@book{sowa84, address = {Reading, MA}, author = {Sowa, J. F.}, interhash = {dc56d323330a14bf76849f897ff2fe3d}, intrahash = {aa374e6ccc36451fbbc26c12d7cecf56}, location = {Aix-en-Provence, France}, publisher = {Addison-Wesley Publishing Company}, title = {Conceptual Structures: Information Processing in Mind and Machine}, year = 1984 } @inproceedings{Chapman05b, author = {Ciravegna, Fabio and Chapman, Sam}, booktitle = {Proceedings of the Dagstuhl Seminar in Machine Learning for the Semantic Web}, interhash = {738c41edd89d93324bdddf49385a2fcf}, intrahash = {d7eb77d72f6e7a846fb084e39f30b317}, month = {February}, title = {Mining the Semantic Web: Requirements for machine learning}, url = {http://www.smi.ucd.ie/Dagstuhl-MLSW/proceedings/ciravegna-chapman.pdf}, year = 2005 } @article{journals/ml/CohenH94, author = {Cohen, William W. and Hirsh, Haym}, ee = {http://www.kuenstliche-intelligenz.de/Artikel/CommonPatternsinITSArchitectures.htm}, interhash = {5d0ea2981d99bfff3cfccc6f05856ca9}, intrahash = {482edb5b3b5ede9a0e3be638db81e9fd}, journal = {Machine Learning}, number = {2-3}, pages = {169-199}, title = {The Learnability of Description Logics with Equality Constraints.}, url = {http://www.cs.cmu.edu/~wcohen/postscript/kr-94.ps}, volume = 17, year = 1994 } @inproceedings{conf/kr/CohenH94, author = {Cohen, William W. and Hirsh, Haym}, booktitle = {KR}, interhash = {1e055825d34721c16d743315f871d691}, intrahash = {12c5b9d272c941d934bd3dfcc69c37f5}, isbn = {1-55860-554-1}, pages = {121-133}, title = {Learning the Classic Description Logic: Theoretical and Experimental Results.}, url = {http://www.cs.cmu.edu/~wcohen/postscript/kr-94.ps}, year = 1994 } @misc{Newman+Hettich+Blake+Merz:1998, author = {Newman, C.L. Blake D.J. and Merz, C.J.}, institution = {University of California, Irvine, Dept. of Information and Computer Sciences}, interhash = {325a6b5ac5a1f044943d4298c21d31dd}, intrahash = {85308db3df761f63f16a7cab4eb8d4aa}, title = {{UCI} Repository of machine learning databases}, url = {http://www.ics.uci.edu/$\sim$mlearn/MLRepository.html}, year = 1998 } @book{srl2007, editor = {Getoor, Ben Taskar Lise}, interhash = {1b2e843e978d77deb770183b9b13486d}, intrahash = {34a3c77de96a47ba99f599123cce0b32}, title = {Introduction to Statistical Relational Learning (Adaptive Computation and Machine Learning) }, year = 2007 } @book{thrun2001, asin = {0262201623}, author = {Thrun, Sebastian and Burgard, Wolfram and Fox, Dieter}, interhash = {f1b5ed6b916d753f4e24749056ab745e}, intrahash = {914a56f048c863f0928bb6d1efe09ff7}, isdn = {978-0-262-20162-9}, title = {Probabilistic Robotics (Intelligent Robotics and Autonomous Agents)}, typesource = {Simple CitationSource}, url = {http://www.amazon.com/Probabilistic-Robotics-Intelligent-Autonomous-Agents/dp/0262201623/ref=sr_11_1/105-3361811-4085215?ie=UTF8&qid=1190743235&sr=11-1}, year = 2001 } @article{citeulike:2146554, abstract = {Nowadays, multi-label classification methods are increasingly required by modern applications, such as protein function classification, music categorization and semantic scene classification. This paper introduces the task of multi-label classification, organizes the sparse related literature into a structured presentation and performs comparative experimental results of certain multi-label classification methods. It also contributes the definition of concepts for the quantification of the multi-label nature of a data set.}, author = {Tsoumakas, G. and Katakis, I.}, citeulike-article-id = {2146554}, editor = {Taniar, David}, interhash = {f8e6c4b6b3df7461d070a1a9cc1d15c1}, intrahash = {52c3b18481f5146e4c213d609c1143fc}, journal = {International Journal of Data Warehouse and Mining}, number = 3, pages = {1--13}, posted-at = {2007-12-19 13:38:29}, priority = {2}, publisher = {Idea Group Publishing}, title = {Multi Label Classification: An Overview}, volume = 3, year = 2007 } @mastersthesis{illig2008machine, address = {Kassel}, author = {Illig, Jens}, interhash = {65c16443f45ffd46175f68d14b4f809a}, intrahash = {9a65067da65e8301182b33b4ae292141}, school = {University of Kassel}, title = {Machine Learnability Analysis of Textclassifications in a Social Bookmarking Folksonomy}, type = {Bachelor Thesis}, year = 2008 }