<rdf:RDF xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:taxo="http://purl.org/rss/1.0/modules/taxonomy/" xmlns="http://purl.org/rss/1.0/" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"><channel rdf:about="http://www.bibsonomy.org/user/hotho/ml"><title>BibSonomy bookmarks for /user/hotho/ml</title><link>http://www.bibsonomy.org/rss/user/hotho/ml</link><description>BibSonomy RSS Feed for /user/hotho/ml</description><items><rdf:Seq><rdf:li rdf:resource="http://mahout.apache.org/"/><rdf:li rdf:resource="http://hunch.net/?p=1822"/><rdf:li rdf:resource="http://www.ecmlpkdd2011.org/"/><rdf:li rdf:resource="http://www.icml-2011.org/"/><rdf:li rdf:resource="http://www-kd.iai.uni-bonn.de/index.php?page=software"/><rdf:li rdf:resource="http://irmles.di.uniba.it/2010/"/><rdf:li rdf:resource="http://blazfortuna.com/publications/"/><rdf:li rdf:resource="http://www.kd2u.org/"/><rdf:li rdf:resource="http://researchweb.watson.ibm.com/visual/social_data_analysis_workshop/"/><rdf:li rdf:resource="http://cse.stfx.ca/~socialcom09/"/><rdf:li rdf:resource="http://lamda.nju.edu.cn/conf/acml09/"/><rdf:li rdf:resource="http://dl-learner.org/Projects/DLLearner"/><rdf:li rdf:resource="http://www.kde.cs.uni-kassel.de/ws/rsdc08/"/><rdf:li rdf:resource="http://thesis.neminis.org/2007/12/03/support-vector-clustering-code/"/><rdf:li rdf:resource="http://theoval.sys.uea.ac.uk/~gcc/svm/toolbox/"/><rdf:li rdf:resource="http://www.kyb.tuebingen.mpg.de/bs/people/spider/"/><rdf:li rdf:resource="http://www.cs.cmu.edu/~vitor/cutonce/cutOnce.html"/><rdf:li rdf:resource="http://www.wmin.ac.uk/page-14784"/><rdf:li rdf:resource="http://www.paperoftheweek.com/"/><rdf:li rdf:resource="http://mloss.org/about/"/></rdf:Seq></items></channel><item rdf:about="http://mahout.apache.org/"><title>Apache Mahout: Scalable machine learning and data mining</title><description>Mahout currently has

    Collaborative Filtering
    User and Item based recommenders
    K-Means, Fuzzy K-Means clustering
    Mean Shift clustering
    Dirichlet process clustering
    Latent Dirichlet Allocation
    Singular value decomposition
    Parallel Frequent Pattern mining
    Complementary Naive Bayes classifier
    Random forest decision tree based classifier
    High performance java collections (previously colt collections)
    A vibrant community
    and many more cool stuff to come by this summer thanks to Google summer of code</description><link>http://mahout.apache.org/</link><dc:creator>hotho</dc:creator><dc:date>2011-09-09T12:08:58+02:00</dc:date><dc:subject>apache learning library machine ml tools </dc:subject><content:encoded>Mahout currently has

    Collaborative Filtering
    User and Item based recommenders
    K-Means, Fuzzy K-Means clustering
    Mean Shift clustering&lt;span class=&#034;info&#034;&gt;...&lt;div&gt;Mahout currently has

    Collaborative Filtering
    User and Item based recommenders
    K-Means, Fuzzy K-Means clustering
    Mean Shift clustering
    Dirichlet process clustering
    Latent Dirichlet Allocation
    Singular value decomposition
    Parallel Frequent Pattern mining
    Complementary Naive Bayes classifier
    Random forest decision tree based classifier
    High performance java collections (previously colt collections)
    A vibrant community
    and many more cool stuff to come by this summer thanks to Google summer of code&lt;/div&gt;&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/apache"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/learning"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/library"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/machine"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ml"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/tools"/></rdf:Bag></taxo:topics></item><item rdf:about="http://hunch.net/?p=1822"><title>Research Directions for Machine Learning and Algorithms « Machine Learning (Theory)</title><description></description><link>http://hunch.net/?p=1822</link><dc:creator>hotho</dc:creator><dc:date>2011-05-17T10:22:11+02:00</dc:date><dc:subject>algorithms blog directions dm learning machine ml research </dc:subject><content:encoded></content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/algorithms"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/blog"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/directions"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/dm"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/learning"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/machine"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ml"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/research"/></rdf:Bag></taxo:topics></item><item rdf:about="http://www.ecmlpkdd2011.org/"><title>ECML-PKDD 2011 in Athens, Greece</title><description></description><link>http://www.ecmlpkdd2011.org/</link><dc:creator>hotho</dc:creator><dc:date>2011-03-16T14:28:38+01:00</dc:date><dc:subject>2011 conference data dm ecml mining ml pkdd </dc:subject><content:encoded></content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2011"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/conference"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/data"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/dm"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ecml"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/mining"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ml"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/pkdd"/></rdf:Bag></taxo:topics></item><item rdf:about="http://www.icml-2011.org/"><title>ICML 2011, The 28th International Conference on Machine Learning - Bellevue, Washington</title><description></description><link>http://www.icml-2011.org/</link><dc:creator>hotho</dc:creator><dc:date>2011-02-03T15:58:18+01:00</dc:date><dc:subject>2011 conference learning machine ml pc </dc:subject><content:encoded></content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2011"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/conference"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/learning"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/machine"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ml"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/pc"/></rdf:Bag></taxo:topics></item><item rdf:about="http://www-kd.iai.uni-bonn.de/index.php?page=software"><title>Knowledge Discovery and Machine Learning Bonn (www.kdml-bonn.de)</title><description>The Knowledge Discovery Machine Learning (KDML) group focuses on the neighboring subfields of computer science known as knowledge discovery in databases (KDD, sometimes referred to simply as data mining) and machine learning (ML). For us, these fields include on the one hand the automated analysis of large data sets using intelligent algorithms that are capable of extracting from the collected data hidden knowledge in order to produce models that can be used for prediction and decision making. On the other hand, they also include algorithms and systems that are capable of learning from experience and adapting to their environment or their users.</description><link>http://www-kd.iai.uni-bonn.de/index.php?page=software</link><dc:creator>hotho</dc:creator><dc:date>2010-10-06T13:03:15+02:00</dc:date><dc:subject>learning machine ml software </dc:subject><content:encoded>The Knowledge Discovery Machine Learning (KDML) group focuses on the neighboring subfields of computer science known as knowledge discovery in databases (K&lt;span class=&#034;info&#034;&gt;...&lt;div&gt;The Knowledge Discovery Machine Learning (KDML) group focuses on the neighboring subfields of computer science known as knowledge discovery in databases (KDD, sometimes referred to simply as data mining) and machine learning (ML). For us, these fields include on the one hand the automated analysis of large data sets using intelligent algorithms that are capable of extracting from the collected data hidden knowledge in order to produce models that can be used for prediction and decision making. On the other hand, they also include algorithms and systems that are capable of learning from experience and adapting to their environment or their users.&lt;/div&gt;&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/learning"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/machine"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ml"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/software"/></rdf:Bag></taxo:topics></item><item rdf:about="http://irmles.di.uniba.it/2010/"><title>IRMLES Workshop @ ESWC 2010</title><description></description><link>http://irmles.di.uniba.it/2010/</link><dc:creator>hotho</dc:creator><dc:date>2010-04-18T12:44:34+02:00</dc:date><dc:subject>2010 ml pc semantic web workshop </dc:subject><content:encoded></content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2010"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ml"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/pc"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/semantic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/web"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/workshop"/></rdf:Bag></taxo:topics></item><item rdf:about="http://blazfortuna.com/publications/"><title>Publications « Blaz Fortuna</title><description></description><link>http://blazfortuna.com/publications/</link><dc:creator>hotho</dc:creator><dc:date>2010-02-07T16:43:10+01:00</dc:date><dc:subject>dm ml ol publications semantic visualization </dc:subject><content:encoded></content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/dm"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ml"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ol"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/publications"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/semantic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/visualization"/></rdf:Bag></taxo:topics></item><item rdf:about="http://www.kd2u.org/"><title>KD2U:Home</title><description></description><link>http://www.kd2u.org/</link><dc:creator>hotho</dc:creator><dc:date>2009-04-02T13:54:52+02:00</dc:date><dc:subject>distributed ubiquitous ml kdd kdubiq </dc:subject><content:encoded></content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/distributed"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ubiquitous"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ml"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/kdd"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/kdubiq"/></rdf:Bag></taxo:topics></item><item rdf:about="http://researchweb.watson.ibm.com/visual/social_data_analysis_workshop/"><title>Social Data Analysis Workshop | CHI 2008</title><description></description><link>http://researchweb.watson.ibm.com/visual/social_data_analysis_workshop/</link><dc:creator>hotho</dc:creator><dc:date>2009-03-18T12:44:16+01:00</dc:date><dc:subject>2.0 analysis data dm ml social web workshop </dc:subject><content:encoded></content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2.0"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/analysis"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/data"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/dm"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ml"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/social"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/web"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/workshop"/></rdf:Bag></taxo:topics></item><item rdf:about="http://cse.stfx.ca/~socialcom09/"><title>SocialCom 2009, August 29-31, Vancouver, Canada</title><description>Workshop Proposal: 		March 09, 2009
	Submission Deadline: 		April 15, 2009
	Authors Notification: 		June 01, 2009
	Final Manuscript Due: 		June 15, 2009</description><link>http://cse.stfx.ca/~socialcom09/</link><dc:creator>hotho</dc:creator><dc:date>2009-03-12T16:58:18+01:00</dc:date><dc:subject>2009 SocialCom computing conference dm ml social </dc:subject><content:encoded>Workshop Proposal: 		March 09, 2009
	Submission Deadline: 		April 15, 2009
	Authors Notification: 		June 01, 2009
	Final Manuscript Due: 		June 15, 2009&lt;span class=&#034;info&#034;&gt;...&lt;div&gt;Workshop Proposal: 		March 09, 2009
	Submission Deadline: 		April 15, 2009
	Authors Notification: 		June 01, 2009
	Final Manuscript Due: 		June 15, 2009&lt;/div&gt;&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2009"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/SocialCom"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/computing"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/conference"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/dm"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ml"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/social"/></rdf:Bag></taxo:topics></item><item rdf:about="http://lamda.nju.edu.cn/conf/acml09/"><title>ACML 2009 - The 1st Asian Conference on Machine Learning</title><description></description><link>http://lamda.nju.edu.cn/conf/acml09/</link><dc:creator>hotho</dc:creator><dc:date>2009-02-27T16:22:12+01:00</dc:date><dc:subject>2009 conference learning machine ml pc </dc:subject><content:encoded></content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2009"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/conference"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/learning"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/machine"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ml"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/pc"/></rdf:Bag></taxo:topics></item><item rdf:about="http://dl-learner.org/Projects/DLLearner"><title>AKSW : Projects / DL Learner</title><description></description><link>http://dl-learner.org/Projects/DLLearner</link><dc:creator>hotho</dc:creator><dc:date>2008-10-13T20:14:27+02:00</dc:date><dc:subject>dl learning ml owl semantic web </dc:subject><content:encoded></content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/dl"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/learning"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ml"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/owl"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/semantic"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/web"/></rdf:Bag></taxo:topics></item><item rdf:about="http://www.kde.cs.uni-kassel.de/ws/rsdc08/"><title>ECML PKDD Discovery Challenge 2008</title><description>This year&amp;#039;s discovery challenge presents two tasks in the new area 
			of social bookmarking. One task covers spam detection and
			the other covers tag recommendations. As we are hosting the social bookmark and
			publication sharing system BibSonomy, we are able to provide a dataset 
			of BibSonomy for the challenge. A training dataset for both tasks is provided at the beginning of the competition. 
			The test dataset will be released 48 hours before the final deadline. Due to a very tight schedule we cannot grant any deadline 
                        extension. 
			The presentation of the results will take place at the ECML/PKDD workshop where the top teams are
			invited to present their approaches and results.</description><link>http://www.kde.cs.uni-kassel.de/ws/rsdc08/</link><dc:creator>hotho</dc:creator><dc:date>2008-05-07T18:19:42+02:00</dc:date><dc:subject>2008 bibsonomy challenge discovery dm ecml ml myown pkdd workshop </dc:subject><content:encoded>This year&amp;#039;s discovery challenge presents two tasks in the new area 
			of social bookmarking. One task covers spam detection and
			the other covers tag &lt;span class=&#034;info&#034;&gt;...&lt;div&gt;This year&amp;#039;s discovery challenge presents two tasks in the new area 
			of social bookmarking. One task covers spam detection and
			the other covers tag recommendations. As we are hosting the social bookmark and
			publication sharing system BibSonomy, we are able to provide a dataset 
			of BibSonomy for the challenge. A training dataset for both tasks is provided at the beginning of the competition. 
			The test dataset will be released 48 hours before the final deadline. Due to a very tight schedule we cannot grant any deadline 
                        extension. 
			The presentation of the results will take place at the ECML/PKDD workshop where the top teams are
			invited to present their approaches and results.&lt;/div&gt;&lt;/span&gt;</content:encoded><taxo:topics><rdf:Bag><rdf:li rdf:resource="http://www.bibsonomy.org/tag/2008"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/bibsonomy"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/challenge"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/discovery"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/dm"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ecml"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/ml"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/myown"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/pkdd"/><rdf:li rdf:resource="http://www.bibsonomy.org/tag/workshop"/></rdf:Bag></taxo:topics></item><item rdf:about="http://thesis.neminis.org/2007/12/03/support-vector-clustering-code/"><title>Thesis Neminis » Support Vector Clustering Code</title><description>@inproceedings{cone2006, 
   author = {Sei-Hyung Lee and Karen M. Daniels}, 
   Booktitle = {Proceedings of 6th SIAM Conference on Data Mining}, 
   Date-Added = {2007-04-29 16:58:13 +0200}, 
   Date-Modified = {2007-06-19 18:52:22 +0200}, 
   Keywords = {SVM, clustering}, 
   Month = {May}, 
   Pages = {484–488}, 
   Title = {Cone Cluster Labeling for Support Vector Clustering}, 
   Url = {http://www.siam.org/meetings/sdm06/proceedings/046lees.pdf}, 
   Year = {2006}, 
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}</description><link>http://thesis.neminis.org/2007/12/03/support-vector-clustering-code/</link><dc:creator>hotho</dc:creator><dc:date>2008-05-06T09:43:38+02:00</dc:date><dc:subject>clustering code ml svm </dc:subject><content:encoded>@inproceedings{cone2006, 
   author = {Sei-Hyung Lee and Karen M. Daniels}, 
   Booktitle = {Proceedings of 6th SIAM Conference on Data Mining}, 
   Dat&lt;span class=&#034;info&#034;&gt;...&lt;div&gt;@inproceedings{cone2006, 
   author = {Sei-Hyung Lee and Karen M. Daniels}, 
   Booktitle = {Proceedings of 6th SIAM Conference on Data Mining}, 
   Date-Added = {2007-04-29 16:58:13 +0200}, 
   Date-Modified = {2007-06-19 18:52:22 +0200}, 
   Keywords = {SVM, clustering}, 
   Month = {May}, 
   Pages = {484–488}, 
   Title = {Cone Cluster Labeling for Support Vector Clustering}, 
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