@article{charniak97statistical, title = {Statistical Techniques for Natural Language Parsing}, author = {Eugene Charniak}, journal = {AI Magazine}, number = 4, pages = {33-44}, volume = 18, year = 1997, url = {http://citeseer.ist.psu.edu/article/charniak97statistical.html}, biburl = {http://www.bibsonomy.org/bibtex/21d02e8f9d663f5cd8203ec6685a958ed/hotho}, keywords = {learning nlp model tagging lecture} } @book{carstensen04coling, title = {{Computerlinguistik und Sprachtechnologie. Eine Einf{\"u}hrung}}, address = {Heidelberg}, editor = {K.-U. Carstensen and Ch. Eber and C. Endriss and S. Jekat and R. Klabunde and H. Langer}, publisher = {Spektrum Akademischer Verlag}, year = 2004, url = {http://www.worldcat.org/wcpa/oclc/47812608?page=frame&url=http%3A%2F%2Fopac.bibliothek.uni-kassel.de%2FDB%3D23%2FSET%3D1%2FTTL%3D1%2FCMD%3FACT%3DSRCHA%3FIKT%3D7%26SRT%3DYOP%26TRM%3D3827410274&title=Univ+Gesamthochschule+Kassel&linktype=opac&detail=DEUBK%3AUniv+Gesamthochschule+Kassel%3AAcademic}, biburl = {http://www.bibsonomy.org/bibtex/213ee9bbbbaf6714679a51bd625aa42ef/hotho}, keywords = {nlp introduction einführung lecture} } @inproceedings{conf/www/SarwarKKR01, title = {Item-based collaborative filtering recommendation algorithms.}, author = {Badrul M. Sarwar and George Karypis and Joseph A. Konstan and John Riedl}, booktitle = {WWW}, pages = {285-295}, year = 2001, url = {http://www10.org/cdrom/papers/pdf/p519.pdf}, ee = {http://doi.acm.org/10.1145/371920.372071}, description = {dblp}, biburl = {http://www.bibsonomy.org/bibtex/2f349b429624935212ebeed613b89794f/hotho}, keywords = {seminar2006 collaborative recommender lecture ir filtering} } @book{manning99foundations, title = {Foundations of Statistical Natural Language Processing}, address = {Cambridge, Massachusetts}, author = {Christopher D. Manning and Hinrich Sch{\"u}tze}, publisher = {The {MIT} Press}, year = 1999, url = {http://nlp.stanford.edu/fsnlp/}, biburl = {http://www.bibsonomy.org/bibtex/22fad675aa6ae88082af2507c16d54343/hotho}, keywords = {lecture nlp} } @book{rijsbergen79ir, title = {Information retrieval}, address = {London}, author = {C. J. van Rijsbergen}, edition = 2, publisher = {Butterworths}, year = 1979, url = {http://www.dcs.gla.ac.uk/Keith/Preface.html}, biburl = {http://www.bibsonomy.org/bibtex/2b53893655b48140d4310a848dbf204d3/hotho}, keywords = {ir lecture} } @inproceedings{conf/sigmod/NgLHP98, title = {Exploratory Mining and Pruning Optimizations of Constrained Association Rules.}, author = {Raymond T. Ng and Laks V. S. Lakshmanan and Jiawei Han and Alex Pang}, booktitle = {SIGMOD Conference}, pages = {13-24}, year = 1998, url = {http://dblp.uni-trier.de/db/conf/sigmod/sigmod98.html#NgLHP98}, cite = {conf/sigmod/AgrawalIS93}, ee = {db/conf/sigmod/NgLHP98.html}, cdrom = {SIGMOD98/P013.PDF}, description = {dblp}, biburl = {http://www.bibsonomy.org/bibtex/272825e6a12b3285349fb64c1020383c0/hotho}, keywords = {2006 kdd association rules mining constraints lecture} } @inproceedings{672836, title = {Fast Algorithms for Mining Association Rules in Large Databases}, address = {San Francisco, CA, USA}, author = {Rakesh Agrawal and Ramakrishnan Srikant}, booktitle = {VLDB '94: Proceedings of the 20th International Conference on Very Large Data Bases}, pages = {487--499}, publisher = {Morgan Kaufmann Publishers Inc.}, year = 1994, isbn = {1-55860-153-8}, biburl = {http://www.bibsonomy.org/bibtex/2cce11d670329a38a90f625b8005dfb8d/hotho}, keywords = {rule lecture mining kdd association 2006} } @article{park1995ehb, title = {{An effective hash-based algorithm for mining association rules}}, author = {J.S. Park and M.S. Chen and P.S. Yu}, journal = {Proceedings of the 1995 ACM SIGMOD international conference on Management of data}, pages = {175-186}, publisher = {ACM Press New York, NY, USA}, year = 1995, biburl = {http://www.bibsonomy.org/bibtex/2094af08c931c876e20fd0e1e5086583b/hotho}, keywords = {lecture kdd table 2006 association hash rules mining} } @article{MacKay2003, title = {Information Theory, Inference, and Learning Algorithms}, author = {David J. C. MacKay}, year = 2003, url = {http://www.inference.phy.cam.ac.uk/mackay/itila/}, isbn = {9780521642989}, biburl = {http://www.bibsonomy.org/bibtex/29a8c0bf8a22e0e4583032eaab241ea04/hotho}, keywords = {kdd learning algorithm lecture 2006} } @article{dempster77, title = {Maximum likelihood from incomplete data via the EM algorithm.}, author = {A. Dempster and N. Laird and D. Rubin}, journal = {J. Royal Statistical Society, Series B}, number = 1, pages = {1-38}, volume = 39, year = 1977, file = {}, biburl = {http://www.bibsonomy.org/bibtex/2193b7978b7867de7834055bbfb937cba/hotho}, keywords = {lecture 2006 clustering kdd} } @techreport{berkhin02survey, title = {Survey Of Clustering Data Mining Techniques}, address = {San Jose, CA}, author = {Pavel Berkhin}, institution = {Accrue Software}, year = 2002, url = {http://citeseer.ist.psu.edu/berkhin02survey.html}, description = {Survey Of Clustering Data Mining Techniques - Berkhin (ResearchIndex)}, biburl = {http://www.bibsonomy.org/bibtex/22fec60df240f69dbf677e34825d20491/hotho}, keywords = {kdd lecture survey 2006 clustering} } @article{goodword2006lowd, title = {Good Word Attacks on Statistical Spam Filters}, address = {Palo Alto, CA}, author = {Daniel Lowd and Christopher Meek}, booktitle = {Second Conference on Email and Anti-Spam (CEAS)}, year = 2005, url = {http://www.cs.washington.edu/homes/lowd/ceas05lowd.pdf}, biburl = {http://www.bibsonomy.org/bibtex/2947e546ff2a77a7f099da4955fa73df2/hotho}, keywords = {email lecture spam application 2006 kdd} } @techreport{boykin04:_person_email_networ, title = {{Personal Email Networks: An Effective Anti-Spam Tool}}, author = {P.O. Boykin and V. Roychowdhury}, institution = {University of California, Los Angeles}, month = {February}, year = 2004, url = {http://arxiv.org/abs/cond-mat/0402143}, biburl = {http://www.bibsonomy.org/bibtex/2770fc07ad9949bbafa5c3b08f196907b/hotho}, keywords = {kdd spam 2006 email application lecture} } @book{books/mit/FayyadPSU96, title = {Advances in Knowledge Discovery and Data Mining.}, editor = {Usama M. Fayyad and Gregory Piatetsky-Shapiro and Padhraic Smyth and Ramasamy Uthurusamy}, publisher = {AAAI/MIT Press}, year = 1996, url = {http://www.amazon.com/gp/product/0262560976}, isbn = {0-262-56097-6}, description = {dblp}, biburl = {http://www.bibsonomy.org/bibtex/23553c3acc971c03813352c40afe7476a/hotho}, keywords = {knowledge discovery kdd mining lecture dm data 2006 definition} } @incollection{books/mit/fayyadPSU96/BrachmanA96, title = {The Process of Knowledge Discovery in Databases.}, author = {Ronald J. Brachman and Tej Anand}, booktitle = {Advances in Knowledge Discovery and Data Mining}, pages = {37-57}, year = 1996, url = {http://dblp.uni-trier.de/db/books/collections/fayyad96.html#BrachmanA96}, isbn = {0-262-02313-X}, description = {dblp}, biburl = {http://www.bibsonomy.org/bibtex/25853cd96c1ed7a92d58df9d3b63d2d97/hotho}, keywords = {kdd 2006 lecture process} } @article{Fay96, title = {From Data Mining to Knowledge Discovery in Databases}, author = {U. Fayyad and G. Piatetsky-Shapiro and P. Smyth}, journal = {AI Magazine}, pages = {37-54}, year = 1996, url = {http://www.kdnuggets.com/gpspubs/aimag-kdd-overview-1996-Fayyad.pdf}, description = {The big one}, biburl = {http://www.bibsonomy.org/bibtex/2eb5f2e6742d9520453cbf9d100cacfd2/hotho}, keywords = {dm lecture 2006 definition kdd} } @book{mitchell97, title = {Machine Learning}, author = {Tom M. Mitchell}, publisher = {McGraw-Hill}, year = 1997, biburl = {http://www.bibsonomy.org/bibtex/23e79734ee1a6e49aee02ffd108224d1c/hotho}, keywords = {survey ml dm lecture 2006 kdd introduction} } @article{maitra02, title = {A Statistical Perspective on Data Mining}, author = {R. Maitra}, journal = {J. Ind. Soc. Prob. Statist.}, type = {Article}, year = 2002, url = {http://www.public.iastate.edu/~maitra/papers/datamining.pdf}, isabout = {Statistical and Data and Data_Mining and Computing_Methodologies and ACMTopic and Database_Management and Information_Systems and Image_Representation and Database_Applications and Image_Processing_And_Computer_Vision}, label = {A Statistical Perspective on Data Mining}, key = {maitra02}, biburl = {http://www.bibsonomy.org/bibtex/25c9b8ae716d306921bb1c64cefa2ab84/hotho}, keywords = {2006 statistic kdd lecture dm} } @inproceedings{lang95newsweeder, title = {News{W}eeder: learning to filter netnews}, author = {Ken Lang}, booktitle = {Proceedings of the 12th International Conference on Machine Learning}, pages = {331--339}, publisher = {Morgan Kaufmann publishers Inc.: San Mateo, CA, USA}, year = 1995, url = {http://citeseer.ist.psu.edu/lang95newsweeder.html}, description = {NewsWeeder: Learning to Filter Netnews - Lang (ResearchIndex)}, biburl = {http://www.bibsonomy.org/bibtex/2b738abb5a0f2cae47e8f0633460c69a3/hotho}, keywords = {ir content collaborative filtering lecture based} }