2009

A Semi-Automatic Approach for Confounding-Aware Subgroup Discovery.
International Journal on Artificial Intelligence Tools (IJAIT), 18(1):1 - 18, 2009.
Martin Atzmueller, Frank Puppe und Hans-Peter Buscher.
[BibTeX] 
A Textual Subgroup Mining Approach for Rapid ARD+ Model Capture.
In: Proc. 22nd International Florida Artificial Intelligence Research Society Conference (FLAIRS), accepted. 2009.
Martin Atzmueller und Grzegorz J. Nalepa.
[BibTeX] 
Towards Rapid Knowledge Capture using Textual Subgroup Mining for Rule Prototyping.
Technical Report 458, Institute of Computer Science, University of Würzburg, 2009.
Martin Atzmueller und Grzegorz J. Nalepa.
[BibTeX] 

2008

Causal Subgroup Analysis for Detecting Confounding (Extended version).
In: Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management, accepted. 2008.
Martin Atzmueller und Dietmar Seipel.
[BibTeX] 
Declarative Specification of Ontological Domain Knowledge for Descriptive Data Mining (Extended version).
In: Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management, accepted. 2008.
Martin Atzmueller und Dietmar Seipel.
[BibTeX] 
Design and Implementation of a Data Warehouse for Quality Management, System Evaluation and Knowledge Discovery in the Medical Domain.
In: Proc. 1st European Workshop on Design, Evaluation and Refinement of Intelligent Systems. Erfurt, 2008.
Martin Atzmueller, Stephanie Beer, Alexander Hörnlein, Ralf Melcher, Hardi Lührs und Frank Puppe.
[BibTeX] 
Proceedings of the LWA 2008 - Lernen, Wissen, Adaptivität.
2008.
[BibTeX] 

2007

Knowledge-Intensive Subgroup Mining - Techniques for Automatic and Interactive Discovery.
2007.
Martin Atzmueller.
[BibTeX] 

2006

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

2005

Exemplifying Subgroup Mining Results for Interactive Knowledge Refinement.
In: Proc. 13th Leipziger Informatik-Tage 2005 (LIT 2005), Reihe LNI, Seiten 101-106. 2005.
Martin Atzmueller, Joachim Baumeister und Frank Puppe.
[BibTeX] 
Exploiting Background Knowledge for Knowledge-Intensive Subgroup Discovery.
In: Proc. 19th International Joint Conference on Artificial Intelligence (IJCAI-05), Seiten 647-652. Edinburgh, Scotland, 2005.
Martin Atzmueller, Frank Puppe und Hans-Peter Buscher.
[BibTeX] 
Profiling Examiners using Intelligent Subgroup Mining.
In: Proc. 10th International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2005), Seiten 46-51. Aberdeen, Scotland, 2005.
Martin Atzmueller, Frank Puppe und Hans-Peter Buscher.
[BibTeX] 
Subgroup Mining for Interactive Knowledge Refinement.
In: Proc. 10th Conference on Artificial Intelligence in Medicine (AIME 05), Reihe LNAI 3581, Seiten 453-462. 2005.
Martin Atzmueller, Joachim Baumeister, Achim Hemsing, Ernst-Jürgen Richter und Frank Puppe.
[BibTeX] 
Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult).
In: Professional Knowledge Management, Reihe LNAI, Seiten 319–-329. 2005.
Frank Puppe, Georg Buscher, Martin Atzmueller, Matthias Huettig und Hans-Peter Buscher.
[BibTeX] 

2004

Case-Based Approaches for Diagnosing Multiple Disorders.
In: V. Barr und Z. Markov (Herausgeber): Proc. 17th Intl. Florida Artificial Intelligence Research Society Conference 2004 (FLAIRS-2004), Seiten 154-159. AAAI Press, 2004.
Martin Atzmueller, Wenqi Shi, Joachim Baumeister, Frank Puppe und John A. Barnden.
[BibTeX] 
Quality Measures for Semi-Automatic Learning of Simple Diagnostic Rule Bases.
In: Proc. 15th Intl. Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004), Seiten 203-213. Potsdam, Germany, 2004.
Martin Atzmueller, Joachim Baumeister und Frank Puppe.
[BibTeX] 
Towards Knowledge-Intensive Subgroup Discovery.
In: Proc. LWA 2004 Workshop, Germany, Seiten 117-123. 2004.
Martin Atzmueller, Frank Puppe und Hans-Peter Buscher.
[BibTeX] 

2003

Evaluation of two Strategies for Case-Based Diagnosis handling Multiple Faults.
In: Proc. 2nd Conf. Professional Knowledge Management (WM2003). Luzern, Switzerland, 2003.
Martin Atzmueller, Joachim Baumeister und Frank Puppe.
[BibTeX] 
Inductive Learning of Simple Diagnostic Scores.
In: Medical Data Analysis, Proc. 4th Intl. Symposium on Medical Data Analysis (ISMDA 2003), LNCS 2868, Seiten 23-30. 2003.
Martin Atzmueller, Joachim Baumeister und Frank Puppe.
[BibTeX] 

2002

Inductive Learning for Case-Based Diagnosis with Multiple Faults.
In: Advances in Case-Based Reasoning, Band 2416, Reihe LNAI, Seiten 28-42. 2002. Proc. 6th European Conference on Case-Based Reasoning (ECCBR 2002)
Joachim Baumeister, Martin Atzmueller und Frank Puppe.
[BibTeX]