PUMA publications for /user/folke/ldahttps://puma.uni-kassel.de/user/folke/ldaPUMA RSS feed for /user/folke/lda2024-03-29T12:51:53+01:00- Latent Dirichlet Allocationhttps://puma.uni-kassel.de/bibtex/2cbccc8032ce2763326dbe5de19c58aaf/folkefolke2010-05-04T08:55:46+02:00lda toread <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="David M. Blei" itemprop="url" href="/author/David%20M.%20Blei"><span itemprop="name">D. Blei</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Andrew Y. Ng" itemprop="url" href="/author/Andrew%20Y.%20Ng"><span itemprop="name">A. Ng</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Michael I. Jordan" itemprop="url" href="/author/Michael%20I.%20Jordan"><span itemprop="name">M. Jordan</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 of Machine Learning Research</em></span></span> </span>(<em><span>2003<meta content="2003" itemprop="datePublished"/></span></em>)
- Distributed Gibbs Sampling of Latent Topic Models: The Gritty Detailshttps://puma.uni-kassel.de/bibtex/208b13d141b85fc0002bd6ec6cab9d18f/folkefolke2010-05-04T08:55:46+02:00gibbs introduction lda sampling <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Yi Wang" itemprop="url" href="/author/Yi%20Wang"><span itemprop="name">Y. Wang</span></a></span>. </span>(<em><span>2008<meta content="2008" itemprop="datePublished"/></span></em>)
- Parameter estimation for text analysishttps://puma.uni-kassel.de/bibtex/253342b5f95d19b270d200603d53ec18a/folkefolke2010-05-04T08:55:46+02:00bayesian introduction lda tutorial <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Heinrich" itemprop="url" href="/author/G.%20Heinrich"><span itemprop="name">G. Heinrich</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>Web: http://www. arbylon. net/publications/text-est. pdf</em></span></span> </span>(<em><span>2005<meta content="2005" itemprop="datePublished"/></span></em>)
- Latent Dirichlet Bayesian Co-Clusteringhttps://puma.uni-kassel.de/bibtex/20ef1833cdcdf2a7d9093e37894c4f3ab/folkefolke2010-05-04T08:55:46+02:002009 bayesian clustering ecml lda pkdd <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Pu Wang" itemprop="url" href="/author/Pu%20Wang"><span itemprop="name">P. Wang</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Carlotta Domeniconi" itemprop="url" href="/author/Carlotta%20Domeniconi"><span itemprop="name">C. Domeniconi</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Kathryn Laskey" itemprop="url" href="/author/Kathryn%20Laskey"><span itemprop="name">K. Laskey</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>Machine Learning and Knowledge Discovery in Databases</em></span></span> </span>(<em><span>2009<meta content="2009" itemprop="datePublished"/></span></em>)
- Bayesian Co-clustering.https://puma.uni-kassel.de/bibtex/2543b31ac1f6f8b70b94976abb95e73c7/folkefolke2010-05-04T08:55:46+02:00bayesian clustering co-clustering lda <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Hanhuai Shan" itemprop="url" href="/author/Hanhuai%20Shan"><span itemprop="name">H. Shan</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Arindam Banerjee" itemprop="url" href="/author/Arindam%20Banerjee"><span itemprop="name">A. Banerjee</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">ICDM</span>, </em></span><em>Seite <span itemprop="pagination">530-539</span>. </em><em><span itemprop="publisher">IEEE Computer Society</span>, </em>(<em><span>2008<meta content="2008" itemprop="datePublished"/></span></em>)
- Latent Dirichlet Allocation for Automatic Document Categorizationhttps://puma.uni-kassel.de/bibtex/22db7477d992284eabea47e1c9669ab5a/folkefolke2010-05-04T08:55:46+02:002009 ecml lda mining pkdd text <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="István Bíró" itemprop="url" href="/author/Istv%c3%a1n%20B%c3%adr%c3%b3"><span itemprop="name">I. Bíró</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Jácint Szabó" itemprop="url" href="/author/J%c3%a1cint%20Szab%c3%b3"><span itemprop="name">J. Szabó</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>Machine Learning and Knowledge Discovery in Databases</em></span></span> </span>(<em><span>2009<meta content="2009" itemprop="datePublished"/></span></em>)
- Topic Significance Ranking of LDA Generative Modelshttps://puma.uni-kassel.de/bibtex/26310cb442c4e7852070e4f631fa2c1fa/folkefolke2010-05-04T08:55:46+02:002009 ecml generative lda mining model pkdd text <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Loulwah AlSumait" itemprop="url" href="/author/Loulwah%20AlSumait"><span itemprop="name">L. AlSumait</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Daniel Barbará" itemprop="url" href="/author/Daniel%20Barbar%c3%a1"><span itemprop="name">D. Barbará</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="James Gentle" itemprop="url" href="/author/James%20Gentle"><span itemprop="name">J. Gentle</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Carlotta Domeniconi" itemprop="url" href="/author/Carlotta%20Domeniconi"><span itemprop="name">C. Domeniconi</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>Machine Learning and Knowledge Discovery in Databases</em></span></span> </span>(<em><span>2009<meta content="2009" itemprop="datePublished"/></span></em>)
- On-line LDA: Adaptive Topic Models for Mining Text Streams with Applications to Topic Detection and Tracking.https://puma.uni-kassel.de/bibtex/2980e5cf0b3db547cf47c2c203734ac83/folkefolke2010-05-04T08:55:46+02:00generative lda models online topic tracking <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Loulwah AlSumait" itemprop="url" href="/author/Loulwah%20AlSumait"><span itemprop="name">L. AlSumait</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Daniel Barbará" itemprop="url" href="/author/Daniel%20Barbar%c3%a1"><span itemprop="name">D. Barbará</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Carlotta Domeniconi" itemprop="url" href="/author/Carlotta%20Domeniconi"><span itemprop="name">C. Domeniconi</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">ICDM</span>, </em></span><em>Seite <span itemprop="pagination">3-12</span>. </em><em><span itemprop="publisher">IEEE Computer Society</span>, </em>(<em><span>2008<meta content="2008" itemprop="datePublished"/></span></em>)
- Identifying the Original Contribution of a Document via Language Modelinghttps://puma.uni-kassel.de/bibtex/2c50730e7a14f4a0c76305c44fa2eef2e/folkefolke2010-05-04T08:55:46+02:002009 ecml lda mining pkdd text <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Benyah Shaparenko" itemprop="url" href="/author/Benyah%20Shaparenko"><span itemprop="name">B. Shaparenko</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Thorsten Joachims" itemprop="url" href="/author/Thorsten%20Joachims"><span itemprop="name">T. Joachims</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>Machine Learning and Knowledge Discovery in Databases</em></span></span> </span>(<em><span>2009<meta content="2009" itemprop="datePublished"/></span></em>)
- Named Entity Resolution Using Automatically Extracted Semantic Informationhttps://puma.uni-kassel.de/bibtex/2f956b02691b503629c6742b3e61489da/folkefolke2010-05-04T08:55:46+02:00entity lda lwa models resolution topic <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Pilz" itemprop="url" href="/author/A.%20Pilz"><span itemprop="name">A. Pilz</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Paaß" itemprop="url" href="/author/G.%20Paa%7b%5css%7d"><span itemprop="name">G. Paaß</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. St Augustin" itemprop="url" href="/author/G.%20St%20Augustin"><span itemprop="name">G. Augustin</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"> </span>(<em><span>2009<meta content="2009" itemprop="datePublished"/></span></em>)
- Clustering with Bregman Divergences.https://puma.uni-kassel.de/bibtex/2bba5d5241acf3ec9eea3f869a832c629/folkefolke2010-05-04T08:55:46+02:00bayesian clustering lda mixture models <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Arindam Banerjee" itemprop="url" href="/author/Arindam%20Banerjee"><span itemprop="name">A. Banerjee</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Srujana Merugu" itemprop="url" href="/author/Srujana%20Merugu"><span itemprop="name">S. Merugu</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Inderjit S. Dhillon" itemprop="url" href="/author/Inderjit%20S.%20Dhillon"><span itemprop="name">I. Dhillon</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Joydeep Ghosh" itemprop="url" href="/author/Joydeep%20Ghosh"><span itemprop="name">J. Ghosh</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 of Machine Learning Research</em></span></span> </span>(<em><span>2005<meta content="2005" itemprop="datePublished"/></span></em>)
- Link-PLSA-LDA: A new unsupervised model for topics and influence of blogshttps://puma.uni-kassel.de/bibtex/2a1f50ddb9b2734e224d4c4ea0140c7cd/folkefolke2010-05-04T08:55:46+02:00clustering lda models plsa topic <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Nallapati" itemprop="url" href="/author/R.%20Nallapati"><span itemprop="name">R. Nallapati</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="W. Cohen" itemprop="url" href="/author/W.%20Cohen"><span itemprop="name">W. Cohen</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"> </span>(<em><span>2008<meta content="2008" itemprop="datePublished"/></span></em>)
- Gibbs sampling in the generative model of Latent Dirichlet Allocationhttps://puma.uni-kassel.de/bibtex/29b9261755a207a91b2f646e79cd5f83c/folkefolke2010-05-04T08:55:46+02:00estimation gibbs lda parameter sampling <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Tom Griffiths" itemprop="url" href="/author/Tom%20Griffiths"><span itemprop="name">T. Griffiths</span></a></span>. </span><em><span itemprop="producer">Stanford University</span>, </em>(<em><span>2002<meta content="2002" itemprop="datePublished"/></span></em>)
- Applying latent dirichlet allocation to group discovery in large graphshttps://puma.uni-kassel.de/bibtex/27930085af6a4c3f11f8f2966bd16fd86/folkefolke2010-05-04T08:55:46+02:00community detection lda <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Keith Henderson" itemprop="url" href="/author/Keith%20Henderson"><span itemprop="name">K. Henderson</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Tina Eliassi-Rad" itemprop="url" href="/author/Tina%20Eliassi-Rad"><span itemprop="name">T. Eliassi-Rad</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">SAC '09: Proceedings of the 2009 ACM symposium on Applied Computing</span>, </em></span><em>Seite <span itemprop="pagination">1456--1461</span>. </em><em>New York, NY, USA, </em><em><span itemprop="publisher">ACM</span>, </em>(<em><span>2009<meta content="2009" itemprop="datePublished"/></span></em>)
- Markov Chain Monte Carlo and Gibbs Samplinghttps://puma.uni-kassel.de/bibtex/284f2f6ddcdf8bb5387656640c6782529/folkefolke2010-05-04T08:55:46+02:00carlo estimation gibbs lda markov monte parameter sampling <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="B. Walsh" itemprop="url" href="/author/B.%20Walsh"><span itemprop="name">B. Walsh</span></a></span>. </span>(<em><span>April 2004<meta content="April 2004" itemprop="datePublished"/></span></em>)
- Latent Semantic Analysis: A Road to Meaninghttps://puma.uni-kassel.de/bibtex/2ab33268b60e8774bdfe46cd50a970fa3/folkefolke2010-05-04T08:55:46+02:00introduction lda lsa models topic <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="M. Steyvers" itemprop="url" href="/author/M.%20Steyvers"><span itemprop="name">M. Steyvers</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="T. Griffiths" itemprop="url" href="/author/T.%20Griffiths"><span itemprop="name">T. Griffiths</span></a></span>. </span><em>Kapitel Probabilistic topic models, </em><em><span itemprop="publisher">Laurence Erlbaum</span>, </em><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"></span>(<em><span>2007<meta content="2007" itemprop="datePublished"/></span></em>)
- Markov chain sampling methods for Dirichlet process mixture modelshttps://puma.uni-kassel.de/bibtex/2ea7d93667d46469e93d0f33f4a6680ec/folkefolke2010-05-04T08:55:46+02:00carlo gibbs lda markov monte sampling <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R.M. Neal" itemprop="url" href="/author/R.M.%20Neal"><span itemprop="name">R. Neal</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 of computational and graphical statistics</em></span></span> </span>(<em><span>2000<meta content="2000" itemprop="datePublished"/></span></em>)
- Inference of population structure using multilocus genotype datahttps://puma.uni-kassel.de/bibtex/2f04eb6ae6953e34d4401111026c33e40/folkefolke2010-05-04T08:55:46+02:00collapsed gibbs lda non plsa sampler <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="J.K. Pritchard" itemprop="url" href="/author/J.K.%20Pritchard"><span itemprop="name">J. Pritchard</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="M. Stephens" itemprop="url" href="/author/M.%20Stephens"><span itemprop="name">M. Stephens</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="P. Donnelly" itemprop="url" href="/author/P.%20Donnelly"><span itemprop="name">P. Donnelly</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>Genetics</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">155 </span></span>(<span itemprop="issueNumber">2</span>):
<span itemprop="pagination">945</span></em> </span>(<em><span>2000<meta content="2000" itemprop="datePublished"/></span></em>)
- Topic and role discovery in social networks with experiments on enron and academic emailhttps://puma.uni-kassel.de/bibtex/2e7a6d3c9bd46ddc77a62e04d35aff330/folkefolke2010-05-04T08:55:46+02:00gibbs lda models sampling topic <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. McCallum" itemprop="url" href="/author/A.%20McCallum"><span itemprop="name">A. McCallum</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="X. Wang" itemprop="url" href="/author/X.%20Wang"><span itemprop="name">X. Wang</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Corrada-Emmanuel" itemprop="url" href="/author/A.%20Corrada-Emmanuel"><span itemprop="name">A. Corrada-Emmanuel</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 of Artificial Intelligence Research</em></span></span> </span>(<em><span>2007<meta content="2007" itemprop="datePublished"/></span></em>)
- Latent Dirichlet Co-Clusteringhttps://puma.uni-kassel.de/bibtex/2f36c376d49e03acd1cae83c758327943/folkefolke2010-05-04T08:55:46+02:00clustering co-clustering lda models topic <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="M. Mahdi Shafiei" itemprop="url" href="/author/M.%20Mahdi%20Shafiei"><span itemprop="name">M. Shafiei</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Evangelos E. Milios" itemprop="url" href="/author/Evangelos%20E.%20Milios"><span itemprop="name">E. Milios</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">ICDM '06: Proceedings of the Sixth International Conference on Data Mining</span>, </em></span><em>Seite <span itemprop="pagination">542--551</span>. </em><em>Washington, DC, USA, </em><em><span itemprop="publisher">IEEE Computer Society</span>, </em>(<em><span>2006<meta content="2006" itemprop="datePublished"/></span></em>)