PUMA publications for /author/Lotfi%20Lakhal/l3s%20formal%202005%20condensed%20myownhttps://puma.uni-kassel.de/author/Lotfi%20Lakhal/l3s%20formal%202005%20condensed%20myownPUMA RSS feed for /author/Lotfi%20Lakhal/l3s%20formal%202005%20condensed%20myown2024-03-28T22:34:26+01:00Generating a Condensed Representation for Association Ruleshttps://puma.uni-kassel.de/bibtex/240f59a7fa7ce5015f9ee81709db89de0/itegiteg2011-11-22T10:26:32+01:00concept discovery 2005 association OntologyHandbook l3s analysis kdd itemset myown rule data knowledge closed formal rules itegpub condensed fca sets representations mining <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>)Tue Nov 22 10:26:32 CET 2011Journal Intelligent Information Systems (JIIS)129-60Generating a Condensed Representation for Association Rules242005concept discovery 2005 association OntologyHandbook l3s analysis kdd itemset myown rule data knowledge closed formal rules itegpub condensed fca sets representations mining Efficient Mining of Association Rules Based on Formal Concept Analysishttps://puma.uni-kassel.de/bibtex/22b350f817428e4c6c7259cd279815091/itegiteg2011-11-22T10:26:32+01:00concept book discovery 2005 association l3s analysis kdd myown data knowledge closed formal rules itegpub condensed itemsets fca representations mining <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>)Tue Nov 22 10:26:32 CET 2011HeidelbergFormal Concept Analysis: Foundations and Applications180-195LNAIEfficient Mining of Association Rules Based on Formal Concept Analysis36262005concept book discovery 2005 association l3s analysis kdd myown data knowledge closed formal rules itegpub condensed itemsets fca representations mining 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.Generating a Condensed Representation for Association Ruleshttps://puma.uni-kassel.de/bibtex/240f59a7fa7ce5015f9ee81709db89de0/stummestumme2010-04-07T13:54:41+02:00concept discovery 2005 association OntologyHandbook l3s analysis kdd itemset myown rule data knowledge closed formal rules itegpub condensed fca sets representations mining <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 Rules242005concept discovery 2005 association OntologyHandbook l3s analysis kdd itemset myown rule data knowledge closed formal rules itegpub condensed fca sets representations mining Publications of Gerd StummeEfficient Mining of Association Rules Based on Formal Concept Analysishttps://puma.uni-kassel.de/bibtex/22b350f817428e4c6c7259cd279815091/stummestumme2010-04-07T13:54:41+02:00concept book discovery 2005 association l3s analysis kdd myown data knowledge closed formal rules itegpub condensed itemsets fca representations mining <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 Analysis36262005concept book discovery 2005 association l3s analysis kdd myown data knowledge closed formal rules itegpub condensed itemsets fca representations mining 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