@inproceedings{ABP:07, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proc. 20th International Florida Artificial Intelligence Research Society Conference (FLAIRS-2007)}, interhash = {3808013fc656b34bde63336aaa7ad043}, intrahash = {5cc063c933cd9c19f3005de92bb682ca}, pages = {518--523}, publisher = {AAAI Press}, title = {{Pattern-Constrained Test Case Generation}}, year = 2007 } @inproceedings{Atz:07, author = {Atzmueller, Martin}, booktitle = {Proc. 3rd International Workshop on Knowledge Engineering and Software Engineering (KESE 2007), 30th German Conference on Artificial Intelligence (KI-2007)}, interhash = {7642d4ad2f2e927c0c71b7c9b40add7c}, intrahash = {bdbc9682948162163e5dcc3c4e91901e}, title = {{Experience Management with Task-Configurations and Task-Patterns for Descriptive Data Mining}}, year = 2007 } @inproceedings{AP:07a, address = {Wuerzburg, Germany}, author = {Atzmueller, Martin and Puppe, Frank}, booktitle = {Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2007)}, interhash = {5cd62702810c3ac276ad6d138bb92e76}, intrahash = {f14b309aad99d095c505fe68916b13c6}, optpublisher = {University of Wuerzburg}, title = {{Causal Subgroup Analysis for Detecting Confounding}}, year = 2007 } @inproceedings{AS:07, address = {Wuerzburg, Germany}, author = {Atzmueller, Martin and Seipel, Dietmar}, booktitle = {Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2007)}, interhash = {7c77d68d979ac03bbaeb6d902bf3c7c7}, intrahash = {9ebe204da03cdb030bfb72089555fc91}, optpublisher = {University of Wuerzburg}, title = {{Declarative Specification of Ontological Domain Knowledge for Descriptive Data Mining}}, year = 2007 } @inproceedings{AP:07b, address = {Warsaw, Poland}, author = {Atzmueller, Martin and Puppe, Frank}, booktitle = {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)}, interhash = {8daa6fea97d33c0219b6867494402f7a}, intrahash = {68913707880e341b954f1a3784075891}, optpublisher = {University of Warsaw}, title = {{A Knowledge-Intensive Approach for Semi-Automatic Causal Subgroup Discovery}}, year = 2007 } @inproceedings{AP:07c, author = {Atzmueller, Martin and Puppe, Frank}, booktitle = {Proc. LWA 2007 (KDML Special Track)}, interhash = {c6c962ced8eed977511e22db347e7bfd}, intrahash = {69ae04ede568be16d694049889e3d8bc}, optaddress = {Halle, Germany}, publisher = {University of Halle}, title = {{Towards Confounding-Aware Subgroup Discovery}}, year = 2007 } @inproceedings{APB:07, author = {Atzmueller, Martin and Puppe, Frank and Buscher, Hans-Peter}, booktitle = {Proc. 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007)}, interhash = {f8b272d9b2ec4ee84c82493bfd21a2be}, intrahash = {e543a6d4ffb2312bce83a3fd45d03787}, pages = {163--170}, publisher = {IEEE Press}, title = {{Onto Confounding-Aware Subgroup Discovery}}, year = 2007 } @article{ABGP:06, author = {Atzmueller, Martin and Baumeister, Joachim and Goller, Mario and Puppe, Frank}, interhash = {b9ec14b201fe72ec96f41a9ede970b6b}, intrahash = {5d9151d2d9b27fb3dfb0b5be85704909}, journal = {K\"unstliche Intelligenz}, number = 03, pages = {57--63}, title = {{A Datagenerator for Evaluating Machine Learning Methods}}, year = 2006 } @inproceedings{AP:06a, author = {Atzmueller, Martin and Puppe, Frank}, booktitle = {Proc. LWA 2006 (KDML Special Track), Hildesheimer Informatik Berichte}, interhash = {5b8eb3d160e202fc56770062bdd167bd}, intrahash = {5e24fcd6163c894b62fb4ec1c1a549b7}, publisher = {University of Hildesheim}, title = {{Case-Based Characterization and Analysis of Subgroup Patterns}}, year = 2006 } @inproceedings{AP:06b, author = {Atzmueller, Martin and Puppe, Frank}, booktitle = {Proc. 15th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2006)}, interhash = {6e7365a7d2404868a820b835418cbcd1}, intrahash = {58621fca7004b61d46b9241033e006ee}, number = 4248, pages = {318--325}, series = {LNAI}, title = {{A Methodological View on Knowledge-Intensive Subgroup Discovery}}, year = 2006 } @inproceedings{ABP:05a, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proc. 15th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004)}, interhash = {25e50058e2d56539b4e208932d06343b}, intrahash = {7fe002efd17da78241cd7eefa5ead873}, number = 3392, pages = {65--78}, series = {LNAI}, title = {{Quality Measures and Semi-Automatic Mining of Diagnostic Rule Bases (extended version)}}, year = 2005 } @inbook{SBAB:05, author = {Shi, Wenqi and Barnden, John A. and Atzmueller, Martin and Baumeister, Joachim}, interhash = {95be432ae10251e8da41a24b847a2cc0}, intrahash = {97989e20cdfcabaa1bfebc02f2e5255d}, isbn = {0-387-23151-X}, pages = {421--430}, series = {In: Intelligent information processing II}, title = {{An Intelligent Diagnosis System Handling Multiple Disorders}}, year = 2005 } @inproceedings{ABHRP:05a, author = {Atzmueller, Martin and Baumeister, Joachim and Hemsing, Achim and Richter, Ernst-J\"urgen and Puppe, Frank}, booktitle = {Proceedings of the 29th Annual Conference of the German Classification Society (GfKl 2005)}, interhash = {ffabcce92e70e6501ea1d66bf59899d0}, intrahash = {34934208632dfc819d29e3739d1b4a0d}, title = {{Using Subgroup Mining for the Refinement of Knowledge Systems}}, year = 2005 } @inproceedings{AP:08a, author = {Atzmueller, Martin and Puppe, Frank}, booktitle = {Proc. 21th International Florida Artificial Intelligence Research Society Conference (FLAIRS-2008)}, interhash = {e1aaffd9c5f2211b522819a26d237f7b}, intrahash = {a912321c6df86a4989eb5d88adf39bd1}, optpages = {518--523}, publisher = {AAAI Press}, title = {{Semi-Automatic Refinement and Assessment of Subgroup Patterns}}, year = 2008 } @phdthesis{Atzmueller:06, author = {Atzmueller, Martin}, interhash = {f0a13a0e19eb1d888645b88d62a7f678}, intrahash = {4527cce722540a59b8c9435c4a513f76}, school = {Department of Computer Science, University of Würzburg}, title = {{Knowledge-Intensive Subgroup Mining -- Techniques for Automatic and Interactive Discovery}}, year = 2006 } @inproceedings{PABHLB:08, author = {Puppe, Frank and Atzmueller, Martin and Buscher, Georg and Huettig, Matthias and Lührs, Hardi and Buscher, Hans-Peter}, booktitle = {Proc. 18th European Conference on Artificial Intelligence (ECAI 20008), accepted}, interhash = {0a275f930071c1744c4995bc56b6a323}, intrahash = {40d6ae61a6394ad9f8d85d3abbb5c416}, title = {{Application and Evaluation of a Medical Knowledge-System in Sonography (SonoConsult)}}, year = 2008 } @inproceedings{AL:08, author = {{Martin Atzmueller and Florian Lemmerich}}, booktitle = {Proc. 31st Annual German Conference on Artificial Intelligence (KI 2008)}, interhash = {79c86c2eefe4e0bdb16761485c09f054}, intrahash = {ed1494a7c9fd41e1720c330ff3144596}, pages = {160--168}, title = {{A Methodological Approach for the Effective Modeling of Bayesian Networks}}, year = 2008 } @article{AP:08, author = {Atzmueller, Martin and Puppe, Frank}, interhash = {07c6547de2ebf0f81838dbea728ab39c}, intrahash = {dfc74854317bf1ecbd87839613f7621c}, journal = {Journal of Applied Intelligence}, number = 3, pages = {210-221}, title = {{A Case-Based Approach for Characterization and Analysis of Subgroup Patterns}}, volume = 28, year = 2008 } @inproceedings{AS:08a, author = {Atzmueller, Martin and Seipel, Dietmar}, booktitle = {Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management, accepted}, interhash = {094ce683ca7a8b8bc06b02d7f4f4a848}, intrahash = {06df7a1e43864bd50cf2c6011e25c03a}, title = {{Declarative Specification of Ontological Domain Knowledge for Descriptive Data Mining (Extended version)}}, year = 2008 } @inproceedings{AS:08b, author = {Atzmueller, Martin and Seipel, Dietmar}, booktitle = {Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management, accepted}, interhash = {d1dbda136a427047193aea59338c4aee}, intrahash = {dd84981f691d4383862579b50800016d}, title = {{Causal Subgroup Analysis for Detecting Confounding (Extended version)}}, year = 2008 } @inproceedings{ABHMLP:08, address = {Erfurt}, author = {Atzmueller, Martin and Beer, Stephanie and H\"ornlein, Alexander and Melcher, Ralf and L\"uhrs, Hardi and Puppe, Frank}, booktitle = {Proc. 1st European Workshop on Design, Evaluation and Refinement of Intelligent Systems}, interhash = {f059423faf565033982e54c1a2766b9e}, intrahash = {741787b841afcb8949b850185b56aeee}, title = {{Design and Implementation of a Data Warehouse for Quality Management, System Evaluation and Knowledge Discovery in the Medical Domain}}, year = 2008 } @book{BA:08, editor = {Baumeister, Joachim and Atzmueller, Martin}, interhash = {f3192daf9cc8659a7178c809520c55fe}, intrahash = {ffdc3c5f9015c9f0348ec29d8865e36d}, publisher = {Institute of Computer Science, University of W\"urzburg}, series = {Technical report 448}, title = {{Proceedings of the LWA 2008 - Lernen, Wissen, Adaptivit\"at}}, year = 2008 } @inproceedings{AN:09a, author = {Atzmueller, Martin and Nalepa, Grzegorz J.}, booktitle = {Proc. 22nd International Florida Artificial Intelligence Research Society Conference (FLAIRS), accepted}, interhash = {84ede547616046b77b9b994dbd845fa0}, intrahash = {00347bf293f02dc08f47eba0c5862e46}, optpublisher = {AAAI Press}, title = {{A Textual Subgroup Mining Approach for Rapid ARD+ Model Capture}}, year = 2009 } @article{APB:09, author = {Atzmueller, Martin and Puppe, Frank and Buscher, Hans-Peter}, interhash = {7035d39f90827971b2b5dbd63ec950bf}, intrahash = {818608d57145cfc07a75e9608d059d23}, journal = {International Journal on Artificial Intelligence Tools (IJAIT)}, number = 1, pages = {1 -- 18}, title = {{A Semi-Automatic Approach for Confounding-Aware Subgroup Discovery}}, volume = 18, year = 2009 } @article{AN:09b, author = {Atzmueller, Martin and Nalepa, Grzegorz J.}, interhash = {c7058098395da81311dcd5bc23f331db}, intrahash = {e35aa5117c5a636c45f980c9bbab2fb3}, journal = {Technical Report 458, Institute of Computer Science, University of Würzburg}, title = {{Towards Rapid Knowledge Capture using Textual Subgroup Mining for Rule Prototyping}}, year = 2009 } @inproceedings{AL:09, author = {Atzmueller, Martin and Lemmerich, Florian}, booktitle = {Proc. 18th International Symposium on Methodologies for Intelligent Systems (ISMIS 2009), in press}, interhash = {530588fdfd74b6403f81df0ccfc2a701}, intrahash = {b44e7404e2b2172822d65f3c11523be4}, series = {LNCS}, title = {{Fast Subgroup Discovery for Continuous Target Concepts}}, year = 2009 } @inproceedings{ABP:03, address = {Luzern, Switzerland}, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proc. 2nd Conf. Professional Knowledge Management (WM2003)}, interhash = {4d8e15d1a910865cc2e0b4c96e72a60d}, intrahash = {dff1b95ee0b123f588541964cf5c1904}, title = {{Evaluation of two Strategies for Case-Based Diagnosis handling Multiple Faults}}, year = 2003 } @inproceedings{ASBPB:04, author = {Atzmueller, Martin and Shi, Wenqi and Baumeister, Joachim and Puppe, Frank and Barnden, John A.}, booktitle = {Proc. 17th Intl. Florida Artificial Intelligence Research Society Conference 2004 (FLAIRS-2004)}, editor = {Barr, Valerie and Markov, Zdravko}, interhash = {9e4f3354e9cbe98e236c2657ebef689c}, intrahash = {97fecd065b682b474b168f9baeb51121}, pages = {154--159}, publisher = {AAAI Press}, title = {{Case-Based Approaches for Diagnosing Multiple Disorders}}, year = 2004 } @inproceedings{BAP:02, author = {Baumeister, Joachim and Atzmueller, Martin and Puppe, Frank}, booktitle = {Advances in Case-Based Reasoning}, interhash = {bfae82181f17ea7b88fd9d52d9bdd931}, intrahash = {032258a6dda14093880c3c8bff63ac62}, note = {Proc. 6th European Conference on Case-Based Reasoning (ECCBR 2002)}, pages = {28-42}, series = {LNAI}, title = {{Inductive Learning for Case-Based Diagnosis with Multiple Faults}}, volume = 2416, year = 2002 } @inproceedings{ABP:03Score, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {Medical Data Analysis, Proc. 4th Intl. Symposium on Medical Data Analysis (ISMDA 2003), LNCS 2868}, interhash = {5cbf05acbafc5076859768f7de9ef8d3}, intrahash = {5af72bbce786c6101690ac0addae1b50}, pages = {23-30}, title = {{Inductive Learning of Simple Diagnostic Scores}}, year = 2003 } @book{Atzmueller:07, author = {Atzmueller, Martin}, interhash = {cbe5f4fa5eea8677465c6046bf267c4e}, intrahash = {2e7517d39c2152d4f27d6bb6ba60d694}, month = {March}, publisher = {IOS Press}, series = {Dissertations in Artificial Intelligence-Infix (Diski)}, title = {{Knowledge-Intensive Subgroup Mining -- Techniques for Automatic and Interactive Discovery}}, volume = 307, year = 2007 } @article{ABP:05Score, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, interhash = {b00411fb6f0dd77c3ec3c11d46eb73e3}, intrahash = {0b6a82c2ed7a48da6566e32a6eed8d30}, journal = {Artificial Intelligence in Medicine. Special Issue on Intelligent Data Analysis in Medicine}, number = 1, pages = {19--30}, title = {{Semi-Automatic Learning of Simple Diagnostic Scores Utilizing Complexity Measures}}, volume = 37, year = 2006 } @inproceedings{ABP:04, address = {Potsdam, Germany}, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proc. 15th Intl. Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004)}, interhash = {24f3dc2569736288fa8b0306e3027781}, intrahash = {d09f6f4325e6e7edbd07d24596916a40}, pages = {203--213}, title = {{Quality Measures for Semi-Automatic Learning of Simple Diagnostic Rule Bases}}, year = 2004 } @inproceedings{APB:04, author = {Atzmueller, Martin and Puppe, Frank and and Hans-Peter Buscher}, booktitle = {Proc. LWA 2004 Workshop, Germany}, interhash = {264a093e8334e6d1914d47c606a87264}, intrahash = {7238e196f4e10da65a5eff7ca245450c}, pages = {117--123}, title = {{Towards Knowledge-Intensive Subgroup Discovery}}, year = 2004 } @inproceedings{PBAHB:05, author = {Puppe, Frank and Buscher, Georg and Atzmueller, Martin and Huettig, Matthias and Buscher, Hans-Peter}, booktitle = {{Professional Knowledge Management}}, interhash = {1832749125ac669565d67fb109e01a4b}, intrahash = {a1107f4eb901bba8e62a8b98f38b906f}, number = 3782, opteditor = {Klaus-Dieter Althoff and Andreas Dengel and Ralph Bergmann and Markus Nick and Thomas Roth-Berghofer}, pages = {319–-329}, series = {LNAI}, title = {{Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult)}}, year = 2005 } @inproceedings{APB:05a, address = {Edinburgh, Scotland}, author = {Atzmueller, Martin and Puppe, Frank and Buscher, Hans-Peter}, booktitle = {Proc. 19th International Joint Conference on Artificial Intelligence (IJCAI-05)}, interhash = {16411ee398a5fd417482325974b4d90d}, intrahash = {8279c387181f14f0df818f4ea234ea10}, pages = {647--652}, title = {{Exploiting Background Knowledge for Knowledge-Intensive Subgroup Discovery}}, year = 2005 } @inproceedings{APB:05b, address = {Aberdeen, Scotland}, author = {Atzmueller, Martin and Puppe, Frank and Buscher, Hans-Peter}, booktitle = {Proc. 10th International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2005)}, interhash = {28d541adcbdd65b028f20a6e0a9cde9d}, intrahash = {a00eca98602c968903b66bb08f2816e3}, pages = {46--51}, title = {{Profiling Examiners using Intelligent Subgroup Mining}}, year = 2005 } @inproceedings{ABHRP:05, author = {Atzmueller, Martin and Baumeister, Joachim and Hemsing, Achim and Richter, Ernst-J\"urgen and Puppe, Frank}, booktitle = {Proc. 10th Conference on Artificial Intelligence in Medicine (AIME 05)}, interhash = {719a62b3f8634acabb84a916be0f7208}, intrahash = {2ae8553c5fc000870fcaaabf3252c675}, pages = {453--462}, series = {LNAI 3581}, title = {{Subgroup Mining for Interactive Knowledge Refinement}}, year = 2005 } @inproceedings{ABP:05, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proc. 13th Leipziger Informatik-Tage 2005 (LIT 2005)}, interhash = {99c23144da3bcc421322ccbad9d8e7eb}, intrahash = {60a2d23f64ff64428d01257551b4156f}, pages = {101-106}, series = {LNI}, title = {{Exemplifying Subgroup Mining Results for Interactive Knowledge Refinement}}, year = 2005 } @article{AP:05, author = {Atzmueller, Martin and Puppe, Frank}, interhash = {aa12c08621a23c4037825fa578e59ab3}, intrahash = {7a92184c761db7babe8a13a84844f007}, journal = {Journal of Universal Computer Science}, number = 11, pages = {1752--1765}, title = {{Semi-Automatic Visual Subgroup Mining using VIKAMINE}}, volume = 11, year = 2005 } @inproceedings{ABP:06, author = {Atzmueller, Martin and Baumeister, Joachim and Puppe, Frank}, booktitle = {Proc. 19th International Florida Artificial Intelligence Research Society Conference 2006 (FLAIRS-2006)}, interhash = {821b6824a223f7d1559ca45fd8d9f3cf}, intrahash = {3d7feea45c418b6f4f5512bdb11755e3}, opteditor = {Geoff Sutcliffe and Randy Goebel}, pages = {402--407}, publisher = {AAAI Press}, title = {{Introspective Subgroup Analysis for Interactive Knowledge Refinement}}, year = 2006 } @inproceedings{AP:06, author = {Atzmueller, Martin and Puppe, Frank}, booktitle = {Proc. 10th European Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD 2006)}, interhash = {7ec9ca827a90b2141c5a1564b9b34110}, intrahash = {a3f18daf7efb4f49def81e9ded2250b6}, pages = {6-17}, title = {{SD-Map - A Fast Algorithm for Exhaustive Subgroup Discovery.}}, year = 2006 } @inbook{AP:09, alteditor = {Editor}, author = {Atzmueller, Martin and Puppe, Frank}, chapter = {A Knowledge-Intensive Approach for Semi-Automatic Causal Subgroup Discovery}, interhash = {391b30ab67ec00ed1e5e38183023144d}, intrahash = {af8aced4f2502cd985f17c06b4aaf673}, title = {Knowledge Discovery Enhanced with Semantic and Social Information: A Knowledge-Intensive Approach for Semi-Automatic Causal Subgroup Discovery }, year = 2009 } @inproceedings{LA:09, author = {Lemmerich, Florian and Atzmueller, Martin}, booktitle = {Proc. LeGo-09: From Local Patterns to Global Models, Workshop at the 2009 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases}, editor = {Knobbe, Johannes F\"urnkranz Arno}, interhash = {b3b0f2ecf02d4b58d787b29fdfdbe8e0}, intrahash = {0c6a9543bb5381a57baf8837db7b4249}, note = {accepted}, title = {{Incorporating Exceptions: Efficient Mining of epsilon-Relevant Subgroup Patterns}}, year = 2009 } @inproceedings{ALKH:09, author = {Atzmueller, Martin and Lemmerich, Florian and Krause, Beate and Hotho, Andreas}, booktitle = {Proc. LeGo-09: From Local Patterns to Global Models, Workshop at the 2009 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases}, editor = {Knobbe, Johannes F\"urnkranz Arno}, interhash = {d27cd7eee4ab571ad3753a3d370141ce}, intrahash = {bb80bdcc06c8886968c453fd920dfe05}, note = {accepted}, title = {{Towards Understanding Spammers - Discovering Local Patterns for Concept Characterization and Description}}, year = 2009 } @inproceedings{ABP:09, author = {Atzmueller, Martin and Beer, Stephanie and Puppe, Frank}, booktitle = {Proc. 22nd International Florida Artificial Intelligence Research Society Conference (FLAIRS), accepted}, interhash = {ab3138620625200cb818970bc1615925}, intrahash = {5b8c0b2e4bd3d4380591a603b9dccc73}, pages = {372-377}, publisher = {AAAI Press}, title = {{A Data Warehouse-Based Approach for Quality Management, Evaluation and Analysis of Intelligent Systems using Subgroup Mining}}, year = 2009 } @article{WA:10, author = {Weiss, Christian and Atzmueller, Martin}, interhash = {b14b157e6210792724d46c06af7aec5a}, intrahash = {4edcf7521be16ba8fb819d2e13f8e4d6}, journal = {Quality and Reliability Engineering}, title = {EWMA Control Charts for Monitoring Binary Processes with Applications to Medical Diagnosis Data}, year = 2010 } @inproceedings{LA:10, author = {Lemmerich, Florian and Atzmueller, Martin}, booktitle = {Proc. 23rd FLAIRS Conference}, interhash = {60aec4cb1288ac3b10cac5941a24bd90}, intrahash = {15793feea44048a02344592d85f797a2}, title = {Fast Discovery of Relevant Subgroup Patterns}, year = 2010 }