| 2019 | BPM | Graph Summarization for Computational Sensemaking on Complex Industrial Event Logs. | Stefan Bloemheuvel, Benjamin Klpper, Martin Atzmller |
| 2010 | FlAIRS | Fast Discovery of Relevant Subgroup Patterns. | Florian Lemmerich, Mathias Rohlfs, Martin Atzmller |
| 2009 | FlAIRS | A Data Warehouse-Based Approach for Quality Management, Analysis and Evaluation of Intelligent Systems using Subgroup Mining. | Martin Atzmller, Frank Puppe, Stephanie Beer |
| 2009 | ISMIS | Fast Subgroup Discovery for Continuous Target Concepts. | Martin Atzmller, Florian Lemmerich |
| 2008 | ECAI | Application and Evaluation of a Medical Knowledge System in Sonography (SONOCONSULT). | Frank Puppe, Martin Atzmller, Georg Buscher, Matthias Httig, Hardi Luehrs, Hans-Peter Buscher |
| 2008 | FlAIRS | Semi-Automatic Refinement and Assessment of Subgroup Patterns. | Martin Atzmller, Frank Puppe |
| 2008 | KI | A Methodological Approach for the Effective Modeling of Bayesian Networks. | Martin Atzmller, Florian Lemmerich |
| 2008 | KI | Test-Driven Development of Complex Information Extraction Systems using TextMarker. | Peter Klgl, Martin Atzmller, Frank Puppe |
| 2007 | FlAIRS | Pattern-Constrained Test Case Generation. | Martin Atzmller, Joachim Baumeister, Frank Puppe |
| 2007 | ICTAI | Onto Confounding-Aware Subgroup Discovery. | Martin Atzmller, Frank Puppe, Hans-Peter Buscher |
| 2007 | KI | Experience Management with Task-Configurations and Task-Patterns for Descriptive Data Mining. | Martin Atzmller |
| 2006 | EKAW | A Methodological View on Knowledge-Intensive Subgroup Discovery. | Martin Atzmller, Frank Puppe |
| 2006 | FlAIRS | Introspective Subgroup Analysis for Interactive Knowledge Refinement. | Martin Atzmller, Joachim Baumeister, Frank Puppe |
| 2006 | FlAIRS | Conservative and Creative Strategies for the Refinement of Scoring Rules. | Joachim Baumeister, Martin Atzmller, Peter Klgl, Frank Puppe |
| 2005 | AIME | Subgroup Mining for Interactive Knowledge Refinement. | Martin Atzmller, Joachim Baumeister, Achim Hemsing, Ernst-Jrgen Richter, Frank Puppe |
| 2005 | IJCAI | Exploiting Background Knowledge for Knowledge-Intensive Subgroup Discovery. | Martin Atzmller, Frank Puppe, Hans-Peter Buscher |
| 2004 | FlAIRS | Case-Based Approaches for Diagnosing Multiple Disorders. | Martin Atzmller, Joachim Baumeister, Frank Puppe, Wenqi Shi, John A. Barnden |