 1-3, 1993, pp. 288-292.
  36. A. Malinowski, J. M. Zurada, "Minimal Training Set Size for Neural Network- based Function Encoding," in Intellignet Engineering Systems Through Artificial Neural Networks, vol. , New York, NY, ASME Press, 1993, pp. 149-154.
  37. J. M. Zurada, A. Malinowski, "Sampling Rate for Information Encoding Using Multilayer Neural Networks," Proc. of International Joint Conference on Neural Networks, Nagoya, Japan, October 25-29, 1993.
  38. A. Malinowski, J. M. Zurada, P. Przestrzelski, "Modified Hebbian Learning Rule for Single Layer Learning," Proc. of IEEE International Symposium on Circuit and Systems, Chicago, Illinois, May 2-6, 1993, pp. 2407-2410.
  39. M. Desai, A. Malinowski, "Neural Network Model for Time-Series Data Prediction," Proc. of International Fuzzy Systems and Control Conference, Louisville, Kentucky, March 1993, pp 241-247.
  40. W. Janke, A. Malinowski, "The Modified Method for Fast Calculations of Convolution and Deconvolution," Proc. of. AMSE Conference Signals & Systems, Geneva, June 17-19, 1992.
  41. W. Janke, A. Malinowski, "Semianalytical Algorithms for Convolution and their Usage In Simulation of Dynamical Systems," Zakopane, Poland, June 1992 (in Polish).
  42. W. Janke, A. Malinowski, "Algorithms for Calculations of Thermal Transients in Electron Devices Working in Switching Conditions," Proc. of the Symposium on Principles of Electrotechnics and Circuit Theory, Wisla, Poland, April 1992 (in Polish).
  43. A. Malinowski, B. Wilamowski, "Circuit Oriented Extractor of Bipolar Integrated Circuits," Proc. of the National Conference on Circuits Theory and Electronic Circuits, Rzeszow-Myczkowce, Poland, October 17-20, 1989, vol. 2, pp 31-38 (in Polish).
  44. W. Kalman, A. Malinowski, K. Piwakowski, B. Wilamowski, "Digital Integrated Circuits Simulating Program for Microcomputers," Proc. of National Conference on Telecommunication KST'89, Bydgoszcz, Poland, September 6-8, 1989, vol. E, pp. 13-21 (in Polish).
  45. A. Malinowski, "Computer Methods of Verification for Projects of Integrated Circuits," Proc. of International Conference of Students and Young Researchers, Zielona Gora, Poland, April 10-13, 1989, vol. Elektronika, pp 26-30 (in Polish).

Major Grants and Technical Reports:

  1. A. Malinowski, G. Dempsey, "Teleconferencing Robot", Funded grant at $96,000 by Motorola; ECE Department, Bradley University, June 1999-May 2001.
  2. J. M. Zurada, G. L. Creech, A. Malinowski, A. Lozowski, "Neural Networks for Inverse Parameter Modeling of IC Fabrication Stages," Final Report, ONR Grant (N00014-93-1-0855), Department of Electrical Engineering, University of Louisville, July 1, 1995 - December 31, 1996.
  3. J. M. Zurada, G. L. Creech, A. Malinowski, A. Lozowski, "Neural Networks Modeling for Yield Enhancement in Semiconductor Manufacturing," Final Report, ONR Grant, Department of Electrical Engineering, University of Louisville, July 1, 1993 - September 30, 1995.
  4. A. Malinowski, as one of four co-authors: "Development of CAD Tools for ASIC Design, Simulation and Verification, Technical University of Gdansk, 1988, for Research Center for Specialized Electronic Circuits MERA-OBREUS in Torun, Poland (in Polish).

Tutorials:

  1. A. Malinowski, B. Wilamowski, "Internet Technology as a Tool for Solving Engineering Problems ," Proc. of the Annual Conference of the IEEE Industrial Electronics Society (IECON'01), Denver, CO, November 29-December 2, 2001, pp. 1622-1630.

Newsletter publications:

  1. A. Malinowski, "Portable Document Format - How to create a file? How portable it really is?," Newsletter of IEEE Industrial Electronics Society, vol. 1-2, June 2002.
  2. A. Malinowski, "CORBA - the New Technology for Industrial and Telecommunication Network-Distributed Applications," Newsletter of IEEE Industrial Electronics Society, vol. 2, June 1998.

Presentations:

  1. A. Malinowski, "Web-based Control using Java and Client-Server Architecture," presented at Bradley University ECE Colloquium, Peoria, IL, October 28, 1999.
  2. B. Davis, T. Konetski, A. Malinowski, "Web Controlled Robot," presented at Bradley University Technology Expo'99, Peoria, IL, March 24, 1999.
  3. A. Malinowski, "Internet Accessible Software," presented at Bradley University Technology Expo'99, Peoria, IL, March 24, 1999.
  4. A. Malinowski, B. M. Wilamowski, "Internet C and C++ Compiler," presented at special panel "Vision of industrial network computing" at the 23rd Annual International Conference of the IEEE Industrial Electronics Society (IECON'97). New Orleans, Louisiana, November 9-14, 1997.

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