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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)
    Vol. 18(1), pp. 1 - 18 
    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 Hörnlein, Alexander and Melcher, Ralf and Lührs, 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, Adaptivität},
      publisher = {Institute of Computer Science, University of Würzburg},
      year = {2008}
    }
    
    Atzmueller, M. Knowledge-Intensive Subgroup Mining -- Techniques for Automatic and Interactive Discovery 2007
    Vol. 307 
    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
    Vol. 37(1), pp. 19-30 
    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), pp. 101-106  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), pp. 647-652  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), pp. 46-51  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), pp. 453-462  inproceedings  
    BibTeX:
    @inproceedings{ABHRP:05,
      author = {Atzmueller, Martin and Baumeister, Joachim and Hemsing, Achim and Richter, Ernst-Jürgen 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 (3782)Professional Knowledge Management, pp. 319–-329  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), pp. 154-159  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), pp. 203-213  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, pp. 117-123  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, pp. 23-30  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
    Vol. 2416Advances in Case-Based Reasoning, pp. 28-42 
    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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