VIKAMINE - A Rich-Client Environment for Intelligent Pattern Mining and Subgroup Discovery.
In:
Proceedings of the LWA 2011 - Learning, Knowledge, Adaptation.
2011.
Martin Atzmueller und Florian Lemmerich.
[BibTeX]
Validation of Mixed-Structured Data Using Pattern Mining and Information Extraction.
In:
Proc. 55th IWK, International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS).
University of Ilmenau, 2010.
Martin Atzmueller und Stephanie Beer.
[BibTeX]
Towards Mining Descriptive Community Patterns.
In:
Workshop on Mining Patterns and Subgroups.
Lorentz Center, Leiden, The Netherlands. Awarded with the Best Discovery Award, 2010.
Martin Atzmueller und Folke Mitzlaff.
[BibTeX]
Towards Explanation-Aware Social Software: Applying the Mining and Analysis Continuum of Explaining.
In:
Proc. Workshop on Explanation-aware Computing ExaCt 2010 @ ECAI 2010.
2010.
Martin Atzmueller und Thomas Roth-Berghofer.
[BibTeX]
The Mining and Analysis Continuum of Explaining Uncovered.
In:
Proc. 30th SGAI International Conference on Artificial Intelligence (AI-2010).
2010.
Martin Atzmueller und Thomas Roth-Berghofer.
[BibTeX]
Ready for the MACE? The Mining and Analysis Continuum of Explaining Uncovered.
Deutsches Forschungszentrum für Künstliche Intelligenz, 2010. Nummer RR-10-02.
Martin Atzmueller und Thomas Roth-Berghofer.
[BibTeX]
Proceedings of the LWA 2010 - Lernen, Wissen, Adaptivität.
2010.
[BibTeX]
Proceedings of the 2010 Workshop on Mining Ubiquitous and Social Environments (MUSE 2010).
2010.
[BibTeX]
Modeling Location-Based Profiles of Social Image Media using Explorative Pattern Mining.
In:
Proc. IEEE SocialCom 2011, Workshop on Modeling Social Media (MSM 2011).
IEEE Computer Society, 2011.
Florian Lemmerich und Martin Atzmueller.
[BibTeX]
Generating a Condensed Representation for Association Rules.
Journal Intelligent Information Systems (JIIS), 24(1):29-60, 2005.
Nicolas Pasquier, Rafik Taouil, Yves Bastide, Gerd Stumme und Lotfi Lakhal.
[doi]
[BibTeX]
Face-to-Face Contacts during a Conference: Communities, Roles, and Key Players.
In:
Proc. Workshop on Mining Ubiquitous and Social Environments (MUSE 2011) at ECML/PKDD 2011.
to appear, 2011.
Martin Atzmueller, Stephan Doerfel, Andreas Hotho, Folke Mitzlaff und Gerd Stumme.
[BibTeX]
Efficient Mining of Association Rules Based on Formal Concept Analysis.
2005.
Lotfi Lakhal und Gerd Stumme.
[doi]
[Kurzfassung]
[BibTeX]
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, 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.
Efficient Descriptive Community Mining.
In:
Proc. 24th Intl. FLAIRS Conference.
AAAI Press, 2011.
Martin Atzmueller und Folke Mitzlaff.
[BibTeX]
Data Mining.
In:
P. M. McCarthy und C. Boonthum (Herausgeber):
Applied Natural Language Processing and Content Analysis: Advances in Identification, Investigation and Resolution..
IGI Global, 2011.
Martin Atzmueller.
[BibTeX]
Analysis of Communities in Social Media.
In:
Proc. 20th Intl. Conference on Information and Knowledge Management (CIKM 2011).
ACM Press, Glasgow, Scotland, UK, 2011.
Martin Atzmueller.
[BibTeX]