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## Search the dblp DataBase
Peter J. F. Lucas:
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## Publications of Author- Peter J. F. Lucas
**Certainty-Factor-Like Structures in Bayesian Networks.**[Citation Graph (0, 0)][DBLP] AI*IA, 1999, pp:25-36 [Conf] - Peter J. F. Lucas, Astrid Tholen, Geeske van Oort
**A Model-Based System for Pacemaker Reprogramming.**[Citation Graph (0, 0)][DBLP] AIMDM, 1999, pp:175-184 [Conf] - Concha Bielza, Juan A. Fernández del Pozo, Peter J. F. Lucas
**Finding and Explaining Optimal Treatments.**[Citation Graph (0, 0)][DBLP] AIME, 2003, pp:299-303 [Conf] - Nicolette de Bruijn, Peter J. F. Lucas, Karin Schurink, Marc Bonten, Andy Hoepelman
**Using Temporal Probabilistic Knowledge for Medical Decision Making.**[Citation Graph (0, 0)][DBLP] AIME, 2001, pp:231-234 [Conf] - Arjen Hommersom, Peter J. F. Lucas, Patrick van Bommel, Theo P. van der Weide
**A History-Based Algebra for Quality-Checking Medical Guidelines.**[Citation Graph (0, 0)][DBLP] AIME, 2005, pp:161-165 [Conf] - Peter J. F. Lucas
**Expert Knowledge and Its Role in Learning Bayesian Networks in Medicine: An Appraisal.**[Citation Graph (0, 0)][DBLP] AIME, 2001, pp:156-166 [Conf] - Peter J. F. Lucas
**A Theory of Medical Diagnosis as Hypothesis Refinement.**[Citation Graph (0, 0)][DBLP] AIME, 1997, pp:169-180 [Conf] - Agnieszka Onisko, Peter J. F. Lucas, Marek J. Druzdzel
**Comparison of Rule-Based and Bayesian Network Approaches in Medical Diagnostic Systems.**[Citation Graph (0, 0)][DBLP] AIME, 2001, pp:283-292 [Conf] - Stefan Visscher, Peter J. F. Lucas, Karin Schurink, Marc Bonten
**Using a Bayesian-Network Model for the Analysis of Clinical Time-Series Data.**[Citation Graph (0, 0)][DBLP] AIME, 2005, pp:48-52 [Conf] - Arjen Hommersom, Peter J. F. Lucas, Patrick van Bommel
**Argumentation Systems for History-Based Construction of Medical Guidelines.**[Citation Graph (0, 0)][DBLP] BNAIC, 2005, pp:135-142 [Conf] - Rasa Jurgelenaite, Peter J. F. Lucas, Tom Heskes
**Use of the Noisy Threshold Function in Building Bayesian Networks.**[Citation Graph (0, 0)][DBLP] BNAIC, 2005, pp:158-165 [Conf] - Arjen Hommersom, Perry Groot, Peter J. F. Lucas, Michael Balser, Jonathan Schmitt
**Verification of Medical Guidelines Using Task Execution with Background Knowledge.**[Citation Graph (0, 0)][DBLP] ECAI, 2006, pp:835-836 [Conf] - Rasa Jurgelenaite, Peter J. F. Lucas
**Parameter Estimation in Large Causal Models.**[Citation Graph (0, 0)][DBLP] ECAI, 2004, pp:1037-1038 [Conf] - Peter J. F. Lucas
**Bayesian Network Modelling by Qualitative Patterns.**[Citation Graph (0, 0)][DBLP] ECAI, 2002, pp:690-694 [Conf] - Peter J. F. Lucas, Ruud Kuipers, Frederick Feith
**A System for Pacemaker Treatment Advice.**[Citation Graph (0, 0)][DBLP] ECAI, 2004, pp:735-739 [Conf] - Kenneth N. Brown, Peter J. F. Lucas, David W. Fowler
**Decision Network Semantics of Branching Constraint Satisfaction Problems.**[Citation Graph (0, 0)][DBLP] ECSQARU, 2003, pp:230-242 [Conf] - Marcel van Gerven, Peter J. F. Lucas, Theo P. van der Weide
**A Qualitative Characterisation of Causal Independence Models Using Boolean Polynomials.**[Citation Graph (0, 0)][DBLP] ECSQARU, 2005, pp:244-256 [Conf] - Ildikó Flesch, Peter J. F. Lucas, Theo P. van der Weide
**Conflict-Based Diagnosis: Adding Uncertainty to Model-based Diagnosis.**[Citation Graph (0, 0)][DBLP] IJCAI, 2007, pp:380-0 [Conf] - Marcel van Gerven, Peter J. F. Lucas
**Employing Maximum Mutual Information for Bayesian Classification.**[Citation Graph (0, 0)][DBLP] ISBMDA, 2004, pp:188-199 [Conf] - Stefan Visscher, Peter J. F. Lucas, Marc Bonten, Karin Schurink
**Improving the Therapeutic Performance of a Medical Bayesian Network Using Noisy Threshold Models.**[Citation Graph (0, 0)][DBLP] ISBMDA, 2005, pp:161-172 [Conf] - Xiaofeng Wu, Peter J. F. Lucas, Susan Kerr, Roelf Dijkhuizen
**Learning Bayesian-Network Topologies in Realistic Medical Domains.**[Citation Graph (0, 0)][DBLP] ISMDA, 2001, pp:302-308 [Conf] - Arjen Hommersom, Peter J. F. Lucas, Michael Balser
**Meta-level Verification of the Quality of Medical Guidelines Using Interactive Theorem Proving.**[Citation Graph (0, 0)][DBLP] JELIA, 2004, pp:654-666 [Conf] - Peter J. F. Lucas
**Restricted Bayesian Network Structure Learning.**[Citation Graph (0, 0)][DBLP] Probabilistic Graphical Models, 2002, pp:- [Conf] - Peter J. F. Lucas
**Bayesian network modelling through qualitative patterns.**[Citation Graph (0, 0)][DBLP] Artif. Intell., 2005, v:163, n:2, pp:233-263 [Journal] - Peter J. F. Lucas
**Analysis of Notions of Diagnosis.**[Citation Graph (0, 0)][DBLP] Artif. Intell., 1998, v:105, n:1-2, pp:295-343 [Journal] - Peter J. F. Lucas
**The representation of medical reasoning models in resolution-based theorem provers.**[Citation Graph (0, 0)][DBLP] Artificial Intelligence in Medicine, 1993, v:5, n:5, pp:395-414 [Journal] - Peter J. F. Lucas
**Refinement of the HEPAR expert system: tools and techniques.**[Citation Graph (0, 0)][DBLP] Artificial Intelligence in Medicine, 1994, v:6, n:2, pp:175-188 [Journal] - Peter J. F. Lucas
**Model-based diagnosis in medicine.**[Citation Graph (0, 0)][DBLP] Artificial Intelligence in Medicine, 1997, v:10, n:3, pp:201-208 [Journal] - Peter J. F. Lucas, Nicolette de Bruijn, Karin Schurink, Andy Hoepelman
**A probabilistic and decision-theoretic approach to the management of infectious disease at the ICU.**[Citation Graph (0, 0)][DBLP] Artificial Intelligence in Medicine, 2000, v:19, n:3, pp:251-279 [Journal] - Peter J. F. Lucas, Linda C. van der Gaag, Ameen Abu-Hanna
**Bayesian networks in biomedicine and health-care.**[Citation Graph (0, 0)][DBLP] Artificial Intelligence in Medicine, 2004, v:30, n:3, pp:201-214 [Journal] - Peter J. F. Lucas, Astrid Tholen, Geeske van Oort
**An intelligent system for pacemaker reprogramming.**[Citation Graph (0, 0)][DBLP] Artificial Intelligence in Medicine, 1999, v:17, n:3, pp:249-269 [Journal] - Annette ten Teije, Mar Marcos, Michael Balser, Joyce van Croonenborg, Christoph Duelli, Frank van Harmelen, Peter J. F. Lucas, Silvia Miksch, Wolfgang Reif, Kitty Rosenbrand, Andreas Seyfang
**Improving medical protocols by formal methods.**[Citation Graph (0, 0)][DBLP] Artificial Intelligence in Medicine, 2006, v:36, n:3, pp:193-209 [Journal] - Peter J. F. Lucas
**Bayesian model-based diagnosis.**[Citation Graph (0, 0)][DBLP] Int. J. Approx. Reasoning, 2001, v:27, n:2, pp:99-119 [Journal] - Peter J. F. Lucas, José A. Gámez, Antonio Salmerón
**Special issue on PGM'04: Second European workshop on probabilistic graphical models 2004.**[Citation Graph (0, 0)][DBLP] Int. J. Approx. Reasoning, 2006, v:42, n:1-2, pp:1-3 [Journal] - Rasa Jurgelenaite, Peter J. F. Lucas
**Exploiting causal independence in large Bayesian networks.**[Citation Graph (0, 0)][DBLP] Knowl.-Based Syst., 2005, v:18, n:4-5, pp:153-162 [Journal] - Peter J. F. Lucas
**Certainty-factor-like structures in Bayesian belief networks.**[Citation Graph (0, 0)][DBLP] Knowl.-Based Syst., 2001, v:14, n:7, pp:327-335 [Journal] - Peter J. F. Lucas, Henk Boot, Babs Taal
**A decision-theoretic network approach to treatment management and prognosis.**[Citation Graph (0, 0)][DBLP] Knowl.-Based Syst., 1998, v:11, n:5-6, pp:321-330 [Journal] - Arjen Hommersom, Perry Groot, Peter J. F. Lucas, Michael Balser, Jonathan Schmitt
**Combining task execution and background knowledge for the verification of medical guidelines.**[Citation Graph (0, 0)][DBLP] Knowl.-Based Syst., 2007, v:20, n:2, pp:113-119 [Journal] - Arjen Hommersom, Perry Groot, Peter J. F. Lucas, Michael Balser, Jonathan Schmitt
**Verification of Medical Guidelines Using Background Knowledge in Task Networks.**[Citation Graph (0, 0)][DBLP] IEEE Trans. Knowl. Data Eng., 2007, v:19, n:6, pp:832-846 [Journal] - Marina Velikova, Nivea de Carvalho Ferreira, Peter J. F. Lucas
**Bayesian Network Decomposition for Modeling Breast Cancer Detection.**[Citation Graph (0, 0)][DBLP] AIME, 2007, pp:346-350 [Conf] - Stefan Visscher, Peter J. F. Lucas, Ildikó Flesch, Karin Schurink
**Using Temporal Context-Specific Independence Information in the Exploratory Analysis of Disease Processes.**[Citation Graph (0, 0)][DBLP] AIME, 2007, pp:87-96 [Conf] - Perry Groot, Arjen Hommersom, Peter J. F. Lucas, Radu Serban, Annette ten Teije, Frank van Harmelen
**The Role of Model Checking in Critiquing Based on Clinical Guidelines.**[Citation Graph (0, 0)][DBLP] AIME, 2007, pp:411-420 [Conf] - Ildikó Flesch, Peter J. F. Lucas
**Independence Decomposition in Dynamic Bayesian Networks.**[Citation Graph (0, 0)][DBLP] ECSQARU, 2007, pp:560-571 [Conf] **Causal Probabilistic Modelling for Two-View Mammographic Analysis.**[Citation Graph (, )][DBLP]**Modelling Screening Mammography Images: A Probabilistic Relational Approach.**[Citation Graph (, )][DBLP]**Extracting Qualitative Knowledge from Medical Guidelines for Clinical Decision-Support Systems.**[Citation Graph (, )][DBLP]**Toward Expert Knowledge Representation for Automatic Breast Cancer Detection.**[Citation Graph (, )][DBLP]**Probabilistic relational modelling of mammographic images.**[Citation Graph (, )][DBLP]**Actions with Failures in Interval Temporal Logic.**[Citation Graph (, )][DBLP]**A decision support system for breast cancer detection in screening programs.**[Citation Graph (, )][DBLP]**Combining Abduction with Conflict-based Diagnosis.**[Citation Graph (, )][DBLP]**Using Bayesian Networks in an Industrial Setting: Making Printing Systems Adaptive.**[Citation Graph (, )][DBLP]**The Probabilistic Interpretation of Model-Based Diagnosis.**[Citation Graph (, )][DBLP]**Integrating Logical Reasoning and Probabilistic Chain Graphs.**[Citation Graph (, )][DBLP]**Exploiting Causal Independence in Large Bayesian Networks.**[Citation Graph (, )][DBLP]**Using Background Knowledge to Construct Bayesian Classifiers for Data-Poor Domains.**[Citation Graph (, )][DBLP]**Predicting carcinoid heart disease with the noisy-threshold classifier.**[Citation Graph (, )][DBLP]**Using model checking for critiquing based on clinical guidelines.**[Citation Graph (, )][DBLP]**Selecting treatment strategies with dynamic limited-memory influence diagrams.**[Citation Graph (, )][DBLP]**Modelling treatment effects in a clinical Bayesian network using Boolean threshold functions.**[Citation Graph (, )][DBLP]**Checking the Quality of Clinical Guidelines using Automated Reasoning Tools**[Citation Graph (, )][DBLP]**Explaining clinical decisions by extracting regularity patterns.**[Citation Graph (, )][DBLP]
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