@article{pasquier2005generating, author = {Pasquier, Nicolas and Taouil, Rafik and Bastide, Yves and Stumme, Gerd and Lakhal, Lotfi}, comment = {alpha}, interhash = {cb0ee99fae39f2a5e0af5be9d97978f5}, intrahash = {40f59a7fa7ce5015f9ee81709db89de0}, journal = {Journal Intelligent Information Systems (JIIS)}, number = 1, pages = {29-60}, publisher = {Kluwer Academic Publishers}, title = {Generating a Condensed Representation for Association Rules}, url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2005/pasquier2005generating.pdf}, volume = 24, year = 2005 } @inbook{lakhal2005efficient, abstract = {Association rules are a popular knowledge discovery technique for warehouse basket analysis. They indicate which items of the warehouse are frequently bought together. The problem of association rule mining has first been stated in 1993. Five years later, several research groups discovered that this problem has a strong connection to Formal Concept Analysis (FCA). In this survey, we will first introduce some basic ideas of this connection along a specific algorithm, \titanic, and show how FCA helps in reducing the number of resulting rules without loss of information, before giving a general overview over the history and state of the art of applying FCA for association rule mining.}, address = {Heidelberg}, author = {Lakhal, Lotfi and Stumme, Gerd}, booktitle = {Formal Concept Analysis: Foundations and Applications}, editor = {Ganter, Bernhard and Stumme, Gerd and Wille, Rudolf}, ee = {http://dx.doi.org/10.1007/11528784_10}, interhash = {f5777a0f9dccfcf4f9968119d77297fc}, intrahash = {2b350f817428e4c6c7259cd279815091}, pages = {180-195}, publisher = {Springer}, series = {LNAI}, title = {Efficient Mining of Association Rules Based on Formal Concept Analysis}, url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2005/lakhal2005efficient.pdf}, volume = 3626, year = 2005 } @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 } @inproceedings{KLA:10, author = {Kaempgen, Benedikt and Lemmerich, Florian and Atzmueller, Martin}, booktitle = {Proc. 55th IWK, International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS)}, interhash = {3bddbc334c820858b48ae85c13453aea}, intrahash = {f5965d05c7d74d2db0ee3da004d9f2ea}, title = {Decision-Maker-Aware Design of Descriptive Data Mining}, year = 2010 } @inproceedings{AR:10a, author = {Atzmueller, Martin and Roth-Berghofer, Thomas}, booktitle = {Proc. 30th SGAI International Conference on Artificial Intelligence (AI-2010)}, interhash = {cd60e1435e394de7edde93e76c04795f}, intrahash = {18d53f93993aff7d941de9df7089bd4b}, title = {The Mining and Analysis Continuum of Explaining Uncovered}, year = 2010 } @inproceedings{AR:10b, author = {Atzmueller, Martin and Roth-Berghofer, Thomas}, booktitle = {Proc. Workshop on Explanation-aware Computing ExaCt 2010 @ ECAI 2010}, interhash = {7dab16aeb2f5567ca898435afde31a4f}, intrahash = {d958a4e9a180a47b82c279a727ac53a5}, title = {Towards Explanation-Aware Social Software: Applying the Mining and Analysis Continuum of Explaining}, year = 2010 } @techreport{AR:10c, author = {Atzmueller, Martin and Roth-Berghofer, Thomas}, institution = {Deutsches Forschungszentrum f\"ur K\"unstliche Intelligenz}, interhash = {d3123967ce044a28cbd287098022b609}, intrahash = {8d48df8503de54b5ce138a85a1db60bd}, number = {RR-10-02}, title = {Ready for the MACE? The Mining and Analysis Continuum of Explaining Uncovered}, year = 2010 } @book{ABHS:10, editor = {Atzmueller, Martin and Benz, Dominik and Hotho, Andreas and Stumme, Gerd}, interhash = {9815398a19b44982b6e1b406d1eea00c}, intrahash = {060c675871a5e2173af200bd12f6f3ff}, publisher = {Department of Electrical Engineering/Computer Science, Kassel University}, series = {Technical report (KIS), 2010-10}, title = {{Proceedings of the LWA 2010 - Lernen, Wissen, Adaptivit\"at}}, year = 2010 } @article{berendt2010bridging, author = {Berendt, Bettina and Hotho, Andreas and Stumme, Gerd}, doi = {DOI: 10.1016/j.websem.2010.04.008}, interhash = {4969eb2b7bf1fabe60c5f23ab6383d77}, intrahash = {f8d7bc2af5753906dc3897196daac18c}, issn = {1570-8268}, journal = {Web Semantics: Science, Services and Agents on the World Wide Web}, note = {Bridging the Gap--Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0; The Future of Knowledge Dissemination: The Elsevier Grand Challenge for the Life Sciences}, number = {2-3}, pages = {95 - 96}, title = {Bridging the Gap--Data Mining and Social Network Analysis for Integrating Semantic Web and Web 2.0}, url = {http://www.sciencedirect.com/science/article/B758F-4YXK4HW-1/2/4cb514565477c54160b5e6eb716c32d7}, volume = 8, year = 2010 } @incollection{Atzmueller:11, author = {Atzmueller, Martin}, booktitle = {Applied Natural Language Processing and Content Analysis: Advances in Identification, Investigation and Resolution.}, editor = {McCarthy, Philip M. and Boonthum, Chutima}, interhash = {b7d700872f84e545b714b9cc59b0c188}, intrahash = {c930dbfed60e5a6d20e8785181f42feb}, publisher = {IGI Global}, title = {Data Mining}, year = 2011 } @book{AH:10, address = {Barcelona, Spain}, editor = {Atzmueller, Martin and Hotho, Andreas}, interhash = {7260d64afa0eadf785be450646aec5c4}, intrahash = {684691da3230424a4b6aef804cd27579}, publisher = {ECML/PKDD 2010}, title = {{Proceedings of the 2010 Workshop on Mining Ubiquitous and Social Environments (MUSE 2010)}}, year = 2010 } @book{AKBFR:10, editor = {Atzmueller, Martin and Knauf, Rainer and Bode, Stephan and Farooq, Qurat-Ul-Ann and Riebisch, Matthias}, interhash = {0149fc5ac19abfbaf9c1af490acf04fc}, intrahash = {864ca9616f4b078125961d4289755ef3}, publisher = {RWTH Aachen University}, series = {CEUR-WS}, title = {The IWK2010 Workshops: DERIS2010 and EMDT2010. Proceedings of the IWK2010 Workshops: International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS2010) and the First International Workshop on Evolution Support for Model-Based Development and Testing (EMDT2010)}, volume = 646, year = 2010 } @inproceedings{atzmueller2010towards, author = {Atzmueller, Martin and Mitzlaff, Folke}, booktitle = {Workshop on Mining Patterns and Subgroups}, interhash = {3669737df3d351bf27636b9dc07c13ee}, intrahash = {2f61938116e8b239fbff58520ecc284c}, publisher = {Lorentz Center, Leiden, The Netherlands. Awarded with the Best Discovery Award}, title = {{Towards Mining Descriptive Community Patterns}}, year = 2010 } @incollection{ABP:11, author = {Atzmueller, Martin and Beer, Stephanie and Puppe, Frank}, booktitle = {Collaboration and the Semantic Web: Social Networks, Knowledge Networks and Knowledge Resources.}, editor = {Brüggemann, Stefan and d’Amato, Claudia}, interhash = {83cf9bd4264c938fa454c381a69e9880}, intrahash = {63df2eaae8a6df990b0a56379531a242}, publisher = {IGI Global}, title = {{Data Mining, Validation and Collaborative Knowledge Capture}}, year = 2011 } @inproceedings{DBLP:conf/pkdd/ADHSS11, author = {Scholz, Christoph and Doerfel, Stephan and Atzmueller, Martin and Hotho, Andreas and Stumme, Gerd}, interhash = {d81c55cdcdf8ee331595bbb4d6fd51d6}, intrahash = {c1614b434eb13f0f42884ccffae8141d}, title = {Resource-Aware On-Line RFID Localization Using Proximity Data}, year = 2011 } @inproceedings{atzmueller2011vikamine, author = {Atzmueller, Martin and Lemmerich, Florian}, booktitle = {Proceedings of the LWA 2011 - Learning, Knowledge, Adaptation}, interhash = {79b076947a2b7c00e234adf840a7636c}, intrahash = {56521f54efa8a332927a512bafcd8042}, title = {VIKAMINE - A Rich-Client Environment for Intelligent Pattern Mining and Subgroup Discovery}, year = 2011 } @article{bjrnelmarmacek2011profile, author = {{Björn-Elmar Macek, Martin Atzmueller, Gerd Stumme}}, interhash = {1af59b6893ebc053e42bca152000c0a1}, intrahash = {cb083b63f96664bcdba719391664c601}, title = {Profile Mining in CVS-Logs and Face-to-Face Contacts for Recommending Software Developers}, year = 2011 } @inproceedings{LA:11MSM, author = {Lemmerich, Florian and Atzmueller, Martin}, booktitle = {Proc. IEEE SocialCom 2011, Workshop on Modeling Social Media (MSM 2011)}, interhash = {c2b76c00f7f484d6f46b361a9f0336cf}, intrahash = {222ccbe9b3a900091c4148e2a93fff81}, publisher = {IEEE Computer Society}, title = {Modeling Location-Based Profiles of Social Image Media using Explorative Pattern Mining}, year = 2011 } @inproceedings{Atzmueller:11b, address = {Glasgow, Scotland, UK}, author = {Atzmueller, Martin}, booktitle = {Proc. 20th Intl. Conference on Information and Knowledge Management (CIKM 2011)}, interhash = {bb01236a8a7dd36a09c79a2fa81c7b96}, intrahash = {00063fadb503f4efbdfabf7f4c2f269f}, publisher = {ACM Press}, title = {Analysis of Communities in Social Media}, year = 2011 }