Publications
A Semi-Automatic Approach for Confounding-Aware Subgroup Discovery
Atzmueller, M.; Puppe, F. & Buscher, H.-P.
International Journal on Artificial Intelligence Tools (IJAIT), 18(1) 1 - 18 (2009)
A Textual Subgroup Mining Approach for Rapid ARD+ Model Capture
Atzmueller, M. & Nalepa, G. J.
, 'Proc. 22nd International Florida Artificial Intelligence Research Society Conference (FLAIRS), accepted' (2009)
Towards Rapid Knowledge Capture using Textual Subgroup Mining for Rule Prototyping
Atzmueller, M. & Nalepa, G. J.
Technical Report 458, Institute of Computer Science, University of Würzburg (2009)
Causal Subgroup Analysis for Detecting Confounding (Extended version)
Atzmueller, M. & Seipel, D.
, 'Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management, accepted' (2008)
Declarative Specification of Ontological Domain Knowledge for Descriptive Data Mining (Extended version)
Atzmueller, M. & Seipel, D.
, 'Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management, accepted' (2008)
Design and Implementation of a Data Warehouse for Quality Management, System Evaluation and Knowledge Discovery in the Medical Domain
Atzmueller, M.; Beer, S.; Hörnlein, A.; Melcher, R.; Lührs, H. & Puppe, F.
, 'Proc. 1st European Workshop on Design, Evaluation and Refinement of Intelligent Systems', Erfurt (2008)
Proceedings of the LWA 2008 - Lernen, Wissen, Adaptivität
2008, Baumeister, J. & Atzmueller, M., ed., Technical report 448, Institute of Computer Science, University of Würzburg
Knowledge-Intensive Subgroup Mining -- Techniques for Automatic and Interactive Discovery
Atzmueller, M.
2007, 307(), Dissertations in Artificial Intelligence-Infix (Diski), IOS Press
Semi-Automatic Learning of Simple Diagnostic Scores Utilizing Complexity Measures
Atzmueller, M.; Baumeister, J. & Puppe, F.
Artificial Intelligence in Medicine. Special Issue on Intelligent Data Analysis in Medicine, 37(1) 19-30 (2006)
Exemplifying Subgroup Mining Results for Interactive Knowledge Refinement
Atzmueller, M.; Baumeister, J. & Puppe, F.
, 'Proc. 13th Leipziger Informatik-Tage 2005 (LIT 2005)', LNI, 101-106 (2005)
Exploiting Background Knowledge for Knowledge-Intensive Subgroup Discovery
Atzmueller, M.; Puppe, F. & Buscher, H.-P.
, 'Proc. 19th International Joint Conference on Artificial Intelligence (IJCAI-05)', Edinburgh, Scotland, 647-652 (2005)
Profiling Examiners using Intelligent Subgroup Mining
Atzmueller, M.; Puppe, F. & Buscher, H.-P.
, 'Proc. 10th International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2005)', Aberdeen, Scotland, 46-51 (2005)
Subgroup Mining for Interactive Knowledge Refinement
Atzmueller, M.; Baumeister, J.; Hemsing, A.; Richter, E.-J. & Puppe, F.
, 'Proc. 10th Conference on Artificial Intelligence in Medicine (AIME 05)', LNAI 3581, 453-462 (2005)
Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult)
Puppe, F.; Buscher, G.; Atzmueller, M.; Huettig, M. & Buscher, H.-P.
, 'Professional Knowledge Management', LNAI, 319–-329 (2005)
Case-Based Approaches for Diagnosing Multiple Disorders
Atzmueller, M.; Shi, W.; Baumeister, J.; Puppe, F. & Barnden, J. A.
Barr, V. & Markov, Z., ed., 'Proc. 17th Intl. Florida Artificial Intelligence Research Society Conference 2004 (FLAIRS-2004)', AAAI Press, 154-159 (2004)
Quality Measures for Semi-Automatic Learning of Simple Diagnostic Rule Bases
Atzmueller, M.; Baumeister, J. & Puppe, F.
, 'Proc. 15th Intl. Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004)', Potsdam, Germany, 203-213 (2004)
Towards Knowledge-Intensive Subgroup Discovery
Atzmueller, M.; Puppe, F. & Buscher, H.-P.
, 'Proc. LWA 2004 Workshop, Germany', 117-123 (2004)
Evaluation of two Strategies for Case-Based Diagnosis handling Multiple Faults
Atzmueller, M.; Baumeister, J. & Puppe, F.
, 'Proc. 2nd Conf. Professional Knowledge Management (WM2003)', Luzern, Switzerland (2003)
Inductive Learning of Simple Diagnostic Scores
Atzmueller, M.; Baumeister, J. & Puppe, F.
, 'Medical Data Analysis, Proc. 4th Intl. Symposium on Medical Data Analysis (ISMDA 2003), LNCS 2868', 23-30 (2003)
Inductive Learning for Case-Based Diagnosis with Multiple Faults
Baumeister, J.; Atzmueller, M. & Puppe, F.
, 'Advances in Case-Based Reasoning', 2416(), LNAI, 28-42 (2002)