| Author | Title | Year | Journal/Proceedings | Reftype | DOI/URL |
|---|---|---|---|---|---|
| Atzmueller, M. & Puppe, F. | A Case-Based Approach for Characterization and Analysis of Subgroup Patterns | 2008 | Journal of Applied Intelligence | 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. & Puppe, F. | Semi-Automatic Refinement and Assessment of Subgroup Patterns | 2008 | Proc. 21th International Florida Artificial Intelligence Research Society Conference (FLAIRS-2008) | inproceedings | |
| Martin Atzmueller & Florian Lemmerich | A Methodological Approach for the Effective Modeling of Bayesian Networks | 2008 | Proc. 31st Annual German Conference on Artificial Intelligence (KI 2008) | inproceedings | |
| Puppe, F., Atzmueller, M., Buscher, G., Huettig, M., Lührs, H. & Buscher, H.-P. | Application and Evaluation of a Medical Knowledge-System in Sonography (SonoConsult) | 2008 | Proc. 18th European Conference on Artificial Intelligence (ECAI 20008), accepted | inproceedings | |
| Atzmueller, M. & Puppe, F. | A Knowledge-Intensive Approach for Semi-Automatic Causal Subgroup Discovery | 2007 | Proc. Workshop on Prior Conceptual Knowledge in Machine Learning and Knowledge Discovery (PriCKL'07), at the 18th European Conference on Machine Learning (ECML'07), 11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'07) | inproceedings | |
| Atzmueller, M. & Puppe, F. | Causal Subgroup Analysis for Detecting Confounding | 2007 | Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2007) | inproceedings | |
| Atzmueller, M. & Seipel, D. | Declarative Specification of Ontological Domain Knowledge for Descriptive Data Mining | 2007 | Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2007) | inproceedings | |
| Atzmueller, M. | Experience Management with Task-Configurations and Task-Patterns for Descriptive Data Mining | 2007 | Proc. 3rd International Workshop on Knowledge Engineering and Software Engineering (KESE 2007), 30th German Conference on Artificial Intelligence (KI-2007) | inproceedings | |
| Atzmueller, M., Puppe, F. & Buscher, H.-P. | Onto Confounding-Aware Subgroup Discovery | 2007 | Proc. 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007) | inproceedings | |
| Atzmueller, M., Baumeister, J. & Puppe, F. | Pattern-Constrained Test Case Generation | 2007 | Proc. 20th International Florida Artificial Intelligence Research Society Conference (FLAIRS-2007) | inproceedings | |
| Atzmueller, M. & Puppe, F. | Towards Confounding-Aware Subgroup Discovery | 2007 | Proc. LWA 2007 (KDML Special Track) | inproceedings | |
| Atzmueller, M., Baumeister, J., Goller, M. & Puppe, F. | A Datagenerator for Evaluating Machine Learning Methods | 2006 | Künstliche Intelligenz | article | |
| Atzmueller, M. & Puppe, F. | A Methodological View on Knowledge-Intensive Subgroup Discovery | 2006 | Proc. 15th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2006) | inproceedings | |
| Atzmueller, M. & Puppe, F. | Case-Based Characterization and Analysis of Subgroup Patterns | 2006 | Proc. LWA 2006 (KDML Special Track), Hildesheimer Informatik Berichte | inproceedings | |
| Atzmueller, M. | Knowledge-Intensive Subgroup Mining -- Techniques for Automatic and Interactive Discovery | 2006 | School: Department of Computer Science, University of Würzburg | phdthesis | |
| Atzmueller, M., Baumeister, J. & Puppe, F. | Quality Measures and Semi-Automatic Mining of Diagnostic Rule Bases (extended version) | 2005 | Proc. 15th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004) | inproceedings | |
| Atzmueller, M., Baumeister, J., Hemsing, A., Richter, E.-J. & Puppe, F. | Using Subgroup Mining for the Refinement of Knowledge Systems | 2005 | Proceedings of the 29th Annual Conference of the German Classification Society (GfKl 2005) | inproceedings | |
| Shi, W., Barnden, J. A., Atzmueller, M. & Baumeister, J. | An Intelligent Diagnosis System Handling Multiple Disorders | 2005 | inbook |
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