PUMA publications for /user/hotho/learninghttps://puma.uni-kassel.de/user/hotho/learningPUMA RSS feed for /user/hotho/learning2024-03-29T13:19:48+01:00- Human-level control through deep reinforcement learninghttps://puma.uni-kassel.de/bibtex/2fb15f4471c81dc2b9edf2304cb2f7083/hothohotho2015-08-26T14:46:40+02:00deep learning toread <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Volodymyr Mnih" itemprop="url" href="/author/Volodymyr%20Mnih"><span itemprop="name">V. Mnih</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Koray Kavukcuoglu" itemprop="url" href="/author/Koray%20Kavukcuoglu"><span itemprop="name">K. Kavukcuoglu</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="David Silver" itemprop="url" href="/author/David%20Silver"><span itemprop="name">D. Silver</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Andrei A. Rusu" itemprop="url" href="/author/Andrei%20A.%20Rusu"><span itemprop="name">A. Rusu</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Joel Veness" itemprop="url" href="/author/Joel%20Veness"><span itemprop="name">J. Veness</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Marc G. Bellemare" itemprop="url" href="/author/Marc%20G.%20Bellemare"><span itemprop="name">M. Bellemare</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Alex Graves" itemprop="url" href="/author/Alex%20Graves"><span itemprop="name">A. Graves</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Martin Riedmiller" itemprop="url" href="/author/Martin%20Riedmiller"><span itemprop="name">M. Riedmiller</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Andreas K. Fidjeland" itemprop="url" href="/author/Andreas%20K.%20Fidjeland"><span itemprop="name">A. Fidjeland</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Georg Ostrovski" itemprop="url" href="/author/Georg%20Ostrovski"><span itemprop="name">G. Ostrovski</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Stig Petersen" itemprop="url" href="/author/Stig%20Petersen"><span itemprop="name">S. Petersen</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Charles Beattie" itemprop="url" href="/author/Charles%20Beattie"><span itemprop="name">C. Beattie</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Amir Sadik" itemprop="url" href="/author/Amir%20Sadik"><span itemprop="name">A. Sadik</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Ioannis Antonoglou" itemprop="url" href="/author/Ioannis%20Antonoglou"><span itemprop="name">I. Antonoglou</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Helen King" itemprop="url" href="/author/Helen%20King"><span itemprop="name">H. King</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Dharshan Kumaran" itemprop="url" href="/author/Dharshan%20Kumaran"><span itemprop="name">D. Kumaran</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Daan Wierstra" itemprop="url" href="/author/Daan%20Wierstra"><span itemprop="name">D. Wierstra</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Shane Legg" itemprop="url" href="/author/Shane%20Legg"><span itemprop="name">S. Legg</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Demis Hassabis" itemprop="url" href="/author/Demis%20Hassabis"><span itemprop="name">D. Hassabis</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>Nature</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">518 </span></span>(<span itemprop="issueNumber">7540</span>):
<span itemprop="pagination">529--533</span></em> </span>(<em><span>Februar 2015<meta content="Februar 2015" itemprop="datePublished"/></span></em>)Human-level control through deep reinforcement learning - nature14236.pdf
- Exploiting Structural Consistencies with Stacked Conditional Random Fieldshttps://puma.uni-kassel.de/bibtex/2fbaab25e96dd20d96ece9d7fefdc3b4f/hothohotho2015-07-25T14:18:15+02:002013 ie learning myown references <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Peter Kluegl" itemprop="url" href="/author/Peter%20Kluegl"><span itemprop="name">P. Kluegl</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Martin Toepfer" itemprop="url" href="/author/Martin%20Toepfer"><span itemprop="name">M. Toepfer</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Florian Lemmerich" itemprop="url" href="/author/Florian%20Lemmerich"><span itemprop="name">F. Lemmerich</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Andreas Hotho" itemprop="url" href="/author/Andreas%20Hotho"><span itemprop="name">A. Hotho</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Frank Puppe" itemprop="url" href="/author/Frank%20Puppe"><span itemprop="name">F. Puppe</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>Mathematical Methodologies in Pattern Recognition and Machine Learning Springer Proceedings in Mathematics & Statistics</em></span></span> </span>(<em><span>2013<meta content="2013" itemprop="datePublished"/></span></em>)
- ConDist: A Context-Driven Categorical Distance Measurehttps://puma.uni-kassel.de/bibtex/2a2f9d649f2856677e4d886a3b517404d/hothohotho2015-07-24T18:03:08+02:002015 categorical data learning measure myown similarity unsupervised <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Markus Ring" itemprop="url" href="/author/Markus%20Ring"><span itemprop="name">M. Ring</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Florian Otto" itemprop="url" href="/author/Florian%20Otto"><span itemprop="name">F. Otto</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Martin Becker" itemprop="url" href="/author/Martin%20Becker"><span itemprop="name">M. Becker</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Thomas Niebler" itemprop="url" href="/author/Thomas%20Niebler"><span itemprop="name">T. Niebler</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Dieter Landes" itemprop="url" href="/author/Dieter%20Landes"><span itemprop="name">D. Landes</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Andreas Hotho" itemprop="url" href="/author/Andreas%20Hotho"><span itemprop="name">A. Hotho</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"></span>(<em><span>2015<meta content="2015" itemprop="datePublished"/></span></em>)
- Large-scale factorization of type-constrained multi-relational datahttps://puma.uni-kassel.de/bibtex/2c952ed96ece470e4fa5336eedf670d5b/hothohotho2015-06-03T11:42:13+02:00graph knowledge learning toread <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Denis Krompass" itemprop="url" href="/author/Denis%20Krompass"><span itemprop="name">D. Krompass</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Maximilian Nickel" itemprop="url" href="/author/Maximilian%20Nickel"><span itemprop="name">M. Nickel</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Volker Tresp" itemprop="url" href="/author/Volker%20Tresp"><span itemprop="name">V. Tresp</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">International Conference on Data Science and Advanced Analytics, DSAA 2014, Shanghai, China, October 30 - November 1, 2014</span>, </em></span><em>Seite <span itemprop="pagination">18--24</span>. </em><em><span itemprop="publisher">IEEE</span>, </em>(<em><span>2014<meta content="2014" itemprop="datePublished"/></span></em>)dblp: BibTeX record conf/dsaa/KrompassNT14
- Dynamic Auto-Encoders for Semantic Indexinghttps://puma.uni-kassel.de/bibtex/2fc3e0e3af595f9a46df6bc9233df836f/hothohotho2015-04-21T14:10:12+02:00deep kallimachos lda learning model toread <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Piotr Mirowski" itemprop="url" href="/author/Piotr%20Mirowski"><span itemprop="name">P. Mirowski</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Marc'Aurelio Ranzato" itemprop="url" href="/author/Marc'Aurelio%20Ranzato"><span itemprop="name">M. Ranzato</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Yann LeCun" itemprop="url" href="/author/Yann%20LeCun"><span itemprop="name">Y. LeCun</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"></span>(<em><span>2010<meta content="2010" itemprop="datePublished"/></span></em>)Neuer Tab
- Large-scale Multi-label Learning with Missing Labelshttps://puma.uni-kassel.de/bibtex/2716e5270c1dcb3a1e4eedf9934859021/hothohotho2015-03-03T18:17:32+01:00classification kallimachos label large learning multi <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Hsiang-Fu Yu" itemprop="url" href="/author/Hsiang-Fu%20Yu"><span itemprop="name">H. Yu</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Prateek Jain" itemprop="url" href="/author/Prateek%20Jain"><span itemprop="name">P. Jain</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Purushottam Kar" itemprop="url" href="/author/Purushottam%20Kar"><span itemprop="name">P. Kar</span></a></span>, und <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>. </span>(<em><span>2013<meta content="2013" itemprop="datePublished"/></span></em>)<em>cite arxiv:1307.5101.</em>Large-scale Multi-label Learning with Missing Labels
- An Introduction to Ontology Learninghttps://puma.uni-kassel.de/bibtex/2cf6a6785f5cab0525632a003c47ef5f7/hothohotho2015-01-29T15:09:38+01:00introduction learning ontology <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Jens Lehmann" itemprop="url" href="/author/Jens%20Lehmann"><span itemprop="name">J. Lehmann</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Johanna Voelker" itemprop="url" href="/author/Johanna%20Voelker"><span itemprop="name">J. Voelker</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Perspectives on Ontology Learning</span>, </em><em><span itemprop="publisher">AKA / IOS Press</span>, </em></span>(<em><span>2014<meta content="2014" itemprop="datePublished"/></span></em>)
- Never-Ending Learninghttps://puma.uni-kassel.de/bibtex/263070703e6bb812852cca56574aed093/hothohotho2015-01-27T15:35:24+01:00learning nell ontology semantic toread <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="T. Mitchell" itemprop="url" href="/author/T.%20Mitchell"><span itemprop="name">T. Mitchell</span></a></span>, <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 itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="E. Hruscha" itemprop="url" href="/author/E.%20Hruscha"><span itemprop="name">E. Hruscha</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="P. Talukdar" itemprop="url" href="/author/P.%20Talukdar"><span itemprop="name">P. Talukdar</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="J. Betteridge" itemprop="url" href="/author/J.%20Betteridge"><span itemprop="name">J. Betteridge</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Carlson" itemprop="url" href="/author/A.%20Carlson"><span itemprop="name">A. Carlson</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="B. Dalvi" itemprop="url" href="/author/B.%20Dalvi"><span itemprop="name">B. Dalvi</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="M. Gardner" itemprop="url" href="/author/M.%20Gardner"><span itemprop="name">M. Gardner</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="B. Kisiel" itemprop="url" href="/author/B.%20Kisiel"><span itemprop="name">B. Kisiel</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="J. Krishnamurthy" itemprop="url" href="/author/J.%20Krishnamurthy"><span itemprop="name">J. Krishnamurthy</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="N. Lao" itemprop="url" href="/author/N.%20Lao"><span itemprop="name">N. Lao</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="K. Mazaitis" itemprop="url" href="/author/K.%20Mazaitis"><span itemprop="name">K. Mazaitis</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="T. Mohammad" itemprop="url" href="/author/T.%20Mohammad"><span itemprop="name">T. Mohammad</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="N. Nakashole" itemprop="url" href="/author/N.%20Nakashole"><span itemprop="name">N. Nakashole</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="E. Platanios" itemprop="url" href="/author/E.%20Platanios"><span itemprop="name">E. Platanios</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Ritter" itemprop="url" href="/author/A.%20Ritter"><span itemprop="name">A. Ritter</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="M. Samadi" itemprop="url" href="/author/M.%20Samadi"><span itemprop="name">M. Samadi</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="B. Settles" itemprop="url" href="/author/B.%20Settles"><span itemprop="name">B. Settles</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="R. Wang" itemprop="url" href="/author/R.%20Wang"><span itemprop="name">R. Wang</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="D. Wijaya" itemprop="url" href="/author/D.%20Wijaya"><span itemprop="name">D. Wijaya</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Gupta" itemprop="url" href="/author/A.%20Gupta"><span itemprop="name">A. Gupta</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="X. Chen" itemprop="url" href="/author/X.%20Chen"><span itemprop="name">X. Chen</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Saparov" itemprop="url" href="/author/A.%20Saparov"><span itemprop="name">A. Saparov</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="M. Greaves" itemprop="url" href="/author/M.%20Greaves"><span itemprop="name">M. Greaves</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="J. Welling" itemprop="url" href="/author/J.%20Welling"><span itemprop="name">J. Welling</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">AAAI</span>, </em></span>(<em><span>2015<meta content="2015" itemprop="datePublished"/></span></em>)<em>: Never-Ending Learning in AAAI-2015.</em>Papers by William W. Cohen
- Toward an Architecture for Never-Ending Language Learninghttps://puma.uni-kassel.de/bibtex/2f0d94ab9d299609ee92f6ecf555266d4/hothohotho2014-11-20T13:29:12+01:00learning nell sota web <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Carlson" itemprop="url" href="/author/A.%20Carlson"><span itemprop="name">A. Carlson</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="J. Betteridge" itemprop="url" href="/author/J.%20Betteridge"><span itemprop="name">J. Betteridge</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="B. Kisiel" itemprop="url" href="/author/B.%20Kisiel"><span itemprop="name">B. Kisiel</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="B. Settles" itemprop="url" href="/author/B.%20Settles"><span itemprop="name">B. Settles</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="E.R. Hruschka Jr." itemprop="url" href="/author/E.R.%20Hruschka%20Jr."><span itemprop="name">E. Jr.</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="T.M. Mitchell" itemprop="url" href="/author/T.M.%20Mitchell"><span itemprop="name">T. Mitchell</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Proceedings of the Conference on Artificial Intelligence (AAAI)</span>, </em></span><em>Seite <span itemprop="pagination">1306--1313</span>. </em><em><span itemprop="publisher">AAAI Press</span>, </em>(<em><span>2010<meta content="2010" itemprop="datePublished"/></span></em>)
- Learning Concept Hierarchies from Text Corpora using Formal Concept Analysishttps://puma.uni-kassel.de/bibtex/2eaaf0e4b3a8b29fab23b6c15ce2d308d/hothohotho2014-11-13T16:49:24+01:002005 fca folksonomy hierarchies hierarchy learning myown ontologies text <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Philipp Cimiano" itemprop="url" href="/author/Philipp%20Cimiano"><span itemprop="name">P. Cimiano</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Andreas Hotho" itemprop="url" href="/author/Andreas%20Hotho"><span itemprop="name">A. Hotho</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Steffen Staab" itemprop="url" href="/author/Steffen%20Staab"><span itemprop="name">S. Staab</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 on Artificial Intelligence Research</em></span></span> </span>(<em><span>2005<meta content="2005" itemprop="datePublished"/></span></em>)
- From Topic Models to Semi-supervised Learning: Biasing Mixed-Membership Models to Exploit Topic-Indicative Features in Entity Clustering.https://puma.uni-kassel.de/bibtex/2e56623d21a1b7bcb442cd15fe098bb70/hothohotho2014-03-25T12:11:17+01:00learning models sota supervised topic toread <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Ramnath Balasubramanyan" itemprop="url" href="/author/Ramnath%20Balasubramanyan"><span itemprop="name">R. Balasubramanyan</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Bhavana Bharat Dalvi" itemprop="url" href="/author/Bhavana%20Bharat%20Dalvi"><span itemprop="name">B. Dalvi</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="William W. Cohen" itemprop="url" href="/author/William%20W.%20Cohen"><span itemprop="name">W. Cohen</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">ECML/PKDD (2)</span>, </em></span><em>Volume 8189 von Lecture Notes in Computer Science, </em><em>Seite <span itemprop="pagination">628-642</span>. </em><em><span itemprop="publisher">Springer</span>, </em>(<em><span>2013<meta content="2013" itemprop="datePublished"/></span></em>)
- Making Large-Scale SVM Learning Practicalhttps://puma.uni-kassel.de/bibtex/2dc79351cca889847d9d20c7ef9dafa25/hothohotho2013-07-02T15:45:13+02:00kernel learning svm <span class="authorEditorList"><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/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Advances in Kernel Methods - Support Vector Learning</span>, </em></span><em>Cambridge, MA, USA, </em><em><span itemprop="publisher">MIT Press</span>, </em>(<em><span>1999<meta content="1999" itemprop="datePublished"/></span></em>)
- Tagging data as implicit feedback for learning-to-rankhttps://puma.uni-kassel.de/bibtex/2493e03868a98f498628cad31f9320e9f/hothohotho2011-11-30T14:45:00+01:002011 dm feedback learning logsonomy ml myown search social <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Beate Navarro Bullock" itemprop="url" href="/author/Beate%20Navarro%20Bullock"><span itemprop="name">B. Bullock</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Robert Jäschke" itemprop="url" href="/author/Robert%20J%c3%a4schke"><span itemprop="name">R. Jäschke</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Andreas Hotho" itemprop="url" href="/author/Andreas%20Hotho"><span itemprop="name">A. Hotho</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Proceedings of the ACM WebSci'11</span>, </em></span>(<em><span>Juni 2011<meta content="Juni 2011" itemprop="datePublished"/></span></em>)Poster in the Web Science Repository
- Ontology learning from domain specific web documentshttps://puma.uni-kassel.de/bibtex/2323c8bdedc8a4643232a498ac03d6407/hothohotho2011-02-09T15:32:47+01:00learning ol ontology <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Maryam Hazman" itemprop="url" href="/author/Maryam%20Hazman"><span itemprop="name">M. Hazman</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Samhaa R. El-Beltagy" itemprop="url" href="/author/Samhaa%20R.%20El-Beltagy"><span itemprop="name">S. El-Beltagy</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Ahmed Rafea" itemprop="url" href="/author/Ahmed%20Rafea"><span itemprop="name">A. Rafea</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>International Journal of Metadata, Semantics and Ontologies</em></span></span> </span>(<em><span>2009<meta content="2009" itemprop="datePublished"/></span></em>)IngentaConnect Ontology learning from domain specific web documents
- Multilingual Evidence Improves Clustering-based Taxonomy Extraction.https://puma.uni-kassel.de/bibtex/2813903a333a40ecf9a59ded552acb323/hothohotho2011-01-17T10:31:12+01:00antrag learning multilingual ol ontology <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Hans Hjelm" itemprop="url" href="/author/Hans%20Hjelm"><span itemprop="name">H. Hjelm</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Paul Buitelaar" itemprop="url" href="/author/Paul%20Buitelaar"><span itemprop="name">P. Buitelaar</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">ECAI</span>, </em></span><em>Volume 178 von Frontiers in Artificial Intelligence and Applications, </em><em>Seite <span itemprop="pagination">288-292</span>. </em><em><span itemprop="publisher">IOS Press</span>, </em>(<em><span>2008<meta content="2008" itemprop="datePublished"/></span></em>)dblp
- Ontology Learninghttps://puma.uni-kassel.de/bibtex/2f9f8bb0af1a8a514c270f83237313ac7/hothohotho2011-01-17T10:16:48+01:00learning ontology <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="P. Cimiano" itemprop="url" href="/author/P.%20Cimiano"><span itemprop="name">P. Cimiano</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Mädche" itemprop="url" href="/author/A.%20M%c3%a4dche"><span itemprop="name">A. Mädche</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="S. Staab" itemprop="url" href="/author/S.%20Staab"><span itemprop="name">S. Staab</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="J. Völker" itemprop="url" href="/author/J.%20V%c3%b6lker"><span itemprop="name">J. Völker</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Handbook on Ontologies</span>, </em><em><span itemprop="publisher">Springer</span>, </em><em><span itemprop="bookEdition">2nd revised edition</span> Edition, </em></span>(<em><span>2009<meta content="2009" itemprop="datePublished"/></span></em>)DOI 10.1007/978-3-540-92673-3
- Multirelational classification: a multiple view approach.https://puma.uni-kassel.de/bibtex/235bee198e0b131ead007dd91d794ab78/hothohotho2010-06-25T09:51:36+02:00learning relational toread <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Hongyu Guo" itemprop="url" href="/author/Hongyu%20Guo"><span itemprop="name">H. Guo</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Herna L. Viktor" itemprop="url" href="/author/Herna%20L.%20Viktor"><span itemprop="name">H. Viktor</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>Knowl. Inf. Syst.</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">17 </span></span>(<span itemprop="issueNumber">3</span>):
<span itemprop="pagination">287-312</span></em> </span>(<em><span>2008<meta content="2008" itemprop="datePublished"/></span></em>)dblp
- A constraint-based probabilistic framework for name disambiguation.https://puma.uni-kassel.de/bibtex/2210a9f932dc4c454e8a84ca6eb4906d8/hothohotho2010-06-08T18:05:48+02:00disambiguation forstudie learning name toread <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Duo Zhang" itemprop="url" href="/author/Duo%20Zhang"><span itemprop="name">D. Zhang</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Jie Tang" itemprop="url" href="/author/Jie%20Tang"><span itemprop="name">J. Tang</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Juan-Zi Li" itemprop="url" href="/author/Juan-Zi%20Li"><span itemprop="name">J. Li</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Kehong Wang" itemprop="url" href="/author/Kehong%20Wang"><span itemprop="name">K. Wang</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">CIKM</span>, </em></span><em>Seite <span itemprop="pagination">1019-1022</span>. </em><em><span itemprop="publisher">ACM</span>, </em>(<em><span>2007<meta content="2007" itemprop="datePublished"/></span></em>)dblp
- Constructing folksonomies from user-specified relations on flickrhttps://puma.uni-kassel.de/bibtex/2559ee9d48f1a510f56765b2357aa8ea5/hothohotho2010-03-20T21:36:19+01:00folksonomy learning ol relation tagging taggingsurvey <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. Plangprasopchok" itemprop="url" href="/author/A.%20Plangprasopchok"><span itemprop="name">A. Plangprasopchok</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="K. Lerman" itemprop="url" href="/author/K.%20Lerman"><span itemprop="name">K. Lerman</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">WWW '09: Proceedings of the 18th international conference on World wide web</span>, </em></span><em>Seite <span itemprop="pagination">781--790</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>)
- Learning Expressive Ontologieshttps://puma.uni-kassel.de/bibtex/2f80af45b8659db1a4327a5ce1df3f267/hothohotho2010-02-10T11:26:14+01:00axiom learning ol ontology <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="J. Völker" itemprop="url" href="/author/J.%20V%5c%22%7bo%7dlker"><span itemprop="name">J. Völker</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="P. Haase" itemprop="url" href="/author/P.%20Haase"><span itemprop="name">P. Haase</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="P. Hitzler" itemprop="url" href="/author/P.%20Hitzler"><span itemprop="name">P. Hitzler</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Ontology Learning and Population: Bridging the Gap between Text and Knowledge</span>, </em><em><span itemprop="publisher">IOS Press</span>, </em></span>(<em><span>2008<meta content="2008" itemprop="datePublished"/></span></em>)My thesis references