| Author | Title | Year | Journal/Proceedings | Reftype | DOI/URL |
|---|---|---|---|---|---|
| Atzmueller, M., Puppe, F. & Buscher, H.-P. | A Semi-Automatic Approach for Confounding-Aware Subgroup Discovery | 2009 | International Journal on Artificial Intelligence Tools (IJAIT) | article | |
| Atzmueller, M. & Nalepa, G. J. | A Textual Subgroup Mining Approach for Rapid ARD+ Model Capture | 2009 | Proc. 22nd International Florida Artificial Intelligence Research Society Conference (FLAIRS), accepted | inproceedings | |
| Atzmueller, M. & Nalepa, G. J. | Towards Rapid Knowledge Capture using Textual Subgroup Mining for Rule Prototyping | 2009 | Technical Report 458, Institute of Computer Science, University of Würzburg | article | |
| Atzmueller, M. & Seipel, D. | Causal Subgroup Analysis for Detecting Confounding (Extended version) | 2008 | Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management, accepted | inproceedings | |
| Atzmueller, M. & Seipel, D. | Declarative Specification of Ontological Domain Knowledge for Descriptive Data Mining (Extended version) | 2008 | Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management, accepted | inproceedings | |
| Atzmueller, M., Beer, S., Hörnlein, A., Melcher, R., Lührs, H. & Puppe, F. | Design and Implementation of a Data Warehouse for Quality Management, System Evaluation and Knowledge Discovery in the Medical Domain | 2008 | Proc. 1st European Workshop on Design, Evaluation and Refinement of Intelligent Systems | inproceedings | |
| Proceedings of the LWA 2008 - Lernen, Wissen, Adaptivität | 2008 | Baumeister, J. & Atzmueller, M. (ed.) |
book | ||
| Atzmueller, M. | Knowledge-Intensive Subgroup Mining -- Techniques for Automatic and Interactive Discovery | 2007 | book | ||
| Atzmueller, M., Baumeister, J. & Puppe, F. | Semi-Automatic Learning of Simple Diagnostic Scores Utilizing Complexity Measures | 2006 | Artificial Intelligence in Medicine. Special Issue on Intelligent Data Analysis in Medicine | article | |
| Atzmueller, M., Baumeister, J. & Puppe, F. | Exemplifying Subgroup Mining Results for Interactive Knowledge Refinement | 2005 | Proc. 13th Leipziger Informatik-Tage 2005 (LIT 2005) | inproceedings | |
| Atzmueller, M., Puppe, F. & Buscher, H.-P. | Exploiting Background Knowledge for Knowledge-Intensive Subgroup Discovery | 2005 | Proc. 19th International Joint Conference on Artificial Intelligence (IJCAI-05) | inproceedings | |
| Atzmueller, M., Puppe, F. & Buscher, H.-P. | Profiling Examiners using Intelligent Subgroup Mining | 2005 | Proc. 10th International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2005) | inproceedings | |
| Atzmueller, M., Baumeister, J., Hemsing, A., Richter, E.-J. & Puppe, F. | Subgroup Mining for Interactive Knowledge Refinement | 2005 | Proc. 10th Conference on Artificial Intelligence in Medicine (AIME 05) | inproceedings | |
| Puppe, F., Buscher, G., Atzmueller, M., Huettig, M. & Buscher, H.-P. | Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult) | 2005 | Professional Knowledge Management | inproceedings | |
| Atzmueller, M., Shi, W., Baumeister, J., Puppe, F. & Barnden, J. A. | Case-Based Approaches for Diagnosing Multiple Disorders | 2004 | Proc. 17th Intl. Florida Artificial Intelligence Research Society Conference 2004 (FLAIRS-2004) Barr, V. & Markov, Z. (ed.) |
inproceedings | |
| Atzmueller, M., Baumeister, J. & Puppe, F. | Quality Measures for Semi-Automatic Learning of Simple Diagnostic Rule Bases | 2004 | Proc. 15th Intl. Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004) | inproceedings | |
| Atzmueller, M., Puppe, F. & Buscher, H.-P. | Towards Knowledge-Intensive Subgroup Discovery | 2004 | Proc. LWA 2004 Workshop, Germany | inproceedings | |
| Atzmueller, M., Baumeister, J. & Puppe, F. | Evaluation of two Strategies for Case-Based Diagnosis handling Multiple Faults | 2003 | Proc. 2nd Conf. Professional Knowledge Management (WM2003) | inproceedings | |
| Atzmueller, M., Baumeister, J. & Puppe, F. | Inductive Learning of Simple Diagnostic Scores | 2003 | Medical Data Analysis, Proc. 4th Intl. Symposium on Medical Data Analysis (ISMDA 2003), LNCS 2868 | inproceedings | |
| Baumeister, J., Atzmueller, M. & Puppe, F. | Inductive Learning for Case-Based Diagnosis with Multiple Faults | 2002 | Advances in Case-Based Reasoning | inproceedings |
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