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

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 and 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 and Dietmar Seipel.
[BibTeX] 

Semi-Automatic Refinement and Assessment of Subgroup Patterns.
In: Proc. 21th International Florida Artificial Intelligence Research Society Conference (FLAIRS-2008). AAAI Press, 2008.
Martin Atzmueller and Frank Puppe.
[BibTeX] 

A Methodological Approach for the Effective Modeling of Bayesian Networks.
In: Proc. 31st Annual German Conference on Artificial Intelligence (KI 2008), pages 160-168. 2008.
Martin Atzmueller and Florian Lemmerich.
[BibTeX] 

Application and Evaluation of a Medical Knowledge-System in Sonography (SonoConsult).
In: Proc. 18th European Conference on Artificial Intelligence (ECAI 20008), accepted. 2008.
Frank Puppe, Martin Atzmueller, Georg Buscher, Matthias Huettig, Hardi Lührs and Hans-Peter Buscher.
[BibTeX] 

A Knowledge-Intensive Approach for Semi-Automatic Causal Subgroup Discovery.
In: 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). Warsaw, Poland, 2007.
Martin Atzmueller and Frank Puppe.
[BibTeX] 

Causal Subgroup Analysis for Detecting Confounding.
In: Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2007). Wuerzburg, Germany, 2007.
Martin Atzmueller and Frank Puppe.
[BibTeX] 

Declarative Specification of Ontological Domain Knowledge for Descriptive Data Mining.
In: Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2007). Wuerzburg, Germany, 2007.
Martin Atzmueller and Dietmar Seipel.
[BibTeX] 

Experience Management with Task-Configurations and Task-Patterns for Descriptive Data Mining.
In: Proc. 3rd International Workshop on Knowledge Engineering and Software Engineering (KESE 2007), 30th German Conference on Artificial Intelligence (KI-2007). 2007.
Martin Atzmueller.
[BibTeX] 

Onto Confounding-Aware Subgroup Discovery.
In: Proc. 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), pages 163-170. IEEE Press, 2007.
Martin Atzmueller, Frank Puppe and Hans-Peter Buscher.
[BibTeX] 

Pattern-Constrained Test Case Generation.
In: Proc. 20th International Florida Artificial Intelligence Research Society Conference (FLAIRS-2007), pages 518-523. AAAI Press, 2007.
Martin Atzmueller, Joachim Baumeister and Frank Puppe.
[BibTeX] 

Towards Confounding-Aware Subgroup Discovery.
In: Proc. LWA 2007 (KDML Special Track). University of Halle, 2007.
Martin Atzmueller and Frank Puppe.
[BibTeX] 

A Datagenerator for Evaluating Machine Learning Methods.
Künstliche Intelligenz(03):57-63, 2006.
Martin Atzmueller, Joachim Baumeister, Mario Goller and Frank Puppe.
[BibTeX] 

A Methodological View on Knowledge-Intensive Subgroup Discovery.
In: Proc. 15th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2006), series LNAI, pages 318-325. 2006.
Martin Atzmueller and Frank Puppe.
[BibTeX] 

Case-Based Characterization and Analysis of Subgroup Patterns.
In: Proc. LWA 2006 (KDML Special Track), Hildesheimer Informatik Berichte. University of Hildesheim, 2006.
Martin Atzmueller and Frank Puppe.
[BibTeX] 

Knowledge-Intensive Subgroup Mining - Techniques for Automatic and Interactive Discovery.
PhD thesis, Department of Computer Science, University of Würzburg, 2006.
Martin Atzmueller.
[BibTeX] 

Quality Measures and Semi-Automatic Mining of Diagnostic Rule Bases (extended version).
In: Proc. 15th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004), series LNAI, pages 65-78. 2005.
Martin Atzmueller, Joachim Baumeister and Frank Puppe.
[BibTeX] 

Using Subgroup Mining for the Refinement of Knowledge Systems.
In: Proceedings of the 29th Annual Conference of the German Classification Society (GfKl 2005). 2005.
Martin Atzmueller, Joachim Baumeister, Achim Hemsing, Ernst-Jürgen Richter and Frank Puppe.
[BibTeX] 

An Intelligent Diagnosis System Handling Multiple Disorders.
2005.
Wenqi Shi, John A. Barnden, Martin Atzmueller and Joachim Baumeister.
[BibTeX]