PUMA publications for /user/hotho/kdd%20lecturehttps://puma.uni-kassel.de/user/hotho/kdd%20lecturePUMA RSS feed for /user/hotho/kdd%20lecture2024-03-29T03:01:07+01:00- Exploratory Mining and Pruning Optimizations of Constrained Association Rules.https://puma.uni-kassel.de/bibtex/272825e6a12b3285349fb64c1020383c0/hothohotho2006-05-30T08:02:34+02:002006 lecture rules association constraints kdd mining <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Raymond T. Ng" itemprop="url" href="/author/Raymond%20T.%20Ng"><span itemprop="name">R. Ng</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Laks V. S. Lakshmanan" itemprop="url" href="/author/Laks%20V.%20S.%20Lakshmanan"><span itemprop="name">L. Lakshmanan</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Jiawei Han" itemprop="url" href="/author/Jiawei%20Han"><span itemprop="name">J. Han</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Alex Pang" itemprop="url" href="/author/Alex%20Pang"><span itemprop="name">A. Pang</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">SIGMOD Conference</span>, </em></span><em>Seite <span itemprop="pagination">13-24</span>. </em>(<em><span>1998<meta content="1998" itemprop="datePublished"/></span></em>)dblp
- Fast Algorithms for Mining Association Rules in Large Databaseshttps://puma.uni-kassel.de/bibtex/2cce11d670329a38a90f625b8005dfb8d/hothohotho2006-05-30T07:47:50+02:002006 lecture rule association kdd mining <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Rakesh Agrawal" itemprop="url" href="/author/Rakesh%20Agrawal"><span itemprop="name">R. Agrawal</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Ramakrishnan Srikant" itemprop="url" href="/author/Ramakrishnan%20Srikant"><span itemprop="name">R. Srikant</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">VLDB '94: Proceedings of the 20th International Conference on Very Large Data Bases</span>, </em></span><em>Seite <span itemprop="pagination">487--499</span>. </em><em>San Francisco, CA, USA, </em><em><span itemprop="publisher">Morgan Kaufmann Publishers Inc.</span>, </em>(<em><span>1994<meta content="1994" itemprop="datePublished"/></span></em>)
- An effective hash-based algorithm for mining association ruleshttps://puma.uni-kassel.de/bibtex/2094af08c931c876e20fd0e1e5086583b/hothohotho2006-05-30T07:46:42+02:002006 table lecture rules association kdd mining hash <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="J.S. Park" itemprop="url" href="/author/J.S.%20Park"><span itemprop="name">J. Park</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="M.S. Chen" itemprop="url" href="/author/M.S.%20Chen"><span itemprop="name">M. Chen</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="P.S. Yu" itemprop="url" href="/author/P.S.%20Yu"><span itemprop="name">P. Yu</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>Proceedings of the 1995 ACM SIGMOD international conference on Management of data</em></span></span> </span>(<em><span>1995<meta content="1995" itemprop="datePublished"/></span></em>)
- Information Theory, Inference, and Learning Algorithmshttps://puma.uni-kassel.de/bibtex/29a8c0bf8a22e0e4583032eaab241ea04/hothohotho2006-05-16T09:10:53+02:002006 learning lecture kdd algorithm <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="David J. C. MacKay" itemprop="url" href="/author/David%20J.%20C.%20MacKay"><span itemprop="name">D. MacKay</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"> </span>(<em><span>2003<meta content="2003" itemprop="datePublished"/></span></em>)
- Maximum likelihood from incomplete data via the EM algorithm.https://puma.uni-kassel.de/bibtex/2193b7978b7867de7834055bbfb937cba/hothohotho2006-05-16T08:43:48+02:00clustering 2006 lecture kdd <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Dempster" itemprop="url" href="/author/A.%20Dempster"><span itemprop="name">A. Dempster</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="N. Laird" itemprop="url" href="/author/N.%20Laird"><span itemprop="name">N. Laird</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="D. Rubin" itemprop="url" href="/author/D.%20Rubin"><span itemprop="name">D. Rubin</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>J. Royal Statistical Society, Series B</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">39 </span></span>(<span itemprop="issueNumber">1</span>):
<span itemprop="pagination">1-38</span></em> </span>(<em><span>1977<meta content="1977" itemprop="datePublished"/></span></em>)
- Survey Of Clustering Data Mining Techniqueshttps://puma.uni-kassel.de/bibtex/22fec60df240f69dbf677e34825d20491/hothohotho2006-05-09T09:51:38+02:00clustering 2006 lecture survey kdd <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Pavel Berkhin" itemprop="url" href="/author/Pavel%20Berkhin"><span itemprop="name">P. Berkhin</span></a></span>. </span><em><span itemprop="producer">Accrue Software</span>, </em><em>San Jose, CA, </em>(<em><span>2002<meta content="2002" itemprop="datePublished"/></span></em>)Survey Of Clustering Data Mining Techniques - Berkhin (ResearchIndex)
- Good Word Attacks on Statistical Spam Filtershttps://puma.uni-kassel.de/bibtex/2947e546ff2a77a7f099da4955fa73df2/hothohotho2006-04-17T20:48:53+02:002006 lecture spam email kdd application <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Daniel Lowd" itemprop="url" href="/author/Daniel%20Lowd"><span itemprop="name">D. Lowd</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Christopher Meek" itemprop="url" href="/author/Christopher%20Meek"><span itemprop="name">C. Meek</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"> </span>(<em><span>2005<meta content="2005" itemprop="datePublished"/></span></em>)
- Personal Email Networks: An Effective Anti-Spam Toolhttps://puma.uni-kassel.de/bibtex/2770fc07ad9949bbafa5c3b08f196907b/hothohotho2006-04-17T20:41:55+02:002006 lecture spam email kdd application <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="P.O. Boykin" itemprop="url" href="/author/P.O.%20Boykin"><span itemprop="name">P. Boykin</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="V. Roychowdhury" itemprop="url" href="/author/V.%20Roychowdhury"><span itemprop="name">V. Roychowdhury</span></a></span>. </span><em><span itemprop="producer">University of California, Los Angeles</span>, </em>(<em><span>Februar 2004<meta content="Februar 2004" itemprop="datePublished"/></span></em>)
- Advances in Knowledge Discovery and Data Mining.https://puma.uni-kassel.de/bibtex/23553c3acc971c03813352c40afe7476a/hothohotho2006-04-17T20:02:28+02:002006 data definition discovery dm kdd knowledge lecture mining <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Usama M. Fayyad" itemprop="url" href="/author/Usama%20M.%20Fayyad"><span itemprop="name">U. Fayyad</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Gregory Piatetsky-Shapiro" itemprop="url" href="/author/Gregory%20Piatetsky-Shapiro"><span itemprop="name">G. Piatetsky-Shapiro</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Padhraic Smyth" itemprop="url" href="/author/Padhraic%20Smyth"><span itemprop="name">P. Smyth</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="editor"><a title="Ramasamy Uthurusamy" itemprop="url" href="/author/Ramasamy%20Uthurusamy"><span itemprop="name">R. Uthurusamy</span></a></span> (Hrsg.).
. </span><em><span itemprop="publisher">AAAI/MIT Press</span>, </em>(<em><span>1996<meta content="1996" itemprop="datePublished"/></span></em>)dblp
- The Process of Knowledge Discovery in Databases.https://puma.uni-kassel.de/bibtex/25853cd96c1ed7a92d58df9d3b63d2d97/hothohotho2006-04-17T19:54:08+02:002006 lecture process kdd <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Ronald J. Brachman" itemprop="url" href="/author/Ronald%20J.%20Brachman"><span itemprop="name">R. Brachman</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Tej Anand" itemprop="url" href="/author/Tej%20Anand"><span itemprop="name">T. Anand</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Advances in Knowledge Discovery and Data Mining</span>, </em></span>(<em><span>1996<meta content="1996" itemprop="datePublished"/></span></em>)dblp
- From Data Mining to Knowledge Discovery in Databaseshttps://puma.uni-kassel.de/bibtex/2eb5f2e6742d9520453cbf9d100cacfd2/hothohotho2006-04-17T19:43:11+02:002006 lecture definition dm kdd <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="U. Fayyad" itemprop="url" href="/author/U.%20Fayyad"><span itemprop="name">U. Fayyad</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Piatetsky-Shapiro" itemprop="url" href="/author/G.%20Piatetsky-Shapiro"><span itemprop="name">G. Piatetsky-Shapiro</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="P. Smyth" itemprop="url" href="/author/P.%20Smyth"><span itemprop="name">P. Smyth</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>AI Magazine</em></span></span> </span>(<em><span>1996<meta content="1996" itemprop="datePublished"/></span></em>)The big one
- Machine Learninghttps://puma.uni-kassel.de/bibtex/23e79734ee1a6e49aee02ffd108224d1c/hothohotho2006-04-17T19:22:02+02:002006 lecture survey dm kdd introduction ml <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Tom M. Mitchell" itemprop="url" href="/author/Tom%20M.%20Mitchell"><span itemprop="name">T. Mitchell</span></a></span>. </span><em><span itemprop="publisher">McGraw-Hill</span>, </em>(<em><span>1997<meta content="1997" itemprop="datePublished"/></span></em>)
- A Statistical Perspective on Data Mininghttps://puma.uni-kassel.de/bibtex/25c9b8ae716d306921bb1c64cefa2ab84/hothohotho2006-04-17T19:10:30+02:002006 lecture dm kdd statistic <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Maitra" itemprop="url" href="/author/R.%20Maitra"><span itemprop="name">R. Maitra</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>J. Ind. Soc. Prob. Statist.</em></span></span> </span>(<em><span>2002<meta content="2002" itemprop="datePublished"/></span></em>)