PUMA publications for /tag/toread%20learninghttps://puma.uni-kassel.de/tag/toread%20learningPUMA RSS feed for /tag/toread%20learning2024-03-29T06:44:06+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
- 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
- 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
- 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>)
- Toward Domain Specific Thesaurus Construction: Divide-and-Conquer Methodhttps://puma.uni-kassel.de/bibtex/2bd4f375366e49a3eb31e60b268dca01c/benzbenz2011-02-04T16:10:19+01:00learning thesaurus toread ol_web2.0 toread_dbe methods_concepts <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="P.M. Ryu" itemprop="url" href="/author/P.M.%20Ryu"><span itemprop="name">P. Ryu</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="J.H. Kim" itemprop="url" href="/author/J.H.%20Kim"><span itemprop="name">J. Kim</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Y. Nam" itemprop="url" href="/author/Y.%20Nam"><span itemprop="name">Y. Nam</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="J.X. Huang" itemprop="url" href="/author/J.X.%20Huang"><span itemprop="name">J. Huang</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="S. Shin" itemprop="url" href="/author/S.%20Shin"><span itemprop="name">S. Shin</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="S.M. Lee" itemprop="url" href="/author/S.M.%20Lee"><span itemprop="name">S. Lee</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="K.S. Choi" itemprop="url" href="/author/K.S.%20Choi"><span itemprop="name">K. Choi</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>Relation</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">10 </span></span>(<span itemprop="issueNumber">1.129</span>):
<span itemprop="pagination">7396</span></em> </span>(<em><span>2009<meta content="2009" itemprop="datePublished"/></span></em>)
- 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
- Towards ontology learning from folksonomieshttps://puma.uni-kassel.de/bibtex/27b335f08a288a79eb70eff89f1ec7630/hothohotho2009-12-23T18:06:56+01:00folksonomy learning model ol tagging taggingsurvey topic toread <span class="authorEditorList"><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="Ho fung Leung" itemprop="url" href="/author/Ho%20fung%20Leung"><span itemprop="name">H. fung Leung</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Qiong Luo" itemprop="url" href="/author/Qiong%20Luo"><span itemprop="name">Q. Luo</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Dewei Chen" itemprop="url" href="/author/Dewei%20Chen"><span itemprop="name">D. Chen</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Jibin Gong" itemprop="url" href="/author/Jibin%20Gong"><span itemprop="name">J. Gong</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">IJCAI'09: Proceedings of the 21st international jont conference on Artifical intelligence</span>, </em></span><em>Seite <span itemprop="pagination">2089--2094</span>. </em><em>San Francisco, CA, USA, </em><em><span itemprop="publisher">Morgan Kaufmann Publishers Inc.</span>, </em>(<em><span>2009<meta content="2009" itemprop="datePublished"/></span></em>)Towards ontology learning from folksonomies
- Towards machine learning on the semantic webhttps://puma.uni-kassel.de/bibtex/2006468688804bc3563225b8dcd7aea97/hothohotho2009-07-15T20:28:57+02:00learning ol ontology survey tools toread <span class="authorEditorList"><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 itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Markus Bundschus" itemprop="url" href="/author/Markus%20Bundschus"><span itemprop="name">M. Bundschus</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Achim Rettinger" itemprop="url" href="/author/Achim%20Rettinger"><span itemprop="name">A. Rettinger</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Yi Huang" itemprop="url" href="/author/Yi%20Huang"><span itemprop="name">Y. Huang</span></a></span>. </span><em><span itemprop="publisher">Springer</span>, </em>(<em><span>2008<meta content="2008" itemprop="datePublished"/></span></em>)
- A k-nearest neighbor based algorithm for multi-label classification.https://puma.uni-kassel.de/bibtex/23460603745790c4824a9bdb572e64777/hothohotho2009-06-07T11:05:45+02:00algorithm knn label learning multi ranking toread <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Min-Ling Zhang" itemprop="url" href="/author/Min-Ling%20Zhang"><span itemprop="name">M. Zhang</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Zhi-Hua Zhou" itemprop="url" href="/author/Zhi-Hua%20Zhou"><span itemprop="name">Z. Zhou</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">GrC</span>, </em></span><em>Seite <span itemprop="pagination">718-721</span>. </em><em><span itemprop="publisher">IEEE</span>, </em>(<em><span>2005<meta content="2005" itemprop="datePublished"/></span></em>)dblp
- Expressing implicit semantic relations without supervisionhttps://puma.uni-kassel.de/bibtex/2bbe58563bc09558f2ef97ec181b74358/hothohotho2008-12-20T12:14:19+01:00bibsonomy learning relation semantic toread <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Peter D. Turney" itemprop="url" href="/author/Peter%20D.%20Turney"><span itemprop="name">P. Turney</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">ACL-44: Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics</span>, </em></span><em>Seite <span itemprop="pagination">313--320</span>. </em><em>Morristown, NJ, USA, </em><em><span itemprop="publisher">Association for Computational Linguistics</span>, </em>(<em><span>2006<meta content="2006" itemprop="datePublished"/></span></em>)Expressing implicit semantic relations without supervision
- An efficient reduction of ranking to classificationhttps://puma.uni-kassel.de/bibtex/2d8bd1b99e3c245d17b577514727ebff2/hothohotho2008-07-15T18:12:46+02:00learning ranking toread <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Nir Ailon" itemprop="url" href="/author/Nir%20Ailon"><span itemprop="name">N. Ailon</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Mehryar Mohri" itemprop="url" href="/author/Mehryar%20Mohri"><span itemprop="name">M. Mohri</span></a></span>. </span>(<em><span>2007<meta content="2007" itemprop="datePublished"/></span></em>)[0710.2889] An efficient reduction of ranking to classification
- Ontologies on Demand? - A Description of the State-of-the-Art, Applications, Challenges and Trends for Ontology Learning from Texthttps://puma.uni-kassel.de/bibtex/2fe4c2950b5be221b493e29e4339240e8/hothohotho2008-05-20T17:43:51+02:00learning ontology survey toread <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="Johanna Völker" itemprop="url" href="/author/Johanna%20V%c3%b6lker"><span itemprop="name">J. Völker</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Rudi Studer" itemprop="url" href="/author/Rudi%20Studer"><span itemprop="name">R. Studer</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>Information, Wissenschaft und Praxis</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">57 </span></span>(<span itemprop="issueNumber">6-7</span>):
<span itemprop="pagination">315-320</span></em> </span>(<em><span>Oktober 2006<meta content="Oktober 2006" itemprop="datePublished"/></span></em>)<em>see the special issue for more contributions related to the Semantic Web.</em>Institut AIFB - Publikation: Ontologies on Demand? - A Description of the State-of-the-Art, Applications, Challenges and Trends for Ontology Learning from Text
- Influence in ratings-based recommender systems: An algorithm-independent approachhttps://puma.uni-kassel.de/bibtex/265e6a92489e5190ca5129532d2d138fd/hothohotho2007-11-20T20:49:17+01:00learning recommender toread <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="A. M. Rashid" itemprop="url" href="/author/A.%20M.%20Rashid"><span itemprop="name">A. Rashid</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="G. Karypis" itemprop="url" href="/author/G.%20Karypis"><span itemprop="name">G. Karypis</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="J. Riedl" itemprop="url" href="/author/J.%20Riedl"><span itemprop="name">J. Riedl</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 SIAM International Conference on Data Mining</em></span></span> </span>(<em><span>2005<meta content="2005" itemprop="datePublished"/></span></em>)
- Linkage and Autocorrelation Cause Feature Selection Bias in Relational Learning.https://puma.uni-kassel.de/bibtex/2323836c3a8a82637e562cada59ccb6be/hothohotho2007-11-19T15:09:56+01:00autocorrelation learning relational toread <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="David Jensen" itemprop="url" href="/author/David%20Jensen"><span itemprop="name">D. Jensen</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Jennifer Neville" itemprop="url" href="/author/Jennifer%20Neville"><span itemprop="name">J. Neville</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">ICML</span>, </em></span><em>Seite <span itemprop="pagination">259-266</span>. </em><em><span itemprop="publisher">Morgan Kaufmann</span>, </em>(<em><span>2002<meta content="2002" itemprop="datePublished"/></span></em>)dblp
- Semi-Supervised Learning Literature Surveyhttps://puma.uni-kassel.de/bibtex/2f30e96810896e4cad560e59e3c24730f/hothohotho2007-09-04T14:09:44+02:00clustering learning semi supervised toread <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Xiaojin Zhu" itemprop="url" href="/author/Xiaojin%20Zhu"><span itemprop="name">X. Zhu</span></a></span>. </span><em>1530. </em><em><span itemprop="producer">Computer Sciences, University of Wisconsin-Madison</span>, </em>(<em><span>2005<meta content="2005" itemprop="datePublished"/></span></em>)
- Inducing Ontology from Flickr Tags.https://puma.uni-kassel.de/bibtex/277143fd854a06583430afae1371fad71/hothohotho2007-05-25T11:04:52+02:00clustering folksonomy learning ol ontology semantic sosbuch tagging taggingsurvey toread webzu <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Patrick Schmitz" itemprop="url" href="/author/Patrick%20Schmitz"><span itemprop="name">P. Schmitz</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Collaborative Web Tagging Workshop at WWW2006, Edinburgh, Scotland</span>, </em></span>(<em><span>Mai 2006<meta content="Mai 2006" itemprop="datePublished"/></span></em>)
- On How to Perform a Gold Standard based Evaluation of Ontology Learninghttps://puma.uni-kassel.de/bibtex/20bfd502e363ef3f1523d77f972f08397/hothohotho2007-03-09T21:06:03+01:002006 evaluation learning ontology toread <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Klaas Dellschaft" itemprop="url" href="/author/Klaas%20Dellschaft"><span itemprop="name">K. Dellschaft</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/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">In: Proc. of ISWC-2006 International Semantic Web Conference</span>, </em></span><em>Athens, GA, USA, </em><em><span itemprop="publisher">Springer, LNCS</span>, </em>(<em><span>November 2006<meta content="November 2006" itemprop="datePublished"/></span></em>)On How to Perform a Gold Standard based Evaluation of Ontology Learning