@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 }