Author | Title | Year | Journal/Proceedings | Reftype | DOI/URL |
---|---|---|---|---|---|

Jäschke, R. & Rudolph, S. | Attribute Exploration on the Web | 2013 | Contributions to the 11th International Conference on Formal Concept Analysis, pp. 19-34 | inproceedings | URL |

Abstract: We propose an approach for supporting attribute exploration by web information retrieval, in particular by posing appropriate queries to search engines, crowd sourcing systems, and the linked open data cloud. We discuss underlying general assumptions for this to work and the degree to which these can be taken for granted. |
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BibTeX:
@inproceedings{jaschke2013attribute, author = {Jäschke, Robert and Rudolph, Sebastian}, title = {Attribute Exploration on the Web}, booktitle = {Contributions to the 11th International Conference on Formal Concept Analysis}, year = {2013}, pages = {19--34}, url = {http://nbn-resolving.de/urn:nbn:de:bsz:14-qucosa-113133} } |
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Doerfel, S., Jäschke, R. & Stumme, G. | Publication Analysis of the Formal Concept Analysis Community | 2012 | Vol. 7278ICFCA 2012, pp. 77-95 |
inproceedings | URL |

Abstract: We present an analysis of the publication and citation networks of all previous editions of the three conferences most relevant to the FCA community: ICFCA, ICCS and CLA. Using data mining methods from FCA and graph analysis, we investigate patterns and communities among authors, we identify and visualize influential publications and authors, and we give a statistical summary of the conferences’ history. |
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BibTeX:
@inproceedings{doerfel2012publication, author = {Doerfel, Stephan and Jäschke, Robert and Stumme, Gerd}, title = {Publication Analysis of the Formal Concept Analysis Community}, booktitle = {ICFCA 2012}, publisher = {Springer}, year = {2012}, volume = {7278}, pages = {77--95}, url = {https://www.kde.cs.uni-kassel.de/pub/pdf/doerfel2012publication.pdf} } |
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Poelmans, J., Ignatov, D., Viaene, S., Dedene, G. & Kuznetsov, S. | Text Mining Scientific Papers: A Survey on FCA-Based Information Retrieval Research | 2012 | Vol. 7377Advances in Data Mining. Applications and Theoretical Aspects, pp. 273-287 |
incollection | DOI URL |

Abstract: Formal Concept Analysis (FCA) is an unsupervised clustering technique and many scientific papers are devoted to applying FCA in Information Retrieval (IR) research. We collected 103 papers published between 2003-2009 which mention FCA and information retrieval in the abstract, title or keywords. Using a prototype of our FCA-based toolset CORDIET, we converted the pdf-files containing the papers to plain text, indexed them with Lucene using a thesaurus containing terms related to FCA research and then created the concept lattice shown in this paper. We visualized, analyzed and explored the literature with concept lattices and discovered multiple interesting research streams in IR of which we give an extensive overview. The core contributions of this paper are the innovative application of FCA to the text mining of scientific papers and the survey of the FCA-based IR research. |
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BibTeX:
@incollection{noKey, author = {Poelmans, Jonas and Ignatov, DmitryI. and Viaene, Stijn and Dedene, Guido and Kuznetsov, SergeiO.}, title = {Text Mining Scientific Papers: A Survey on FCA-Based Information Retrieval Research}, booktitle = {Advances in Data Mining. Applications and Theoretical Aspects}, publisher = {Springer Berlin Heidelberg}, year = {2012}, volume = {7377}, pages = {273-287}, url = {http://dx.doi.org/10.1007/978-3-642-31488-9_22}, doi = {http://dx.doi.org/10.1007/978-3-642-31488-9_22} } |
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Hotho, A., Jäschke, R., Schmitz, C. & Stumme, G. | Information Retrieval in Folksonomies: Search and Ranking [BibTeX] |
2006 | Proceedings of the 3rd European Semantic Web Conference, pp. 411-426 | inproceedings | |

BibTeX:
@inproceedings{hotho2006information, author = {Hotho, Andreas and Jäschke, Robert and Schmitz, Christoph and Stumme, Gerd}, title = {Information Retrieval in Folksonomies: Search and Ranking}, booktitle = {Proceedings of the 3rd European Semantic Web Conference}, publisher = {Springer}, year = {2006}, pages = {411-426} } |
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Cimiano, P., Hotho, A., Stumme, G. & Tane, J. | Conceptual Knowledge Processing with Formal Concept Analysis and Ontologies [BibTeX] |
2004 | Vol. 2961Concept Lattices, pp. 189-207 |
incollection | URL |

BibTeX:
@incollection{cimiano2004conceptual, author = {Cimiano, Philipp and Hotho, Andreas and Stumme, Gerd and Tane, Julien}, title = {Conceptual Knowledge Processing with Formal Concept |
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Calders, T. & Goethals, B. | Mining All Non-derivable Frequent Itemsets [BibTeX] |
2002 | PKDD '02: Proceedings of the 6th European Conference on Principles
of Data Mining and Knowledge Discovery, pp. 74-85 |
inproceedings | |

BibTeX:
@inproceedings{calders02mining, author = {Calders, Toon and Goethals, Bart}, title = {Mining All Non-derivable Frequent Itemsets}, booktitle = {PKDD '02: Proceedings of the 6th European Conference on Principles |
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Stumme, G., Taouil, R., Bastide, Y., Pasquier, N. & Lakhal, L. | Computing iceberg concept lattices with TITANIC | 2002 | Data & Knowledge Engineering Vol. 42(2), pp. 189-222 |
article | DOI URL |

Abstract: We introduce the notion of iceberg concept latticesand show their use in knowledge discovery in databases. Iceberg lattices are a conceptual clustering method, which is well suited for analyzing very large databases. They also serve as a condensed representation of frequent itemsets, as starting point for computing bases of association rules, and as a visualization method for association rules. Iceberg concept lattices are based on the theory of Formal Concept Analysis, a mathematical theory with applications in data analysis, information retrieval, and knowledge discovery. We present a new algorithm called TITANIC for computing (iceberg) concept lattices. It is based on data mining techniques with a level-wise approach. In fact, TITANIC can be used for a more general problem: Computing arbitrary closure systems when the closure operator comes along with a so-called weight function. The use of weight functions for computing closure systems has not been discussed in the literature up to now. Applications providing such a weight function include association rule mining, functional dependencies in databases, conceptual clustering, and ontology engineering. The algorithm is experimentally evaluated and compared with Ganter's Next-Closure algorithm. The evaluation shows an important gain in efficiency, especially for weakly correlated data. |
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BibTeX:
@article{stumme2002computing, author = {Stumme, Gerd and Taouil, Rafik and Bastide, Yves and Pasquier, Nicolas and Lakhal, Lotfi}, title = {Computing iceberg concept lattices with TITANIC}, journal = {Data & Knowledge Engineering}, publisher = {Elsevier Science Publishers B. V.}, year = {2002}, volume = {42}, number = {2}, pages = {189--222}, url = {http://portal.acm.org/citation.cfm?id=606457}, doi = {http://dx.doi.org/10.1016/S0169-023X(02)00057-5} } |
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Burdick, D., Calimlim, M. & Gehrke, J. | MAFIA: A maximal frequent itemset algorithm for transactional databases [BibTeX] |
2001 | Proc. of the 17th Int. Conf. on Data Engineering | inproceedings | |

BibTeX:
@inproceedings{burdick01mafia, author = {Burdick, D. and Calimlim, M. and Gehrke, J.}, title = {MAFIA: A maximal frequent itemset algorithm for transactional databases}, booktitle = {Proc. of the 17th Int. Conf. on Data Engineering}, publisher = {IEEE Computer Society}, year = {2001} } |
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Bykowski, A. & Rigotti, C. | A condensed representation to find frequent patterns. [BibTeX] |
2001 | PODS | inproceedings | URL |

BibTeX:
@inproceedings{Bykowski01condensed, author = {Bykowski, Artur and Rigotti, Christophe}, title = {A condensed representation to find frequent patterns.}, booktitle = {PODS}, year = {2001}, url = {http://dblp.uni-trier.de/db/conf/pods/pods2001.html#BykowskiR01} } |
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Bastide, Y. | Data Mining: algorithmes par niveau, techniques d'implementation
et applications [BibTeX] |
2000 | School: Université de Clermont-Ferrand II |
phdthesis | |

BibTeX:
@phdthesis{Bastide00, author = {Bastide, Y.}, title = {Data Mining: algorithmes par niveau, techniques d'implementation |
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Boulicaut, J.-F., Bykowski, A. & Rigotti, C. | Approximation of Frequency Queries by Means of Free-Sets [BibTeX] |
2000 | PKDD '00: Proceedings of the 4th European Conference on Principles
of Data Mining and Knowledge Discovery, pp. 75-85 |
inproceedings | |

BibTeX:
@inproceedings{boulicaut00approximation, author = {Boulicaut, Jean-Francois and Bykowski, Artur and Rigotti, Christophe}, title = {Approximation of Frequency Queries by Means of Free-Sets}, booktitle = {PKDD '00: Proceedings of the 4th European Conference on Principles |
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Burmeister, P. | Formal concept analysis with ConImp : Introduction to the
basic features [BibTeX] |
1998 | techreport | ||

BibTeX:
@techreport{Burmeister98, author = {Burmeister, P.}, title = {Formal concept analysis with ConImp : Introduction to the |
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Fayet, A., Giacometti, A., Laurent, D. & Spyratos, N. | Découverte de r�gles pertinentes dans les bases de donn�es [BibTeX] |
1998 | Actes des 14�mes journ�es Bases de Donn�es Avanc�es (BDA'98), pp. 197-211 | inproceedings | |

BibTeX:
@inproceedings{Fayet98, author = {Fayet, A. and Giacometti, A. and Laurent, D. and Spyratos, N.}, title = {Découverte de r�gles pertinentes dans les bases de donn�es}, booktitle = {Actes des 14�mes journ�es Bases de Donn�es Avanc�es (BDA'98)}, year = {1998}, pages = {197--211} } |
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Brin, S., Motwani, R. & Silverstein, C. | Beyond market baskets: Generalizing association rules to correlation [BibTeX] |
1997 | Proceedings of the 1997 ACM SIGMOD international conference on Management
of Data (SIGMOD'97), pp. 265-276 |
inproceedings | |

BibTeX:
@inproceedings{Brin97b, author = {Brin, S. and Motwani, R. and Silverstein, C.}, title = {Beyond market baskets: Generalizing association rules to correlation}, booktitle = {Proceedings of the 1997 ACM SIGMOD international conference on Management |
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Brin, S., Motwani, R., Ullman, J.D. & Tsur, S. | Dynamic itemset counting and implication rules for market basket
data [BibTeX] |
1997 | Proceedings of the 1997 ACM SIGMOD international conference on Management
of Data (SIGMOD'97), pp. 255-264 |
inproceedings | |

BibTeX:
@inproceedings{Brin97a, author = {Brin, S. and Motwani, R. and Ullman, J. D. and Tsur, S.}, title = {Dynamic itemset counting and implication rules for market basket |
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Fayyad, U.M., Piatetsky-Shapiro, G. & Smyth, P. | From data mining to knowledge discovery : An overview [BibTeX] |
1996 | Advances in Knowledge Discovery and Data Mining, pp. 1-30 | incollection | |

BibTeX:
@incollection{Fayyad96c, author = {Fayyad, U. M. and Piatetsky-Shapiro, G. and Smyth, P.}, title = {From data mining to knowledge discovery : An overview}, booktitle = {Advances in Knowledge Discovery and Data Mining}, publisher = {AAAI Press}, year = {1996}, pages = {1--30} } |
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Fayyad, U.M., Piatetsky-Shapiro, G. & Smyth, P. | Knowledge discovery and data mining : Towards a unifying framework [BibTeX] |
1996 | Proceedings of the 2nd international conference on Knowledge Discovery
and Data mining (KDD'96), pp. 82-88 |
inproceedings | |

BibTeX:
@inproceedings{Fayyad96b, author = {Fayyad, U. M. and Piatetsky-Shapiro, G. and Smyth, P.}, title = {Knowledge discovery and data mining : Towards a unifying framework}, booktitle = {Proceedings of the 2nd international conference on Knowledge Discovery |
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Feldman, R. & Dagan, I. | Knowledge discovery in textual databases [BibTeX] |
1995 | Proceedings of the 1st international conference on Knowledge Discovery
and Data mining (KDD'95), pp. 112-117 |
inproceedings | |

BibTeX:
@inproceedings{Feldman95, author = {Feldman, R. and Dagan, I.}, title = {Knowledge discovery in textual databases}, booktitle = {Proceedings of the 1st international conference on Knowledge Discovery |
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Breiman, L., Friedman, J.H., Olshen, R.A. & Stone, C.J. | Classification and regression trees [BibTeX] |
1984 | book | ||

BibTeX:
@book{Breiman84, author = {Breiman, L. and Friedman, J. H. and Olshen, R. A. and Stone, C. J.}, title = {Classification and regression trees}, publisher = {Wadsworth Publishing Company}, year = {1984} } |
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Brugger, W. | Philosophisches W�rterbuch [BibTeX] |
1976 | book | ||

BibTeX:
@book{brugger76philosophisches, author = {Brugger, W.}, title = {Philosophisches W�rterbuch}, publisher = {Herder}, year = {1976} } |

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