@inproceedings{atzmueller2011vikamine, author = {Atzmueller, Martin and Lemmerich, Florian}, title = {VIKAMINE - A Rich-Client Environment for Intelligent Pattern Mining and Subgroup Discovery}, booktitle = {Proceedings of the LWA 2011 - Learning, Knowledge, Adaptation}, year = {2011}, keywords = {2011, client, data, discovery, environment, intelligent, itegpub, mining, myown, pattern, rich, subgroup, vikamine} }

%0 = inproceedings %A = Atzmueller, Martin and Lemmerich, Florian %B = Proceedings of the LWA 2011 - Learning, Knowledge, Adaptation %D = 2011 %T = VIKAMINE - A Rich-Client Environment for Intelligent Pattern Mining and Subgroup Discovery

@inproceedings{AB:10, author = {Atzmueller, Martin and Beer, Stephanie}, title = {Validation of Mixed-Structured Data Using Pattern Mining and Information Extraction}, booktitle = {Proc. 55th IWK, International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS)}, publisher = {University of Ilmenau}, year = {2010}, keywords = {2010, discovery, extraction, information, itegpub, mining, myown, subgroup, textmarker, vikamine} }

%0 = inproceedings %A = Atzmueller, Martin and Beer, Stephanie %B = Proc. 55th IWK, International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS) %D = 2010 %I = University of Ilmenau %T = Validation of Mixed-Structured Data Using Pattern Mining and Information Extraction

@inproceedings{atzmueller2010towards, author = {Atzmueller, Martin and Mitzlaff, Folke}, title = {Towards Mining Descriptive Community Patterns}, booktitle = {Workshop on Mining Patterns and Subgroups}, publisher = {Lorentz Center, Leiden, The Netherlands. Awarded with the Best Discovery Award}, year = {2010}, keywords = {2010, COMMUNE, community, data, discovery, itegpub, mining, myown, sna, social} }

%0 = inproceedings %A = Atzmueller, Martin and Mitzlaff, Folke %B = Workshop on Mining Patterns and Subgroups %D = 2010 %I = Lorentz Center, Leiden, The Netherlands. Awarded with the Best Discovery Award %T = Towards Mining Descriptive Community Patterns

@inproceedings{AR:10b, author = {Atzmueller, Martin and Roth-Berghofer, Thomas}, title = {Towards Explanation-Aware Social Software: Applying the Mining and Analysis Continuum of Explaining}, booktitle = {Proc. Workshop on Explanation-aware Computing ExaCt 2010 @ ECAI 2010}, year = {2010}, keywords = {2010, data, discovery, explanation-aware, itegpub, knowledge, mining, myown, social, software} }

%0 = inproceedings %A = Atzmueller, Martin and Roth-Berghofer, Thomas %B = Proc. Workshop on Explanation-aware Computing ExaCt 2010 @ ECAI 2010 %D = 2010 %T = Towards Explanation-Aware Social Software: Applying the Mining and Analysis Continuum of Explaining

@inproceedings{AR:10a, author = {Atzmueller, Martin and Roth-Berghofer, Thomas}, title = {The Mining and Analysis Continuum of Explaining Uncovered}, booktitle = {Proc. 30th SGAI International Conference on Artificial Intelligence (AI-2010)}, year = {2010}, keywords = {2010, data, discovery, explanation-aware, itegpub, knowledge, mining, myown} }

%0 = inproceedings %A = Atzmueller, Martin and Roth-Berghofer, Thomas %B = Proc. 30th SGAI International Conference on Artificial Intelligence (AI-2010) %D = 2010 %T = The Mining and Analysis Continuum of Explaining Uncovered

@techreport{AR:10c, author = {Atzmueller, Martin and Roth-Berghofer, Thomas}, title = {Ready for the MACE? The Mining and Analysis Continuum of Explaining Uncovered}, year = {2010}, number = {RR-10-02}, keywords = {2010, data, design, discovery, explanation-aware, itegpub, knowledge, mining, myown} }

%0 = techreport %A = Atzmueller, Martin and Roth-Berghofer, Thomas %D = 2010 %T = Ready for the MACE? The Mining and Analysis Continuum of Explaining Uncovered

@book{ABHS:10,, title = {Proceedings of the LWA 2010 - Lernen, Wissen, Adaptivität}, editor = {Atzmueller, Martin and Benz, Dominik and Hotho, Andreas and Stumme, Gerd}, series = {Technical report (KIS), 2010-10}, publisher = {Department of Electrical Engineering/Computer Science, Kassel University}, year = {2010}, keywords = {2010, data, discovery, itegpub, knowledge, l3s, lwa, mining, myown} }

%0 = book %D = 2010 %I = Department of Electrical Engineering/Computer Science, Kassel University %T = Proceedings of the LWA 2010 - Lernen, Wissen, Adaptivität

@book{AH:10,, title = {Proceedings of the 2010 Workshop on Mining Ubiquitous and Social Environments (MUSE 2010)}, editor = {Atzmueller, Martin and Hotho, Andreas}, publisher = {ECML/PKDD 2010}, address = {Barcelona, Spain}, year = {2010}, keywords = {2010, data, discovery, itegpub, knowledge, mining, muse, myown, social, ubiquitous, workshop} }

%0 = book %C = Barcelona, Spain %D = 2010 %I = ECML/PKDD 2010 %T = Proceedings of the 2010 Workshop on Mining Ubiquitous and Social Environments (MUSE 2010)

@inproceedings{LA:11MSM, author = {Lemmerich, Florian and Atzmueller, Martin}, title = {Modeling Location-Based Profiles of Social Image Media using Explorative Pattern Mining}, booktitle = {Proc. IEEE SocialCom 2011, Workshop on Modeling Social Media (MSM 2011)}, publisher = {IEEE Computer Society}, year = {2011}, keywords = {2011, data, discovery, itegpub, knowledge, mining, myown, pattern, social} }

%0 = inproceedings %A = Lemmerich, Florian and Atzmueller, Martin %B = Proc. IEEE SocialCom 2011, Workshop on Modeling Social Media (MSM 2011) %D = 2011 %I = IEEE Computer Society %T = Modeling Location-Based Profiles of Social Image Media using Explorative Pattern Mining

@article{pasquier2005generating, author = {Pasquier, Nicolas and Taouil, Rafik and Bastide, Yves and Stumme, Gerd and Lakhal, Lotfi}, title = {Generating a Condensed Representation for Association Rules}, journal = {Journal Intelligent Information Systems (JIIS)}, publisher = {Kluwer Academic Publishers}, year = {2005}, volume = {24}, number = {1}, pages = {29-60}, url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2005/pasquier2005generating.pdf}, keywords = {2005, OntologyHandbook, analysis, association, closed, concept, condensed, data, discovery, fca, formal, itegpub, itemset, kdd, knowledge, l3s, mining, myown, representations, rule, rules, sets} }

%0 = article %A = Pasquier, Nicolas and Taouil, Rafik and Bastide, Yves and Stumme, Gerd and Lakhal, Lotfi %D = 2005 %I = Kluwer Academic Publishers %T = Generating a Condensed Representation for Association Rules %U = http://www.kde.cs.uni-kassel.de/stumme/papers/2005/pasquier2005generating.pdf

@inproceedings{ADHMS:11, author = {Atzmueller, Martin and Doerfel, Stephan and Hotho, Andreas and Mitzlaff, Folke and Stumme, Gerd}, title = {Face-to-Face Contacts during a Conference: Communities, Roles, and Key Players}, booktitle = {Proc. Workshop on Mining Ubiquitous and Social Environments (MUSE 2011) at ECML/PKDD 2011}, address = {to appear}, year = {2011}, keywords = {2011, analysis, community, discovery, itegpub, knowledge, mining, myown} }

%0 = inproceedings %A = Atzmueller, Martin and Doerfel, Stephan and Hotho, Andreas and Mitzlaff, Folke and Stumme, Gerd %B = Proc. Workshop on Mining Ubiquitous and Social Environments (MUSE 2011) at ECML/PKDD 2011 %C = to appear %D = 2011 %T = Face-to-Face Contacts during a Conference: Communities, Roles, and Key Players

Association rules are a popular knowledge discovery technique for
rehouse basket analysis. They indicate which items of the
rehouse are frequently bought together. The problem of association
le mining has first been stated in 1993. Five years later, several
search groups discovered that this problem has a strong connection
Formal Concept Analysis (FCA). In this survey, we will first
troduce some basic ideas of this connection along a specific
gorithm, and show how FCA helps in reducing the number
resulting rules without loss of information, before giving a
neral overview over the history and state of the art of applying
A for association rule mining.

@inbook{lakhal2005efficient, author = {Lakhal, Lotfi and Stumme, Gerd}, title = {Efficient Mining of Association Rules Based on Formal Concept Analysis}, editor = {Ganter, Bernhard and Stumme, Gerd and Wille, Rudolf}, booktitle = {Formal Concept Analysis: Foundations and Applications}, series = {LNAI}, publisher = {Springer}, address = {Heidelberg}, year = {2005}, volume = {3626}, pages = {180-195}, url = {http://www.kde.cs.uni-kassel.de/stumme/papers/2005/lakhal2005efficient.pdf}, keywords = {2005, analysis, association, book, closed, concept, condensed, data, discovery, fca, formal, itegpub, itemsets, kdd, knowledge, l3s, mining, myown, representations, rules}, abstract = {Association rules are a popular knowledge discovery technique for
rehouse basket analysis. They indicate which items of the
rehouse are frequently bought together. The problem of association
le mining has first been stated in 1993. Five years later, several
search groups discovered that this problem has a strong connection
Formal Concept Analysis (FCA). In this survey, we will first
troduce some basic ideas of this connection along a specific
gorithm, and show how FCA helps in reducing the number
resulting rules without loss of information, before giving a
neral overview over the history and state of the art of applying
A for association rule mining.} }

%0 = inbook %A = Lakhal, Lotfi and Stumme, Gerd %B = Formal Concept Analysis: Foundations and Applications %C = Heidelberg %D = 2005 %I = Springer %T = Efficient Mining of Association Rules Based on Formal Concept Analysis %U = http://www.kde.cs.uni-kassel.de/stumme/papers/2005/lakhal2005efficient.pdf

@inproceedings{atzmueller2011efficient, author = {Atzmueller, Martin and Mitzlaff, Folke}, title = {Efficient Descriptive Community Mining}, booktitle = {Proc. 24th Intl. FLAIRS Conference}, publisher = {AAAI Press}, year = {2011}, keywords = {2011, COMMUNE, community, discovery, itegpub, myown, social, venus} }

%0 = inproceedings %A = Atzmueller, Martin and Mitzlaff, Folke %B = Proc. 24th Intl. FLAIRS Conference %D = 2011 %I = AAAI Press %T = Efficient Descriptive Community Mining

@incollection{Atzmueller:11, author = {Atzmueller, Martin}, title = {Data Mining}, editor = {McCarthy, Philip M. and Boonthum, Chutima}, booktitle = {Applied Natural Language Processing and Content Analysis: Advances in Identification, Investigation and Resolution.}, publisher = {IGI Global}, year = {2011}, keywords = {2011, data, discovery, itegpub, knowledge, mining, myown, nlp, text} }

%0 = incollection %A = Atzmueller, Martin %B = Applied Natural Language Processing and Content Analysis: Advances in Identification, Investigation and Resolution. %D = 2011 %I = IGI Global %T = Data Mining

@inproceedings{Atzmueller:11b, author = {Atzmueller, Martin}, title = {Analysis of Communities in Social Media}, booktitle = {Proc. 20th Intl. Conference on Information and Knowledge Management (CIKM 2011)}, publisher = {ACM Press}, address = {Glasgow, Scotland, UK}, year = {2011}, keywords = {2011, collective, communities, community, data, discovery, intelligence, itegpub, knowledge, mining, myown} }

%0 = inproceedings %A = Atzmueller, Martin %B = Proc. 20th Intl. Conference on Information and Knowledge Management (CIKM 2011) %C = Glasgow, Scotland, UK %D = 2011 %I = ACM Press %T = Analysis of Communities in Social Media