Piero P. Bonissone – Recent Publications (2006-Present)

 

Edited Books (1)
  1. P Bonissone, G. Yen, L. Wang and S. Lucas, Proceedings of the IEEE World Congress on Computational Intelligence, Vancouver, Canada, July 16-21, 2006. IEEE, Omnipress, ISBN: 0-7803-9489-5 

 

Journal Papers (6)

1.       F. Xue, P. Bonissone, A. Varma, W. Yan, N. Eklund, K. Goebel, “An Instance-Based Method for Remaining Useful Life Estimation for Aircraft Engines” Journal of Failure Analysis and Prevention, March 7, 2008, http://www.springerlink.com/content/4t7656400t571727/ ) – [GE GR Technical Report, 2007GRC276, Apr 10, 2007 (pdf)].

2.       P. Bonissone, F. Xue, and R. Subbu, “Fast Meta-models for Local Fusion of Multiple Predictive Models” Applied Soft Computing Journal, 2008 – [GE GR Technical Report, 2007GRC832, Oct 12, 2007 (pdf)].

3.       J. L. Verdegay, R. Yager, and P. Bonissone,  “On Heuristics as a Fundamental Constituent of Soft Computing” Fuzzy Sets and Systems, 2007 – [GE GR Technical Report, 2007GRC805, Oct 10, 2007 (pdf)].

  1. P. Bonissone, A. Varma, K. Aggour, and Feng Xue, “Design of local fuzzy models using evolutionary algorithms", Computational Statistics and Data Analysis, 51:398-416, 2006, (pdf) 2007 – [GE GR Technical Report, 2006GRC594, Oct 2, 2007 (pdf)].
  2. K. Aggour, P. Bonissone, W. Cheetham, R. Messmer, “Automating the Underwriting of Insurance Applications”, AI Magazine, 27(3): 36-50, Fall 2006 (pdf) – [GE GR Technical Report, 2007GRC304, Apr 16, 2007 (pdf)].
  3. P. Bonissone, R. Subbu, N. Eklund, and T. Kiehl, "Evolutionary Algorithms + Domain Knowledge = Real-World Evolutionary Computation", IEEE Transactions on Evolutionary Computation, 10(3): 256-280, June 2006  (pdf) – [GE GR Technical Report, 2004GRC142, Feb 20, 2004 (pdf)]. 

 

Book Chapters (1)
  1. P. Bonissone and N. Iyer, “Knowledge and Time: A Framework for Soft Computing Applications in PHM”, in "Uncertainty and Intelligent Information Systems", B. Bouchon-Meunier, C. Marsala, M. Rifqi and R.R. Yager (eds.), World Scientific, (2007). 

 

Conference Proceedings (21)
  1. P. Bonissone, J.M. Cadenas, M.C. Garrido, R.A. Diaz, “Combination Methods in Fuzzy Random Forest”, SMC 2008, Singapore, Oct. 12-15, 2008.
  2. P. Bonissone, “Soft Computing Applications in PHM”, Proc. FLINS 2008, Madrid, Spain – in Computational Intelligence in Decision and Control (Da Rua, Montero, Lu, Martinez, D’hondt, Kerre, eds.), pp 751-756, World Scientific 2008
  3. P. Bonissone, “Research Issues in Multi Criteria Decision Making (MCDM): The Impact of Uncertainty in Solution Evaluation”, IPMU 2008, Malaga, Spain, June 22-27, 2008.
  4. P. Bonissone, J.M. Cadenas, M.C. Garrido, R.A. Diaz, “A Fuzzy Random Forest: Fundamental for Design and Construction”, IPMU 2008, Malaga, Spain, June 22-27, 2008.
  5. X. Hu, R. Subbu, P. Bonissone, H. Qiu, N. Iyer, “Multivariate Anomaly Detection in Real-World Industrial Systems”, submitted to IJCNN 2008, WCCI 2008 . Hong Kong, China, June 1-6, 2008 – [GE GR Technical Report, 2008GRC132, Feb 21, 2008 (pdf)].
  6. John D. Friedemann, A. Varma, P. Bonissone, N. Iyer, “Subsea Condition Monitoring: A Path To Increased Availability And Increased Recovery”, Society of Petroleum Engineers Intelligent Energy Conference, Amsterdam, The Netherlands, Feb 25-27, 2008 – [GE GR Technical Report, 2008GRC009, Jan 29, 2008 (pdf)].
  7. P. Bonissone, “Soft Computing Applications in Prognostics and Health Management: A Time and Knowledge Framework with Selected Case Studies”, AAAI Fall Symposium on Artificial Intelligence for Prognostics, Arlington, VA, Nov. 9-11, 2007.
  8. P. Bonissone. N. Iyer, “Soft Computing Applications to Prognostics and Health Management (PHM): Leveraging field data and domain knowledge”, 9th International Work-Conference on Artificial Neural Networks (IWANN 2007), pp. 928-939, San Sebastián (Spain), June 20-22, 2007  – [GE GR Technical Report, 2007GRC799, October 4, 2007 (pdf)].
  9. A. Varma, P. Bonissone, W. Yan, N. Eklund, K. Goebel, N. Iyer, S. Bonissone “Anomaly Detection using Non-Parametric information”, Proceedings ASME Turbo Expo 2007: Power for Land, Sea and Air, Montreal, Canada, May 14-17, 2007 (pdf) 2007  – [GE GR Technical Report, 2007GRC362, Apr 26, 2007 (pdf)].
  10. H. Qiu, N. Eklund, W. Yan, P. Bonissone, K. Goebel, “Estimating Deterioration Level of Aircraft Engines”, Proceedings ASME Turbo Expo 2007: Power for Land, Sea and Air, Montreal, Canada, May 14-17, 2007 (pdf) – [GE GR Technical Report, 2007GRC307, Apr 10, 2007 (pdf)].
  11. F. Xue, P. Bonissone, A. Varma, W. Yan, N. Eklund, K. Goebel,  “An Instance-Based Method for Remaining Useful Life Estimation for Aircraft Engines”, 61st Meeting of the Society for Machinery Failure Prevention Technology (MFPT), Virginia Beach, VA, April 17-19, 2007 (pdf) – [GE GR Technical Report, 2007GRC276, Apr 10, 2007 (pdf)].
  12. N. Iyer and P. Bonissone, “Automated risk classification and outlier detection”, First IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM 2007), Honolulu, Hawaii, April 2, 2007 (pdf) – [GE GR Technical Report, 2007GRC341, Apr 16, 2007 (pdf)].
  13. R. Subbu, P. Bonissone, S. Bollapragada, K. Chalermkraivuth, N. Eklund, N. Iyer, R. Shah, F. Xue and W. Yan, “A review of two industrial deployments of multi-criteria decision-making systems at General Electric”, First IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM 2007), Honolulu, Hawaii, April 2, 2007 (pdf) – [GE GR Technical Report, 2007GRC259, Mar 28, 2007 (pdf)].
  14. P. Bonissone, J.M. Cadenas, M. C. Garrido, and J.J. Hernandez, “Data Mining in Modeling a Meta-heuristic Cooperative System: A Comparative Analysis” (Mineria de Datos en el Modelado de un Sistema Metaheuristico Cooperativo: Una Comparativa– in Spanish), V Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB 2007), pp. 215-222, Feb 14-16, 2007, Tenerife, Spain – [GE GR Technical Report, 2007GRC804, October 29, 2007 (pdf)].
  15. P. Bonissone, “Domain Knowledge and Decision Time: A Framework for Soft Computing Applications”, 2006 International Symposium on Evolving Fuzzy Systems (EFS 2006), pp 19-24, Ambleside, Lake District, UK. September 7-9, 2006 (pdf)
  16. P. Bonissone, “Knowledge and Time: A Framework for Soft Computing Applications in Prognostics and Health Management”, IPMU 2006 – Industrial Session, pp. 1-6, July 2-7, 2006, Paris, France (pdf) 2007  – [GE GR Technical Report, 2007GRC372, Apr 26, 2007 (pdf)].
  17. P. Bonissone, K. Goebel, N. Iyer, “Knowledge and Time:  Selected Case Studies in Prognostics and Health Management (PHM)”, IPMU 2006 – Industrial Session, pp. 7-12, July 2-7, 2006, Paris, France (pdf) – [GE GR Technical Report, 2007GRC426, Jun 12, 2007 (pdf)].
  18. W. Yan, and P. Bonissone, “Designing a neural network decision system for automated insurance underwriting”, IEEE International Joint Conference on Neural Networks (IJCNN’06), Vancouver, BC, Canada, July 16 –21, 2006 (pdf) – [GE GR Tech. Report, 2006GRC3-4, May 18, 2006 (pdf)].
  19. F. Xue, R. Subbu, P. Bonissone, “Locally Weighted Fusion of Multiple Predictive Models”, IEEE International Joint Conference on Neural Networks (IJCNN’06), Vancouver, BC, Canada, July 16 –21, 2006 (pdf) – [GE GR Technical Report, 2006GRC454, Nov 10, 2006 (pdf)].
  20. R. Subbu, P. Bonissone, N. Eklund, W. Yan, N. Iyer, F. Xue, R. Shah, “Management of Complex Dynamic Systems based on Model-Predictive Multi-objective Optimization” CIMSA 2006, La Coruña, Spain, Jul 12-14, 2006 (pdf) – [GE GR Tech. Report, 2006GRC456, Nov 10, 2006 (pdf)].
  21. N. Iyer, K. Goebel, P. Bonissone, Framework for Post-Prognostic Decision Support, IEEE Aerospace Conference (IEEEAC) 11.0903, March 4-11, 2006, (pdf)

 

 

Technical Reports (2)
  1.  P. Bonissone, N. Eklund, N. Iyer, H. Qiu, A. Varma, “Integrated System Health Management (ISHM) and Software Technologies Support”, NASA Fianal Report - GE GR Technical Report, 2007grc928, Dec 5. 2007 (pdf).
  2. K. Goebel, R. Subbu, P. Bonissone, “Controller Adaptation to Compensate Deterioration Effects”, GE GR Technical Report, 2006GRC298, May 4, 2006, (pdf)

 

Author: Piero P. Bonissone        Email: bonissone@crd.ge.com

 

 
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