@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 } @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 } @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 } @inproceedings{ADHMS:11, address = {to appear}, author = {Atzmueller, Martin and Doerfel, Stephan and Hotho, Andreas and Mitzlaff, Folke and Stumme, Gerd}, booktitle = {Proc. Workshop on Mining Ubiquitous and Social Environments (MUSE 2011) at ECML/PKDD 2011}, interhash = {49e97def917e352ca21ab2e3eb7bd88a}, intrahash = {1fe037ea2712b205c564243d67840059}, title = {{Face-to-Face Contacts during a Conference: Communities, Roles, and Key Players}}, 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 }