PUMA publications for /user/stumme/FCA%20closed%20association%20datahttps://puma.uni-kassel.de/user/stumme/FCA%20closed%20association%20dataPUMA RSS feed for /user/stumme/FCA%20closed%20association%20data2024-03-28T21:54:14+01:00- Conceptual Knowledge Discovery with Frequent Concept Latticeshttps://puma.uni-kassel.de/bibtex/26d562dc043ba698acee8a83ce35bde6e/stummestumme2010-04-07T13:54:41+02:001999 analysis association closed concept condensed data discovery fca formal frequent iceberg itemsets kdd knowledge lattices mining myown representations rule rules <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><em><span itemprop="educationalUse">FB4-Preprint 2043</span>, </em><em><span itemprop="producer">TU Darmstadt</span>, </em>(<em><span>1999<meta content="1999" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010Conceptual Knowledge Discovery with Frequent Concept Lattices{FB}4-{P}reprint 204319991999 analysis association closed concept condensed data discovery fca formal frequent iceberg itemsets kdd knowledge lattices mining myown representations rule rules Publications of Gerd Stumme
- Levelwise Search of Frequent Patternshttps://puma.uni-kassel.de/bibtex/2a11de6a74851c7076452159d1b12489b/stummestumme2010-04-07T13:54:41+02:002000 algorithm algorithms analysis association closed concept condensed data discovery fca formal frequent itemsets kdd knowledge mining myown representations rules <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Y. Bastide" itemprop="url" href="/author/Y.%20Bastide"><span itemprop="name">Y. Bastide</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Taouil" itemprop="url" href="/author/R.%20Taouil"><span itemprop="name">R. Taouil</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="N. Pasquier" itemprop="url" href="/author/N.%20Pasquier"><span itemprop="name">N. Pasquier</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="L. Lakhal" itemprop="url" href="/author/L.%20Lakhal"><span itemprop="name">L. Lakhal</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Actes des 16ièmes Journées Bases de Données Avancées</span>, </em></span><em>Seite <span itemprop="pagination">307-322</span>. </em><em>France, </em><em><span itemprop="publisher">Blois</span>, </em>(<em><span>Oktober 2000<meta content="Oktober 2000" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010FranceActes des 16ièmes Journées Bases de Données AvancéesOct 24-27307-322Levelwise Search of Frequent Patterns20002000 algorithm algorithms analysis association closed concept condensed data discovery fca formal frequent itemsets kdd knowledge mining myown representations rules Publications of Gerd Stumme
- Generating a Condensed Representation for Association Ruleshttps://puma.uni-kassel.de/bibtex/240f59a7fa7ce5015f9ee81709db89de0/stummestumme2010-04-07T13:54:41+02:002005 OntologyHandbook analysis association closed concept condensed data discovery fca formal itegpub itemset kdd knowledge l3s mining myown representations rule rules sets <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Nicolas Pasquier" itemprop="url" href="/author/Nicolas%20Pasquier"><span itemprop="name">N. Pasquier</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Rafik Taouil" itemprop="url" href="/author/Rafik%20Taouil"><span itemprop="name">R. Taouil</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Yves Bastide" itemprop="url" href="/author/Yves%20Bastide"><span itemprop="name">Y. Bastide</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Lotfi Lakhal" itemprop="url" href="/author/Lotfi%20Lakhal"><span itemprop="name">L. Lakhal</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>Journal Intelligent Information Systems (JIIS)</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">24 </span></span>(<span itemprop="issueNumber">1</span>):
<span itemprop="pagination">29-60</span></em> </span>(<em><span>2005<meta content="2005" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010Journal Intelligent Information Systems (JIIS)129-60Generating a Condensed Representation for Association Rules2420052005 OntologyHandbook analysis association closed concept condensed data discovery fca formal itegpub itemset kdd knowledge l3s mining myown representations rule rules sets Publications of Gerd Stumme
- Efficient Mining of Association Rules Based on Formal Concept Analysishttps://puma.uni-kassel.de/bibtex/22b350f817428e4c6c7259cd279815091/stummestumme2010-04-07T13:54:41+02:002005 analysis association book closed concept condensed data discovery fca formal itegpub itemsets kdd knowledge l3s mining myown representations rules <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Lotfi Lakhal" itemprop="url" href="/author/Lotfi%20Lakhal"><span itemprop="name">L. Lakhal</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Gerd Stumme" itemprop="url" href="/author/Gerd%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><em>Volume 3626 von LNAI, </em><em>Seite <span itemprop="pagination">180-195</span>. </em><em><span itemprop="publisher">Springer</span>, </em><em>Heidelberg, </em><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"></span>(<em><span>2005<meta content="2005" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010HeidelbergFormal Concept Analysis: Foundations and Applications180-195LNAIEfficient Mining of Association Rules Based on Formal Concept Analysis362620052005 analysis association book closed concept condensed data discovery fca formal itegpub itemsets kdd knowledge l3s mining myown representations rules 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.Publications of Gerd Stumme
- Efficient Data Mining Based on Formal Concept Analysishttps://puma.uni-kassel.de/bibtex/20adce6a0db24566bb55d6e2d6667c8e7/stummestumme2010-04-07T13:54:41+02:002002 association closed condensed data discovery fca itemsets kdd knowledge mining myown representations rules <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Database and Expert Systems Applications. Proc. DEXA 2002</span>, </em></span><em>Volume 2453 von LNCS, </em><em>Seite <span itemprop="pagination">534-546</span>. </em><em>Heidelberg, </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>2002<meta content="2002" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010HeidelbergDatabase and Expert Systems Applications. Proc. DEXA 2002534-546LNCSEfficient Data Mining Based on Formal Concept Analysis245320022002 association closed condensed data discovery fca itemsets kdd knowledge mining myown representations rules Publications of Gerd Stumme
- Mining Minimal Non-Redundant Association Rules Using Frequent Closed Itemsetshttps://puma.uni-kassel.de/bibtex/225fa3431e7bdd7057f9b80a7385cd718/stummestumme2010-04-07T13:54:41+02:002000 analys association closed concept condensed data discovery fca formal frequent itemsets kdd knowledge mining myown representation representations rule rules <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Y. Bastide" itemprop="url" href="/author/Y.%20Bastide"><span itemprop="name">Y. Bastide</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="N. Pasquier" itemprop="url" href="/author/N.%20Pasquier"><span itemprop="name">N. Pasquier</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Taouil" itemprop="url" href="/author/R.%20Taouil"><span itemprop="name">R. Taouil</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="L. Lakhal" itemprop="url" href="/author/L.%20Lakhal"><span itemprop="name">L. Lakhal</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Computational Logic --- CL 2000 Proc. CL'00</span>, </em></span><em>Volume 1861 von LNAI, </em><em>Heidelberg, </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>2000<meta content="2000" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010HeidelbergComputational Logic --- CL 2000 Proc. CL'00LNAIMining Minimal Non-Redundant Association Rules Using Frequent Closed Itemsets186120002000 analys association closed concept condensed data discovery fca formal frequent itemsets kdd knowledge mining myown representation representations rule rules Publications of Gerd Stumme
- Mining Frequent Patterns with Counting Inference.https://puma.uni-kassel.de/bibtex/21e79f8ba76044d2c78cea441eeba84aa/stummestumme2010-04-07T13:54:41+02:002000 FCA OntologyHandbook analys association closed concept condensed data discovery fca formal frequent itemsets kdd knowledge mining myown representation representations rule rules <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Y. Bastide" itemprop="url" href="/author/Y.%20Bastide"><span itemprop="name">Y. Bastide</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Taouil" itemprop="url" href="/author/R.%20Taouil"><span itemprop="name">R. Taouil</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="N. Pasquier" itemprop="url" href="/author/N.%20Pasquier"><span itemprop="name">N. Pasquier</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Stumme" itemprop="url" href="/author/G.%20Stumme"><span itemprop="name">G. Stumme</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="L. Lakhal" itemprop="url" href="/author/L.%20Lakhal"><span itemprop="name">L. Lakhal</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>SIGKDD Explorations, Special Issue on Scalable Algorithms</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">2 </span></span>(<span itemprop="issueNumber">2</span>):
<span itemprop="pagination">71-80</span></em> </span>(<em><span>2000<meta content="2000" itemprop="datePublished"/></span></em>)Wed Apr 07 13:54:41 CEST 2010SIGKDD Explorations, Special Issue on Scalable Algorithms271-80Mining Frequent Patterns with Counting Inference.220002000 FCA OntologyHandbook analys association closed concept condensed data discovery fca formal frequent itemsets kdd knowledge mining myown representation representations rule rules Publications of Gerd Stumme