Publication List
Alexander Feldman

February 15, 2016

Books and Collections

[1] Alexander Feldman, Meir Kalech, and Gregory Provan, editors. Proceedings of the Twenty-Fourth International Workshop on Principles of Diagnosis: DX-2013, 2013. [ bib ] PS PDF
[2] Yannick Pencolé, Alexander Feldman, and Alban Grastien, editors. Proceedings of the Diagnostic REAsoning: Model Analysis and Performance Workshop DREAMAP-2012 at ECAI-2012, 2012. [ bib ] PS PDF
[3] Alexander Feldman. Approximation Algorithms for Model-Based Diagnosis. PhD thesis, Delft University of Technology, 2010. [ bib ] PS PDF

Journal Papers

[1] Alexander Feldman, Johan de Kleer, Tolga Kurtoglu, Sriram Narasimhan, Scott Poll, David Garcia, Lukas Kuhn, and Arjan van Gemund. The diagnostic competitions. AI Magazine, 2014. [ bib ] PS PDF
[2] Alexander Feldman, Gregory Provan, and Arjan van Gemund. A model-based active testing approach to sequential diagnosis. Journal of Artificial Intelligence Research, 39:301-334, 2010. [ 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 algorithm performance using a generic framework. International Journal of Prognostics and Health Management, pages 1-28, 2010. [ bib ] PS PDF
[4] Alexander Feldman, Gregory Provan, and Arjan van Gemund. Approximate model-based diagnosis using greedy stochastic search. Journal of Artificial Intelligence Research, 38:371-413, 2010. [ bib ] PS PDF

Conferences

[1] Alexander Feldman, Gregory Provan, Rui Abreu, and Johan de Kleer. Model-based diagnosis using component model ensembles. In Proceedings of the Ninth IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes (SAFEPROCESS'15), pages 1-6, 2015. [ bib ] PS PDF
[2] Roni Tzvi Stern, Meir Kalech, Shelly Rogov, and Alexander Feldman. How many diagnoses do we need? In Proceedings of the Twenty-Ninth Conference on Artificial Intelligence (AAAI'15), 2015. [ bib ] PS PDF
[3] Alexander Feldman and Gregory Provan. Diagnosing analogue linear systems using dynamic topological reconfiguration. In Proceedings of the Twenty-Eighth Conference on Artificial Intelligence (AAAI'14), 2014. [ bib ] PS PDF
[4] Alexander Feldman, Helena Vicente de Castro, Arjan van Gemund, and Gregory Provan. Model-based diagnostic decision-support system for satellites. In Proceedings of the IEEE Aerospace Conference, Big Sky, Montana, USA, pages 1-14, March 2013. [ bib ] PS PDF
[5] Lior Rokach, Meir Kalech, Gregory Provan, and Alexander Feldman. Machine-learning-based circuit synthesis. In Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence (IJCAI'13), pages 1635-1641, 2013. [ bib ] PS PDF
[6] Lior Rokach, Alexander Feldman, Meir Kalech, and Gregory Provan. Machine-learning-based circuit synthesis. In Proceedings of the Twenty-Seventh IEEE Convention of Electrical & Electronics Engineers in Israel (IEEEI'12), pages 1-5. IEEE, 2012. [ bib ] PS PDF
[7] Roni Stern, Meir Kalech, Alexander Feldman, and Gregory Provan. Exploring the duality in conflict-directed model-based diagnosis. In Proceedings of the Twenty-Sixth Conference on Artificial Intelligence (AAAI'12), Toronto, Canada, July 2012. [ bib ] PS PDF
[8] Alexander Bahr, Alexander Feldman, James Colli-Vignarelli, Stephan Robert, Catherine Dehollain, and Alcherio Martinoli. Modeling and benchmarking ultra-wideband localization for mobile robots. In Proceedings of the 2012 IEEE International Conference on Ultra-Wideband (ICUWB'12), pages 443-447, September 2012. [ bib | DOI ] PS PDF
[9] Alexander Feldman, Alexander Bahr, James Colli-Vignarelli, Stephan Robert, Catherine Dehollain, and Alcherio Martinoli. Toward the deployment of an ultra-wideband localization test bed. In Proceedings of the Seventy-Fourth IEEE Conference on Vehicular Technology (VTC'11-Fall), San Francisco, California, USA, pages 1-5, 2011. [ bib ] PS PDF
[10] James Colli-Vignarelli, Alexander Feldman, Stephan Robert, and Catherine Dehollain. A discrete-component Impulse-Radio Ultra-Wide Band (IR-UWB) receiver with I/Q demodulation. In Proceedings of the Seventh Ph.D. Conference on Research in Microelectronics and Electronics (PRIME'11), Trento, Italy, pages 245-248, July 2011. Gold Leaf Certificate. [ bib | DOI ] PS PDF
[11] 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
[12] 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, pages 785-790, July 2009. [ bib ] PS PDF
[13] 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, pages 778-784, July 2009. [ bib ] PS PDF
[14] 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
[15] 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, Illinois, USA, pages 911-918, July 2008. [ bib ] PS PDF
[16] 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, Illinois, USA, pages 919-924, July 2008. [ bib ] PS PDF
[17] Peter Zoeteweij, Jurryt Pietersma, Rui Abreu, Alexander Feldman, and Arjan van Gemund. Automated fault diagnosis in embedded systems. In Proceedings of the Second International Conference on Secure System Integration and Reliability Improvement, (SSIRI'08), Yokohama, Japan, pages 103-110, July 2008. [ bib ] PS PDF
[18] 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
[19] 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
[20] 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
[21] 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] Alexander Feldman and Gregory Provan. Optimizing model-based diagnosis complexity for analogue linear systems. In Proceedings of the Twenty-Fourth International Workshop on Principles of Diagnosis (DX'13), Jerusalem, Israel, pages 2-8, 2013. [ bib ] PS PDF
[2] Anibal Bregon, Alexander Feldman, Gregory Provan Belarmino Pulido, and Carlos Alonso González. Improving the diagnostic performance for dynamic systems by using conflict-driven model decomposition. In Proceedings of the Twenty-Fourth International Workshop on Principles of Diagnosis (DX'13), Jerusalem, Israel, pages 105-110, 2013. [ bib ] PS PDF
[3] Alexander Feldman, Helena Vicente de Castro, Arjan van Gemund, and Gregory Provan. Model-based diagnostic decision-support system for satellites. In Proceedings of the Twenty-Fourth International Workshop on Principles of Diagnosis (DX'13), Jerusalem, Israel, pages 111-122, 2013. [ bib ] PS PDF
[4] Roni Stern, Meir Kalech, Alexander Feldman, Shelly Rogov, and Tom Zamir. Finding all subset minimal diagnoses is redundant. In Proceedings of the Twenty-Fourth International Workshop on Principles of Diagnosis (DX'13), Jerusalem, Israel, pages 15-21, 2013. [ bib ] PS PDF
[5] Roni Stern, Meir Kalech, Alexander Feldman, and Gregory Provan. Exploring the duality in conflict-directed model-based diagnosis. In Proceedings of the Twenty-Third International Workshop on Principles of Diagnosis (DX'12), Great Malvern, United Kingdom, 2012. [ bib ] PS PDF
[6] Alexander Feldman, Johan de Kleer, and Gregory Provan. Computing manifestations of max-size min-cardinality ambiguity groups. In Proceedings of the Diagnostic Reasoning: Model Analysis and Performance ECAI Workshop (DREAMAP'12), pages 26-33, 2012. [ bib ] PS PDF
[7] Alexander Feldman, Tom Janssen, and Arjan van Gemund. Modeling diagnostic stochastic search. In Proceedings of the Twenty-Second International Workshop on Principles of Diagnosis (DX'11), Munich, Germany, pages 1-6, October 2011. [ bib ] PS PDF
[8] Alexander Feldman, Gregory Provan, Johan de Kleer, Stephan Robert, and Arjan van Gemund. Solving model-based diagnosis problems with Max-SAT solvers and vice versa. In Proceedings of the Twenty-First International Workshop on Principles of Diagnosis (DX'10), Portland, Oregon, USA, pages 185-192, October 2010. [ bib ] PS PDF
[9] 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
[10] 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
[11] 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
[12] 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
[13] 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
[14] 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
[15] 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
[16] 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
[17] 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
[18] 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
[19] 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
[20] 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