Atzmueller, Martin and Puppe, Frank and Buscher, Hans-Peter. A Semi-Automatic Approach for Confounding-Aware Subgroup Discovery. In International Journal on Artificial Intelligence Tools (IJAIT), (18) 1: 1 -- 18, Year 2009.

Atzmueller, Martin and Nalepa, Grzegorz J.. A Textual Subgroup Mining Approach for Rapid ARD+ Model Capture. Proc. 22nd International Florida Artificial Intelligence Research Society Conference (FLAIRS), accepted. Year 2009.

Atzmueller, Martin and Nalepa, Grzegorz J.. Towards Rapid Knowledge Capture using Textual Subgroup Mining for Rule Prototyping. In Technical Report 458, Institute of Computer Science, University of Würzburg, Year 2009.

Atzmueller, Martin and Puppe, Frank. A Case-Based Approach for Characterization and Analysis of Subgroup Patterns. In Journal of Applied Intelligence, (28) 3: 210-221, Year 2008.

Atzmueller, Martin and Seipel, Dietmar. Causal Subgroup Analysis for Detecting Confounding (Extended version). Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management, accepted. Year 2008.

Atzmueller, Martin and Seipel, Dietmar. Declarative Specification of Ontological Domain Knowledge for Descriptive Data Mining (Extended version). Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management, accepted. Year 2008.

Atzmueller, Martin and Beer, Stephanie and Hörnlein, Alexander and Melcher, Ralf and Lührs, Hardi and Puppe, Frank. Design and Implementation of a Data Warehouse for Quality Management, System Evaluation and Knowledge Discovery in the Medical Domain. Proc. 1st European Workshop on Design, Evaluation and Refinement of Intelligent Systems. Erfurt, Year 2008.

Proceedings of the LWA 2008 - Lernen, Wissen, Adaptivität. editor(s) Baumeister, Joachim and Atzmueller, Martin. Technical report 448, Institute of Computer Science, University of Würzburg, Year 2008.

Atzmueller, Martin. Knowledge-Intensive Subgroup Mining -- Techniques for Automatic and Interactive Discovery. Dissertations in Artificial Intelligence-Infix (Diski), (307) IOS Press, Year 2007.

Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank. Semi-Automatic Learning of Simple Diagnostic Scores Utilizing Complexity Measures. In Artificial Intelligence in Medicine. Special Issue on Intelligent Data Analysis in Medicine, (37) 1: 19--30, Year 2006.

Atzmueller, Martin and Puppe, Frank and Buscher, Hans-Peter. Exploiting Background Knowledge for Knowledge-Intensive Subgroup Discovery. Proc. 19th International Joint Conference on Artificial Intelligence (IJCAI-05). 647--652, Edinburgh, Scotland, Year 2005.

Atzmueller, Martin and Puppe, Frank and Buscher, Hans-Peter. Profiling Examiners using Intelligent Subgroup Mining. Proc. 10th International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2005). 46--51, Aberdeen, Scotland, Year 2005.

Atzmueller, Martin and Baumeister, Joachim and Hemsing, Achim and Richter, Ernst-Jürgen and Puppe, Frank. Subgroup Mining for Interactive Knowledge Refinement. Proc. 10th Conference on Artificial Intelligence in Medicine (AIME 05). LNAI 3581, 453--462, Year 2005.

Puppe, Frank and Buscher, Georg and Atzmueller, Martin and Huettig, Matthias and Buscher, Hans-Peter. Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult). Professional Knowledge Management. LNAI, 3782: 319–-329, Year 2005.

Atzmueller, Martin and Shi, Wenqi and Baumeister, Joachim and Puppe, Frank and Barnden, John A.. Case-Based Approaches for Diagnosing Multiple Disorders. Proc. 17th Intl. Florida Artificial Intelligence Research Society Conference 2004 (FLAIRS-2004). editor(s) Barr, Valerie and Markov, Zdravko. 154--159, AAAI Press, Year 2004.

Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank. Quality Measures for Semi-Automatic Learning of Simple Diagnostic Rule Bases. Proc. 15th Intl. Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004). 203--213, Potsdam, Germany, Year 2004.

Atzmueller, Martin and Puppe, Frank and and Hans-Peter Buscher. Towards Knowledge-Intensive Subgroup Discovery. Proc. LWA 2004 Workshop, Germany. 117--123, Year 2004.

Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank. Evaluation of two Strategies for Case-Based Diagnosis handling Multiple Faults. Proc. 2nd Conf. Professional Knowledge Management (WM2003). Luzern, Switzerland, Year 2003.

Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank. Inductive Learning of Simple Diagnostic Scores. Medical Data Analysis, Proc. 4th Intl. Symposium on Medical Data Analysis (ISMDA 2003), LNCS 2868. 23-30, Year 2003.

Baumeister, Joachim and Atzmueller, Martin and Puppe, Frank. Inductive Learning for Case-Based Diagnosis with Multiple Faults. Advances in Case-Based Reasoning. LNAI, (2416) 28-42, Year 2002.