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OXFORD UNIVERSITY  COMPUTING LABORATORY

Dr. Vasile PALADE

Publications

(selection)

Refereed journal/conference papers

  1. J.D. Velasquez, V. Palade (2007). "A Knowledge Base for the Maintenance of Knowledge Extracted from Web Data", Knowledge-Based Systems Journal (Elsevier), vol. 20, no 3,  pp. 238-248.
  2. D.A.G. Vieira, J.A. Vasconcelos, V. Palade, W.M. Caminhas (2007). "The Minimum Gradient Complexity Control Applied to Sensitivity Extraction of Electromagnetic Devices", accepted to the IEEE Transaction in Magnetics, in print.
  3. D.A.G. Vieira, R.H.C. Takahashi, V. Palade, J.A. Vasconcelos, W.M. Caminhas (2007). "The Q-norm Complexity Measure and the Minimum Gradient Method: A Novel Approach to the Machine Learning Structural Risk Minimization Problem", accepted to the IEEE Trans. on Neural Networks, in print.
  4. M. Kazemian, B. Moshiri, V. Palade, H. Nikbakht, C. Lucas (2007). "Using Classifier Fusion Techniques for Protein Secondary Structure Prediction",  accepted to the International Journal of Computational Intelligence in Bioinformatics and Systems Biology, in print.
  5. J.D. Velasquez, V. Palade (2007). "Building a Knowledge Base for Implementing a Web-based Computerized Recommendation System", International Journal of Artificial Intelligence Tools, vol. 16, no 5, pp 793- 828.
  6. Z. Wang, V. Palade (2007). "A Comprehensive Fuzzy-Based Framework for Cancer Microarray Data Gene Expression Analysis", in Proceedings of the IEEE 7th International Conference on BioInformatics and BioEngineering, October 14-17, 2007, Boston, USA.
  7. R. Ranawana, V. Palade (2006). "Optimized Precision - A New Measure for Classifier Performance Evaluation", in Proc. of the IEEE World Congress on Computational Intelligence, Vancouver - Canada, 16-21 July 2006.
  8. Z. Wang, V. Palade, Y. Xu (2006). "Neuro-Fuzzy Ensemble Approach for Microarray Cancer Gene Expression Data Analysis", in Proceedings of the 2006 International Symposium on Evolving Fuzzy Systems (IEEE), September 7-9, 2006, Lake District, UK.
  9. R. Ranawana, V. Palade (2006). "Multi-Classifier Systems: Review and a Roadmap for Developers", Int. Journal of Hybrid Intelligent Systems, vol. 3, no. 2, pp. 35-61.
  10. J. Velasquez, V. Palade (2006). "Testing online navigation recommendations in a web site", published in Proc. of KES2006 - The 10th Int. Conf. on Knowledge Based Intelligent Information & Engineering Systems, October 9-11, 2006, Bournemouth, UK (LNAI - Springer).
  11. R. Belea, S. Caraman, V. Palade (2006). "Genetic Algorithm Convergence Analysis Using a Unified Representation of Genes and the Hamming Distance", Int. Journal of Knowledge-Based and Intelligent Engineering Systems, vol. 10, no. 1, pp. 29-40.
  12. C.D. Bocaniala, V. Palade, S. Bumbaru (2005). "Experimental Validation of a Novel Fuzzy Classifier Performance", Studies in Informatics and Control, vol. 14, no 3, Sept. 2005.
  13. R. Ranawana, V. Palade, G.E.M.D.C. Bandara (2005). "Automatic Fuzzy Rule Base Generation for On-line Handwritten Alphanumeric Character Recognition", Int. Journal of Knowledge-Based and Intelligent Engineering Systems, vol. 9, no. 3, pp. 327-340.
  14. C. D. Bocaniala, J. Sa da Costa, V. Palade (2005). "Fuzzy-Based Refinement of the Fault Diagnosis Task in Industrial Devices", Journal of Intelligent Manufacturing, vol. 16, no. 6, pp. 599-614.
  15. R. Ranawana, V. Palade (2005). "A Neural Network Based Multi-Classifier System for Gene Identification in DNA Sequences", Neural Computing and Applications, vol. 14, no. 2, pp. 122-131.
  16. V. Ariton, V. Palade (2005). "Human-like fault diagnosis using a neural network implementation of plausibility and relevance", Neural Computing and Applications, vol. 14, no. 2, pp. 149-165.
  17. G. Fetecau, V. Palade, V. Nicolau (2004). "Neural Network Based Optimal Control of a Biosynthesis Process", Int. Journal of Knowledge-Based and Intelligent Engineering Systems, vol. 8, no. 2, pp. 107-116.
  18. C. D. Bocaniala, J. Sa da Costa, V. Palade (2004). "A Novel Fuzzy Classification Solution for Fault Diagnosis", International Journal of Fuzzy and Intelligent Systems, vol. 15, no. 3-4, pp. 195-206.
  19. K. Chinnasarn, C. Lursinsap, V. Palade (2004). Blind Separation of Mixed Kurtosis Signed Signals using Partial Observations and Low Complexity Activation Functions, Int. Journal of Computational Intelligence and Applications, vol. 4, no. 2, June 2004, 207-223.
  20. D. Neagu, V. Palade (2003). "A Neuro-Fuzzy Approach for Functional Genomics Data Interpretation and Analysis", Neural Computing and Applications, 12: 153-159.
  21. R. Belea, S. Caraman, V. Palade (2004). "Diagnosing the population state in a genetic algorithm using Hamming distance", Proc. of 8th Int. Conf. on Knowledge-Based Intelligent Information & Engineering Systems (Lect. Notes in Artificial Intelligence), Wellington-New Zealand, 20-24 Sept. 2004.
  22. R. Ranawana, V. Palade, G.E.M.D.C. Bandara (2004). "An efficient fuzzy method for handwritten character recognition", Proc. of 8th Int. Conf. on Knowledge-Based Intelligent Information & Engineering Systems (Lect. Notes in Artificial Intelligence), Wellington-New Zealand, 20-24 Sept. 2004.
  23. C.D. Bocaniala, J. Sa da Costa, V. Palade (2004). "Refinement of the diagnosis process performed with a fuzzy classifier", Proc. of 8th Int. Conf. on Knowledge-Based Intelligent Information & Engineering Systems (Lect. Notes in Artificial Intelligence), Wellington-New Zealand, 20-24 Sept. 2004.
  24. R. Ranawana, V. Palade (2004). "MultinNNProm: A multi-classifier system for finding genes", Proc. of 9th Online World Conference on Soft Computing in Industrial Applications – WSC9, Sept. 2004 (Springer-Verlag).
  25. D. Neagu, E. Kalapanidas, M. Avouris, V. Palade (2002). "Neural and Neuro-Fuzzy Integration in a Knowledge-Based System for Air Quality Prediction", Applied Intelligence, 17(2), pp. 141-169, Sept. 2002.
  26. V. Palade, D. Neagu (2002). "Neuro-fuzzy based analysis of gene expression data", Proc. of the 6th International Conference on Knowledge-Based Intelligent Information & Engineering Systems – KES2002, Crema/Milan - Italy, 16-18 Sept. 2002, pp. 1088-1092.
  27. K. Chinnasarn, C. Lursinsap, V. Palade (2003). "Sequential Source Separation of Mixed Kurtosis Sign Sources", Proc. of the 3rd Int. Symposium on Communications and Information Technologies –ISCIT2003, Thailand, Sept. 2003.
  28. K. Chinnasarn, C. Lursinsap, V. Palade (2003). "Low complexity functions for stationary independent component mixtures", Proc. of the 7th Int. Conf. on Knowledge-Based Intelligent Engineering and Information Systems - KES2003 (LNAI), Oxford-UK, 3-5 Sept. 2003.
  29. N. Constantin, V. Palade (2002). "An improved neuro-fuzzy network for self-organizing control", Proc. of the 6th International Conference on Knowledge-Based Intelligent Information & Engineering Systems – KES2002, Crema/Milan - Italy, 16-18 Sept. 2002, pp. 1120-1126.
  30. V. Palade, Ron J. Patton, F.J. Uppal, J. Quevedo, S. Daley (2002). "Fault diagnosis of an industrial gas turbine using neuro-fuzzy methods", Proc. of the 15th IFAC World Congress, Barcelona-Spain, 21-26 July 2002, pp.2477-2482.
  31. D. Neagu, V. Palade (2002). "Modular neuro-fuzzy networks used in explicit and implicit knowledge integration", Proc. of 15th International Conference of Florida Artificial Intelligence Society - FLAIRS2002, pp. 277-281, Pensacola/Florida - USA, 14-16 May 2002.
  32. F. J. Uppal, R. J. Patton, V. Palade (2002). "Neuro-fuzzy based fault diagnosis applied to an electro-pneumatic valve", Proc. of the 15th IFAC World Congress, Barcelona-Spain, 21-26 July 2002, pp. 2483-2488.
  33. V. Palade, D. Neagu, R. J. Patton (2001). "Interpretation of trained neural networks by rule extraction", Lecture Notes in Computer Science - Springer Verlag, LNCS 2206 - Computional Intelligence: Theory and Applications, Bernd Reusch Ed. - ISSN 0302-9743, pp. 152-161, Sept. 2001.
  34. D.C. Neagu, D. Neagu, L. Georgescu, V. Palade (2001). "Analysis of a neuro-fuzzy aproach of air pollution: building a case study", Proc. of the 11th International Symposium on Modelling, Simulation and Systems Identification - SIMSIS11, pp. 160-165, Galati - Romania, 12-13 Oct. 2001.
  35. V. Ariton, V. Palade (2001). "A Fuzzy-Neuro Approach on Fault Isolation in Conductive Flow Systems", Proc. of The 5th World Multi-Conference on Systemics, Cybernetics and Informatics, vol. 9, pp. 562-567, Orlando - USA, 22-24 July 2001.
  36. C.D. Bocaniala, V. Palade (2001). "A Fuzzy Approach for Measuring Discourse Syntactic Structure Correctness", Proc. of The 5th World Multi-Conference on Systemics, Cybernetics and Informatics", vol. 9, pp. 577-582, Orlando - USA, 22-24 July 2001.
  37. D. Neagu, V. Palade (2000). "An interactive fuzzy operator used in rule extraction from neural networks", Neural Network World Journal, 10/4, pp. 675-684, 2000.
  38. V. Palade, D. Neagu, G. Puscasu (2000). "Rule extraction from neural networks by interval propagation", Proc. of the 4th IEEE International Conference on Knowledge-Based Intelligent Engineering Systems - KES2000, pp. 217-220, Brighton-UK, Aug. 2000.
  39. V. Palade, G. Puscasu, D. Neagu (2000). "An aproach of DC driving system neural control by inverting forward model", Proc. of the 10th IEEE Mediterranean Electrotechnical and Electronical International Conference - MELECON2000, pp. 45-48, Limasol - Cyprus May 2000.
  40. V. Palade, D. Neagu, G. Puscasu (2000). "Using fuzzy neural networks for process modelling", Proc. of the 10th Int. Conference on Systems Theory, Automation, Robotics and Informatics - SINTES10, pp. 264-268, Craiova - Romania 2000.
  41. D. Neagu, V. Palade (2000). "Neural explicit and implicit knowledge representation", Proc. of the 4th IEEE International Conference on Knowledge-Based Intelligent Engineering Systems - KES2000, pp. 213-216, Brighton-UK, Aug. 2000.
  42. D. Neagu, V. Palade (2000). "An interactive fuzzy operator used in rule extraction from neural networks", Proceedings of the Int. Conference of Neural Network World - NNW2000, pp 50-51, Prague, July 2000 (an abstract, the complete paper was published in the Neural Network World Journal).
  43. G. Puscasu, V. Palade, A. Stancu (2000). "A procedure of fault detection for driving systems using self-organizing neural networks", Proc. of the 10th IEEE Mediterranean Electrotechnical and Electronical International Conference - MELECON2000, pp. 98-101, Limasol - Cyprus May 2000.
  44. D. Neagu, V. Palade (2000). "A neuro-fuzzy aproach to photochemical pollution prediction", Proc. of the 10th Int. Conference on Systems Theory, Automation, Robotics and Informatics - SINTES10, pp. A/128-A/131, Craiova - Romania 2000.
  45. V. Palade, G. Puscasu, D. Neagu (1999). "Neural network-based control by inverting neural models", Journal of Control Engineering and Applied Informatics, 12/1, pp. 25-35, 1999
  46. D. Neagu, V. Palade (1999). "Fuzzy Computing in a Multi-purpose Neural Network Implementation", Lecture Notes in Computer Science - Springer Verlag, LNCS 1625 - Computional Intelligence: Theory and Applications, Berndt Reusch Ed. - ISSN 0302-9743, pp. 697-700, May 1999.
  47. V. Palade, M.G. Negoita, V. Ariton (1999). "Genetic algorithm optimization of knowledge extraction from neural networks", Proc. of the 6th IEEE International Conference on Neural Information Processing - ICONIP99, vol. 2 pp. 752-758, Perth - Australia, Nov. 1999.
  48. V. Palade, G. Puscasu (1999). "A neural network based method for controlling a DC motor", Proceedings of the 2nd Int. Conference on Electromechanical Systems - SIELMEC'99, pp. 51-54, Chisinau - Rep. of Moldavia, Oct. 1999.
  49. D. Neagu, M. G. Negoita, V. Palade (1999). "Aspects of integration of explicit and implicit knowledge in connectionist expert systems", Proc. of the 6th IEEE International Conference on Neural Information Processing - ICONIP99, vol. 2 pp. 759-764, Perth - Australia, Nov. 1999.
  50. G. Puscasu, V. Palade (1999). "An improved inverse neural control structure for non-linear dynamic systems", Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, vol 2, pp. 985-988, Paphos - Cyprus, 1999.
  51. G. Puscasu, V. Palade (1999). "Fault recognition to a DC motor using neural networks", Proceedings of the 2nd Int. Conference on Electromechanical Systems - SIELMEC'99, pp. 249-252, Chisinau - Rep. of Moldavia, Oct. 1999.
  52. V. Palade, V. Ariton, V. Mazilescu (1999). "A fuzzy neural network based controller implementation using standard neurons", The Annual Scientific Bulletin of the University of Galati, vol. 3, pp. 56-61, 1999.
  53. V. Ariton, S. Bumbaru, V. Palade (1999). "Bond Graphs and the Semi-Qualitative Encoding of the Faulty Behaviour in Conductive Flow Systems", The Annual Scientific Bulletin of the University of Galati, vol. 3, pp. 43-48, 1999
  54. V. Palade, S. Bumbaru, M.G. Negoita (1998). "A method for compiling neural networks into fuzzy rules using genetic algorithms and hierarchical aproach", Proceedings of the 2nd IEEE International Conference on Knowledge-Based Intelligent Electronic Systems- KES1998, vol. 2 pp. 353-358, Adelaide - Australia, 1998.
  55. V. Palade, G. Puscasu (1998). "Eliminating redundant rules in fuzzy neural networks", Proceedings of the 10th Int. Symposium on Modelling, Simulation and System Identification - SIMSIS10, pp. 22-25, Galati-Romania, Oct. 1998.
  56. G. Puscasu, C. Milos, V. Palade (1998). "A fuzzy approach in pattern recognition using potential function method", Proceedings of the 10th International Symposium on Modelling, Simulation and Identification Systems - SIMSIS10, pp. 35-38, Galati-Romania, Oct. 1998.
  57. V. Palade, V. Ariton, G. Puscasu (1998). "On fuzzy rule acquiring using fuzzy neural networks", The Annual Scientific Bulletin of the University of Galati, vol. 3, pp. 116-120, 1998
  58. V. Mazilescu, C. Novac, V. Palade (1998). "Predictability of fuzzy compiled models for real time expert control systems", The Annual Scientific Bulletin of the University of Galati, vol. 3, pp. 101-110, 1998.
  59. V. Ariton, V. Palade, F. Popescu (1997). "Case-based fault detection - a method for parallel processing", Proceedings of the IFAC International Workshop on Manufacturing Systems: Modelling, Management and Control - MIM'97, pp.485-490, Vienna Feb. 1997.
  60. V. Palade, V. Ariton, G. Puscasu (1997). "A hierarchical approach for mapping neural networks into fuzzy rules", The Annual Scientific Bulletin of the University of Galati, vol. 3, pp. 64-69, 1997

Authored Books

  1. M. Negoita, D. Neagu, V. Palade (2005). "Computational Intelligence: Engineering of Hybrid Systems", Springer-Verlag (ISBN 3-540-23219-2).
  2. V. Palade, D. Neagu (2001). "Hybrid Intelligent Systems", Matrix ROM Publishers, Bucharest (in 2 volumes: vol.1 - "Hybrid Intelligent Systems: Transformation Systems", authors: V. Palade & D. Neagu, and vol.2 - "Hybrid Intelligent Systems: Combination Systems", authors: D. Neagu & V. Palade).
  3. C. Novac, V. Palade (2001). "Artificial Intelligence and Expert Systems", Technical Publishing House, Bucharest, ISBN 973-31-1584-3 (in Romanian language).
  4. G. Puscasu, V. Palade, A. Stancu (2000). "Intelligent Control Systems", Matrix ROM Publishers, Bucharest, ISBN 973-685-127-3 (in Romanian language).

Edited Books/Proceedings/Chapters in Books

  1. V. Palade, C.D. Bocaniala, L. Jain (Eds.) (2006). "Computational Intelligence in Fault Diagnosis", Springer, August 2006.
  2. L. Jain, V. Palade, D. Srinivasan (Eds.) (2007). "Advances in Evolutionary Computing for System Design", Springer, May 2007.
  3. V. Palade, R.J. Howlett, L. Jain (Eds.) (2003). Proceedings of KES 2003- The 7th Int. Conf. on Knowledge-Based Intelligent Information and Engineering Systems, Oxford, 3-5 Sept. 2003 (Lectures Notes in Artificial Intelligence Series, Springer-Verlag).
  4. C.D. Bocaniala and V. Palade (2006). "Computational Intelligence in Fault Diagnosis: Review and State-of-The-Art", in "Computational Intelligence in Fault Diagnosis", V. Palade, C.D. Bocaniala and LC. Jain (Eds.), Springer, 2006.










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