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PARC publications

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technical publications

Diagnosing PARC's Refrigerator Benchmark with Data-Driven Methods}

The 27-th International Workshop on Principles of Diagnosis: DX-2016

4 October 2016

 

 

 

other publications

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2015

Model-based diagnosis using component model ensembles

Alexander Feldman; Gregory Provan; Rui Abreu; Johan de Kleer. Proceedings of the Ninth IFAC Symposium on Fault Detection Supervision and Safety of Technical Processes (SAFEPROCESS 15)

2015

How many diagnoses do we need?

Roni Tzvi Stern; Meir Kalech; Shelly Rogov; Alexander Feldman. Proceedings of the Twenty-Ninth Conference on Artificial Intelligence (AAAI 15)

2015

2014

The diagnostic competitions

Alexander Feldman; Johan de Kleer; Tolga Kurtoglu; Sriram Narasimhan; Scott Poll; David Garcia; Lukas Kuhn; Arjan van Gemund. AI Magazine

5 September 2010

Diagnosing analogue linear systems using dynamic topological reconfiguration

Alexander Feldman; Gregory Provan. Proceedings of the Twenty-Eighth Conference on Artificial Intelligence (AAAI 14)

2014

2013

Model-based diagnostic decision-support system for satellites

Alexander Feldman; Helena Vicente de Castro; Arjan van Gemund; Gregory Provan. Proceedings of the IEEE Aerospace Conference 2013

2013

Machine-learning-based circuit synthesis

Lior Rokach; Meir Kalech; Gregory Provan; Alexander Feldman. Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence (IJCAI 13); 2013; 1635--1641.

2013

2012

Modeling and benchmarking ultra-wideband localization for mobile robots

Alexander Bahr; Alexander Feldman; James Colli-Vignarelli; Stephan Robert; Catherine Dehollain; Alcherio Martinoli. Proceedings of the 2012 IEEE International Conference on Ultra-Wideband (ICUWB 12)

2012

Exploring the duality in conflict-directed model-based diagnosis

Roni Stern; Meir Kalech; Alexander Feldman; Gregory Provan. Proceedings of the Twenty-Sixth Conference on Artificial Intelligence (AAAI 12)

2012

2011

Toward the deployment of an ultra-wideband localization test bed

Alexander Feldman; Alexander Bahr; James Colli-Vignarelli; Stephan Robert; Catherine Dehollain; Alcherio Martinoli. Proceedings of the Seventy-Fourth IEEE Conference on Vehicular Technology (VTC 11-Fall) San Francisco California USA; 2011; 1--5.

2011

A discrete-component impulse-radio ultra-wide band (IR-UWB) receiver with I/Q demodulation

James Colli-Vignarelli; Alexander Feldman; Stephan Robert; Catherine Dehollain. Proceedings of the Seventh Ph.D. Conference on Research in Microelectronics and Electronics (PRIME 11)

2011

2010

A model-based active testing approach to sequential diagnosis

Alexander Feldman; Gregory Provan; Arjan van Gemund. Journal of Artificial Intelligence Research

12 October 2010

Empirical evaluation of diagnostic algorithm performance using a generic framework

Alexander Feldman; Tolga Kurtoglu; Sriram Narasimhan; Scott Poll; David Garcia; Johan de Kleer; Lukas Kuhn; Arjan van Gemund. International Journal of Prognostics and Health Management

6 July 2010

Approximate model-based diagnosis using greedy stochastic search

Alexander Feldman; Gregory Provan; Arjan van Gemund. Journal of Artificial Intelligence Research

2009

FRACTAL: Efficient fault isolation using active testing

Alexander Feldman; Gregory Provan; Arjan van Gemund. Proceedings of the Twenty-First International Joint Conference on Artificial Intelligence (IJCAI 09)

2009

Computing multiple minimal diagnoses

Alexander Feldman; Gregory Provan; Arjan van Gemund. Proceedings of the First Annual Conference of the Prognostics and Health Management Society (PHM 09)

2009

Solving strong-fault diagnostic models by model relaxation

Alexander Feldman; Gregory Provan; Arjan van Gemund. Proceedings of the Twenty-First International Joint Conference on Artificial Intelligence (IJCAI 09)

2009

2008

A framework and algorithm for model-based active testing

Alexander Feldman; Gregory Provan; Arjan van Gemund. Proceedings of the First International Conference on Prognostics and Health Management (PHM 08)

2008

Computing observation vectors for max-fault min-cardinality diagnoses

Alexander Feldman; Gregory Provan; Arjan van Gemund. Proceedings of the Twenty-Third National Conference on Artificial Intelligence (AAAI 08)

2008

Computing minimal diagnoses by greedy stochastic search

Alexander Feldman; Gregory Provan; Arjan van Gemund. Proceedings of the Twenty-Third National Conference on Artificial Intelligence (AAAI 08)

2008

2007

Advances in intelligent health reasoning and its application to IBDM

Alexander Feldman; Marco Caporicci; Oscar Gracia; André Bos. Proceedings of the IEEE Aerospace Conference 2007

2007

2006

All roads lead to fault diagnosis: model-based reasoning with Lydia

Alexander Feldman; Jurryt Pietersma; Arjan van Gemund. Proceedings of the Eighteenth Belgium-Netherlands Conference on Artificial Intelligence (BNAIC 06)

2006

A two-step hierarchical algorithm for model-based diagnosis

Alexander Feldman; Arjan van Gemund. Proceedings of the Twenty-First National Conference on Artificial Intelligence (AAAI 06)

2006

Modeling and compilation aspects of fault diagnosis complexity

Jurryt Pietersma; Alexander Feldman; Arjan van Gemund. Proceedings of IEEE AUTOTESTCON 06

2006

 

 

 

 

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