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AuthorTitleYearJournal/ProceedingsReftypeDOI/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  
BibTeX:
@article{APB:09,
  author = {Atzmueller, Martin and Puppe, Frank and Buscher, Hans-Peter},
  title = {{A Semi-Automatic Approach for Confounding-Aware Subgroup Discovery}},
  journal = {International Journal on Artificial Intelligence Tools (IJAIT)},
  year = {2009},
  volume = {18},
  number = {1},
  pages = {1 -- 18}
}
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  
BibTeX:
@inproceedings{AN:09a,
  author = {Atzmueller, Martin and Nalepa, Grzegorz J.},
  title = {{A Textual Subgroup Mining Approach for Rapid ARD+ Model Capture}},
  booktitle = {Proc. 22nd International Florida Artificial Intelligence Research Society Conference (FLAIRS), accepted},
  year = {2009}
}
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  
BibTeX:
@article{AN:09b,
  author = {Atzmueller, Martin and Nalepa, Grzegorz J.},
  title = {{Towards Rapid Knowledge Capture using Textual Subgroup Mining for Rule Prototyping}},
  journal = {Technical Report 458, Institute of Computer Science, University of Würzburg},
  year = {2009}
}
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  
BibTeX:
@inproceedings{AS:08b,
  author = {Atzmueller, Martin and Seipel, Dietmar},
  title = {{Causal Subgroup Analysis for Detecting Confounding (Extended version)}},
  booktitle = {Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management, accepted},
  year = {2008}
}
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  
BibTeX:
@inproceedings{AS:08a,
  author = {Atzmueller, Martin and Seipel, Dietmar},
  title = {{Declarative Specification of Ontological Domain Knowledge for Descriptive Data Mining (Extended version)}},
  booktitle = {Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management, accepted},
  year = {2008}
}
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  
BibTeX:
@inproceedings{ABHMLP:08,
  author = {Atzmueller, Martin and Beer, Stephanie and H\"ornlein, Alexander and Melcher, Ralf and L\"uhrs, Hardi and Puppe, Frank},
  title = {{Design and Implementation of a Data Warehouse for Quality Management, System Evaluation and Knowledge Discovery in the Medical Domain}},
  booktitle = {Proc. 1st European Workshop on Design, Evaluation and Refinement of Intelligent Systems},
  year = {2008}
}
Proceedings of the LWA 2008 - Lernen, Wissen, Adaptivität 2008   book  
BibTeX:
@book{BA:08,,
  title = {{Proceedings of the LWA 2008 - Lernen, Wissen, Adaptivit\"at}},
  publisher = {Institute of Computer Science, University of W\"urzburg},
  year = {2008}
}
Atzmueller, M. Knowledge-Intensive Subgroup Mining -- Techniques for Automatic and Interactive Discovery 2007   book  
BibTeX:
@book{Atzmueller:07,
  author = {Atzmueller, Martin},
  title = {{Knowledge-Intensive Subgroup Mining -- Techniques for Automatic and Interactive Discovery}},
  publisher = {IOS Press},
  year = {2007},
  volume = {307}
}
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  
BibTeX:
@article{ABP:05Score,
  author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank},
  title = {{Semi-Automatic Learning of Simple Diagnostic Scores Utilizing Complexity Measures}},
  journal = {Artificial Intelligence in Medicine. Special Issue on Intelligent Data Analysis in Medicine},
  year = {2006},
  volume = {37},
  number = {1},
  pages = {19--30}
}
Atzmueller, M., Baumeister, J. & Puppe, F. Exemplifying Subgroup Mining Results for Interactive Knowledge Refinement 2005 Proc. 13th Leipziger Informatik-Tage 2005 (LIT 2005)   inproceedings  
BibTeX:
@inproceedings{ABP:05,
  author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank},
  title = {{Exemplifying Subgroup Mining Results for Interactive Knowledge Refinement}},
  booktitle = {Proc. 13th  Leipziger Informatik-Tage 2005 (LIT 2005)},
  year = {2005},
  pages = {101-106}
}
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  
BibTeX:
@inproceedings{APB:05a,
  author = {Atzmueller, Martin and Puppe, Frank and Buscher, Hans-Peter},
  title = {{Exploiting Background Knowledge for Knowledge-Intensive Subgroup Discovery}},
  booktitle = {Proc. 19th International Joint Conference on Artificial Intelligence (IJCAI-05)},
  year = {2005},
  pages = {647--652}
}
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  
BibTeX:
@inproceedings{APB:05b,
  author = {Atzmueller, Martin and Puppe, Frank and Buscher, Hans-Peter},
  title = {{Profiling Examiners using Intelligent Subgroup Mining}},
  booktitle = {Proc. 10th International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2005)},
  year = {2005},
  pages = {46--51}
}
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  
BibTeX:
@inproceedings{ABHRP:05,
  author = {Atzmueller, Martin and Baumeister, Joachim and Hemsing, Achim and Richter, Ernst-J\"urgen and Puppe, Frank},
  title = {{Subgroup Mining for Interactive Knowledge Refinement}},
  booktitle = {Proc. 10th Conference on Artificial Intelligence in Medicine (AIME 05)},
  year = {2005},
  pages = {453--462}
}
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  
BibTeX:
@inproceedings{PBAHB:05,
  author = {Puppe, Frank and Buscher, Georg and Atzmueller, Martin and Huettig, Matthias and Buscher, Hans-Peter},
  title = {{Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult)}},
  booktitle = {{Professional Knowledge Management}},
  year = {2005},
  number = {3782},
  pages = {319–-329}
}
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)   inproceedings  
BibTeX:
@inproceedings{ASBPB:04,
  author = {Atzmueller, Martin and Shi, Wenqi and Baumeister, Joachim and Puppe, Frank and Barnden, John A.},
  title = {{Case-Based Approaches for Diagnosing Multiple Disorders}},
  booktitle = {Proc. 17th Intl. Florida Artificial Intelligence Research Society Conference 2004 (FLAIRS-2004)},
  publisher = {AAAI Press},
  year = {2004},
  pages = {154--159}
}
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  
BibTeX:
@inproceedings{ABP:04,
  author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank},
  title = {{Quality Measures for Semi-Automatic Learning of Simple Diagnostic Rule Bases}},
  booktitle = {Proc. 15th Intl. Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004)},
  year = {2004},
  pages = {203--213}
}
Atzmueller, M., Puppe, F. & Buscher, H.-P. Towards Knowledge-Intensive Subgroup Discovery 2004 Proc. LWA 2004 Workshop, Germany   inproceedings  
BibTeX:
@inproceedings{APB:04,
  author = {Atzmueller, Martin and Puppe, Frank and and Hans-Peter Buscher},
  title = {{Towards Knowledge-Intensive Subgroup Discovery}},
  booktitle = {Proc. LWA 2004 Workshop, Germany},
  year = {2004},
  pages = {117--123}
}
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  
BibTeX:
@inproceedings{ABP:03,
  author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank},
  title = {{Evaluation of two Strategies for Case-Based Diagnosis handling Multiple Faults}},
  booktitle = {Proc. 2nd Conf. Professional Knowledge Management (WM2003)},
  year = {2003}
}
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  
BibTeX:
@inproceedings{ABP:03Score,
  author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank},
  title = {{Inductive Learning of Simple Diagnostic Scores}},
  booktitle = {Medical Data Analysis, Proc. 4th Intl. Symposium on Medical Data Analysis (ISMDA 2003), LNCS 2868},
  year = {2003},
  pages = {23-30}
}
Baumeister, J., Atzmueller, M. & Puppe, F. Inductive Learning for Case-Based Diagnosis with Multiple Faults 2002 Advances in Case-Based Reasoning   inproceedings  
BibTeX:
@inproceedings{BAP:02,
  author = {Baumeister, Joachim and Atzmueller, Martin and Puppe, Frank},
  title = {{Inductive Learning for Case-Based Diagnosis with Multiple Faults}},
  booktitle = {Advances in Case-Based Reasoning},
  year = {2002},
  volume = {2416},
  pages = {28-42},
  note = {Proc. 6th European Conference on Case-Based Reasoning (ECCBR 2002)}
}

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