Publication List

Conferences

[1] Alexander Feldman, Gregory Provan, and Arjan van Gemund. Computing multiple minimal diagnoses. In Proceedings of the First Annual Conference of the Prognostics and Health Management Society (PHM'09), San Diego, California, USA, September 2009. [ bib ] PS PDF
[2] Alexander Feldman, Gregory Provan, and Arjan van Gemund. Solving strong-fault diagnostic models by model relaxation. In Proceedings of the Twenty-First International Joint Conference on Artificial Intelligence (IJCAI'09), Pasadena, California, USA, July 2009. [ bib ] PS PDF
[3] Alexander Feldman, Gregory Provan, and Arjan van Gemund. FRACTAL: Efficient fault isolation using active testing. In Proceedings of the Twenty-First International Joint Conference on Artificial Intelligence (IJCAI'09), Pasadena, California, USA, July 2009. [ bib ] PS PDF
[4] Alexander Feldman, Gregory Provan, and Arjan van Gemund. A framework and algorithm for model-based active testing. In Proceedings of the First International Conference on Prognostics and Health Management (PHM'08), Denver, Colorado, USA, October 2008. Best Student Paper Award. [ bib ] PS PDF
[5] Alexander Feldman, Gregory Provan, and Arjan van Gemund. Computing observation vectors for max-fault min-cardinality diagnoses. In Proceedings of the Twenty-Third National Conference on Artificial Intelligence (AAAI'08), Chicago, Illinos, USA, pages 911-918, July 2008. [ bib ] PS PDF
[6] Alexander Feldman, Gregory Provan, and Arjan van Gemund. Computing minimal diagnoses by greedy stochastic search. In Proceedings of the Twenty-Third National Conference on Artificial Intelligence (AAAI'08), Chicago, Illinos, USA, pages 919-924, July 2008. [ bib ] PS PDF
[7] Alexander Feldman, Marco Caporicci, Oscar Gracia, and André Bos. Advances in intelligent health reasoning and its application to IBDM. In Proceedings of the IEEE Aerospace Conference, Big Sky, Montana, USA, March 2007. [ bib ] PS PDF
[8] Alexander Feldman, Jurryt Pietersma, and Arjan van Gemund. All roads lead to fault diagnosis: Model-based reasoning with Lydia. In Proceedings of the Eighteenth Belgium-Netherlands Conference on Artificial Intelligence (BNAIC'06), Namur, Belgium, October 2006. [ bib ] PS PDF
[9] Alexander Feldman and Arjan van Gemund. A two-step hierarchical algorithm for model-based diagnosis. In Proceedings of the Twenty-First National Conference on Artificial Intelligence (AAAI'06), Boston, Massachusetts, USA, July 2006. [ bib ] PS PDF
[10] Jurryt Pietersma, Alexander Feldman, and Arjan van Gemund. Modeling and compilation aspects of fault diagnosis complexity. In Proceedings of IEEE AUTOTESTCON'06, Anaheim, California, USA, September 2006. [ bib ] PS PDF

Workshops & Symposia

[1] Tolga Kurtoglu, Sriram Narasimhan, Scott Poll, David Garcia, Lukas Kuhn, Johan de Kleer, Arjan van Gemund, and Alexander Feldman. First international diagnosis competition - DXC'09. In Proceedings of the Twentieth International Workshop on Principles of Diagnosis (DX'09), Stockholm, Sweden, pages 383-396, June 2009. [ bib ] PS PDF
[2] Tolga Kurtoglu, Sriram Narasimhan, Scott Poll, David Garcia, Lukas Kuhn, Johan de Kleer, Arjan van Gemund, and Alexander Feldman. Towards a framework for evaluating and comparing diagnosis algorithms. In Proceedings of the Twentieth International Workshop on Principles of Diagnosis (DX'09), Stockholm, Sweden, pages 373-382, June 2009. [ bib ] PS PDF
[3] Alexander Feldman, Gregory Provan, and Arjan van Gemund. The Lydia approach to combinational model-based diagnosis. In Proceedings of the Twentieth International Workshop on Principles of Diagnosis (DX'09), Stockholm, Sweden, pages 403-408, June 2009. [ bib ] PS PDF
[4] Alexander Feldman, Gregory Provan, Johan de Kleer, Lukas Kuhn, and Arjan van Gemund. Automated redesign with the General Redesign Engine. In Proceedings of the Twentieth International Workshop on Principles of Diagnosis (DX'09), Stockholm, Sweden, pages 307-314, June 2009. [ bib ] PS PDF
[5] Alexander Feldman, Gregory Provan, Johan de Kleer, Lukas Kuhn, and Arjan van Gemund. Automated redesign with the General Redesign Engine. In Proceedings of the Eighth Symposium on Abstraction, Reformulation, and Approximation (SARA'09), Lake Arrowhead, California, US, July 2009. [ bib ] PS PDF
[6] Alexander Feldman, Gregory Provan, and Arjan van Gemund. A framework and algorithm for model-based active testing. In Proceedings of the Nineteenth International Workshop on Principles of Diagnosis (DX'08), Blue Mountains, Australia, pages 71-78, September 2008. [ bib ] PS PDF
[7] Alexander Feldman, Gregory Provan, and Arjan van Gemund. Approximate model-based diagnosis using greedy stochastic search. In Proceedings of the Seventh Symposium on Abstraction, Reformulation, and Approximation (SARA'07), Whistler, Canada, pages 139-154, July 2007. [ bib ] PS PDF
[8] Alexander Feldman, Gregory Provan, and Arjan van Gemund. Approximate model-based diagnosis using greedy stochastic search. In Proceedings of the Eighteenth International Workshop on Principles of Diagnosis (DX'07), Nashville, Tennessee, USA, pages 290-297, May 2007. [ bib ] PS PDF
[9] Alexander Feldman, Gregory Provan, and Arjan van Gemund. Generating manifestations of max-fault min-cardinality diagnoses. In Proceedings of the Eighteenth International Workshop on Principles of Diagnosis (DX'07), Nashville, Tennessee, USA, pages 83-90, May 2007. [ bib ] PS PDF
[10] Alexander Feldman, Gregory Provan, and Arjan van Gemund. Interchange formats and automated benchmark model generators for model-based diagnostic inference. In Proceedings of the Eighteenth International Workshop on Principles of Diagnosis (DX'07), Nashville, Tennessee, USA, pages 91-98, May 2007. [ bib ] PS PDF
[11] Alexander Feldman, Jurryt Pietersma, and Arjan van Gemund. A multi-valued SAT-based algorithm for faster model-based diagnosis. In Proceedings of the Seventeenth International Workshop on Principles of Diagnosis (DX'06), Peñaranda de Duero, Burgos, Spain, June 2006. [ bib ] PS PDF
[12] Alexander Feldman, Arjan van Gemund, and André Bos. A hybrid approach to hierarchical fault diagnosis. In Proceedings of the Sixteenth International Workshop on Principles of Diagnosis (DX'05), Monterey, California, USA, pages 101-106, June 2005. [ bib ] PS PDF

Technical Reports

[1] Alexander Feldman, Gregory Provan, and Arjan van Gemund. A family of model-based diagnosis algorithms based on Max-SAT. Technical Report ES-2009-02, Delft University of Technology, 2009. [ bib ] PS PDF
[2] Alexander Feldman and Arjan van Gemund. Reducing the diagnostic uncertainty of a paper input module by active testing. Technical Report ES-2009-04, Delft University of Technology, 2009. [ bib ] PS PDF
[3] Alexander Feldman and Arjan van Gemund. Lydia user guide. Technical Report ES-2009-05, Delft University of Technology, 2007. [ bib ] PS PDF
[4] Alexander Feldman and Arjan van Gemund. Building a Lydia model of an Océ printer's paper input module. Technical Report TUD-SERG-2007-16, Delft University of Technology, 2007. [ bib ] PS PDF

Journal Papers in Review

[1] Alexander Feldman, Gregory Provan, and Arjan van Gemund. Approximate model-based diagnosis using greedy stochastic search. Journal of Artificial Intelligence Research, 2010. Submitted for Review. [ bib ] PS PDF
[2] Alexander Feldman, Gregory Provan, and Arjan van Gemund. Stochastic algorithms for sequential model/based diagnosis. Journal of Artificial Intelligence Research, 2010. Submitted for Review. [ bib ] PS PDF
[3] Alexander Feldman, Tolga Kurtoglu, Sriram Narasimhan, Scott Poll, David Garcia, Johan de Kleer, Lukas Kuhn, and Arjan van Gemund. Empirical evaluation of diagnostic algorithms using a generic framework. International Journal of Prognostics and Health Management, 2010. Submitted for Review. [ bib ] PS PDF