Kluegl, Peter and Toepfer, Martin and Lemmerich, Florian and Hotho, Andreas and Puppe, Frank. Exploiting Structural Consistencies with Stacked Conditional Random Fields. In Mathematical Methodologies in Pattern Recognition and Machine Learning Springer Proceedings in Mathematics & Statistics, (30) 111-125, Year 2013.

Atzmueller, Martin and Beer, Stephanie and Puppe, Frank. Data Mining, Validation and Collaborative Knowledge Capture. Collaboration and the Semantic Web: Social Networks, Knowledge Networks, and Knowledge Resources. editor(s) Brüggemann, Stefan and d’Amato, Claudia. 149-167, IGI Global, Year 2012.

Klügl, Peter and Toepfer, Martin and Lemmerich, Florian and Hotho, Andreas and Puppe, Frank. Collective Information Extraction with Context-Specific Consistencies.. ECML/PKDD (1). editor(s) Flach, Peter A. and Bie, Tijl De and Cristianini, Nello. Lecture Notes in Computer Science, (7523) 728-743, Springer, Year 2012.

Klügl, Peter and Toepfer, Martin and Lemmerich, Florian and Hotho, Andreas and Puppe, Frank. Stacked Conditional Random Fields Exploiting Structural Consistencies. Proceedings of 1st International Conference on Pattern Recognition Applications and Methods ICPRAM. editor(s) Carmona, Pedro Latorre and Sánchez, J. Salvador and Fred, Ana. 240-248, SciTePress, Vilamoura, Algarve, Portugal, Year 2012.

Atzmueller, Martin and Beer, Stephanie and Puppe, Frank. Data Mining, Validation and Collaborative Knowledge Capture. Collaboration and the Semantic Web: Social Networks, Knowledge Networks and Knowledge Resources.. editor(s) Brüggemann, Stefan and d’Amato, Claudia. IGI Global, Year 2011.

Toepfer, Martin and Kluegl, Peter and Hotho, Andreas and Puppe, Frank. Segmentation of References with Skip-Chain Conditional Random Fields for Consistent Label Transitions. Workshop Notes of the LWA 2011 - Learning, Knowledge, Adaptation. Year 2011.

Kluegl, Peter and Hotho, Andreas and Puppe, Frank. Local Adaptive Extraction of References. KI 2010: Advances in Artificial Intelligence, 33rd Annual German Conference on AI. editor(s) Dillmann, Rüdiger and Beyerer, Jürgen and Hanebeck, Uwe D. and Schultz, Tanja. LNAI 6359, 40-47, Springer, Year 2010.

Toepfer, Martin and Kluegl, Peter and Hotho, Andreas and Puppe., Frank. Conditional Random Fields For Local Adaptive Reference Extraction. Proceedings of LWA2010 - Workshop-Woche: Lernen, Wissen & Adaptivitaet. editor(s) Atzmüller, Martin and Benz, Dominik and Hotho, Andreas and Stumme, Gerd. Kassel, Germany, Year 2010.

Atzmueller, Martin and Beer, Stephanie and Puppe, Frank. A Data Warehouse-Based Approach for Quality Management, Evaluation and Analysis of Intelligent Systems using Subgroup Mining. Proc. 22nd International Florida Artificial Intelligence Research Society Conference (FLAIRS), accepted. 372-377, AAAI Press, Year 2009.

Atzmueller, Martin and Puppe, Frank and Buscher, Hans-Peter. A Semi-Automatic Approach for Confounding-Aware Subgroup Discovery. In International Journal on Artificial Intelligence Tools (IJAIT), (18) 1: 1 -- 18, Year 2009.

Atzmueller, Martin and Beer, Stephanie and Hörnlein, Alexander and Melcher, Ralf and Lührs, Hardi and Puppe, Frank. Design and Implementation of a Data Warehouse for Quality Management, System Evaluation and Knowledge Discovery in the Medical Domain. Proc. 1st European Workshop on Design, Evaluation and Refinement of Intelligent Systems. Erfurt, Year 2008.

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

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

Atzmueller, Martin and Baumeister, Joachim and Klügl, Peter and Puppe, Frank. Rapid Knowledge Capture Using Subgroup Discovery with Incremental Refinement. Proc. 4th International Conference on Knowledge Capture (K-CAP 2007). 31--38, ACM Press, Year 2007.

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

Atzmueller, Martin and Puppe, Frank. SD-Map -- A Fast Algorithm for Exhaustive Subgroup Discovery. Proc. 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2006). LNAI, 4213: 6-17, Year 2006.

Baumeister, Joachim and Atzmueller, Martin and Kluegl, Peter and Puppe, Frank. Conservative and Creative Strategies for the Refinement of Scoring Rules. Proc. 19th Intl. Florida Artificial Intelligence Research Society Conference 2006 (FLAIRS-2006). editor(s) Sutcliffe, Geoff and Goebel, Randy. 408--413, AAAI Press, Year 2006.

Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank. Exemplifying Subgroup Mining Results for Interactive Knowledge Refinement. Proc. 13th Leipziger Informatik-Tage 2005 (LIT 2005). LNI, 101-106, Year 2005.

Atzmueller, Martin and Baumeister, Joachim and Hemsing, Achim and Richter, Ernst-Jürgen and Puppe, Frank. Subgroup Mining for Interactive Knowledge Refinement. Proc. 10th Conference on Artificial Intelligence in Medicine (AIME 05). LNAI 3581, 453--462, Year 2005.

Baumeister, Joachim and Atzmueller, Martin and Puppe, Frank. Inductive Learning for Case-Based Diagnosis with Multiple Faults. Advances in Case-Based Reasoning. LNAI, (2416) 28-42, Year 2002.