@inproceedings{Buchanan01,
address = {New York},
author = {Buchanan, B.},
booktitle = {KDD 2000 -- Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Boston, MA, August 20-23, 2000},
interhash = {f3eea6ac2e67b417ff569c65f2ab9bb4},
intrahash = {0059da2018c3343855c2fa45d4fac248},
isbn = {3-540-43760-6},
pages = 3,
publisher = {ACM},
title = {Informed Knowledge Discovery: Using Prior Knowledge in Discovery Programs},
year = 2000
}
@article{maitra02,
author = {Maitra, R.},
interhash = {7dfd1fe3496527a4253733a06f990fcf},
intrahash = {5c9b8ae716d306921bb1c64cefa2ab84},
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},
journal = {J. Ind. Soc. Prob. Statist.},
key = {maitra02},
label = {A Statistical Perspective on Data Mining},
title = {A Statistical Perspective on Data Mining},
type = {Article},
url = {http://www.public.iastate.edu/~maitra/papers/datamining.pdf},
year = 2002
}
@book{mitchell97,
author = {Mitchell, Tom M.},
interhash = {479a66c32badb3a455fbdcf8e6633a5d},
intrahash = {3e79734ee1a6e49aee02ffd108224d1c},
publisher = {McGraw-Hill},
title = {Machine Learning},
year = 1997
}
@article{Fay96,
author = {Fayyad, U. and Piatetsky-Shapiro, G. and Smyth, P.},
interhash = {971272cb912769da4f85aab25536354b},
intrahash = {eb5f2e6742d9520453cbf9d100cacfd2},
journal = {AI Magazine},
pages = {37-54},
title = {From Data Mining to Knowledge Discovery in Databases},
url = {http://www.kdnuggets.com/gpspubs/aimag-kdd-overview-1996-Fayyad.pdf},
year = 1996
}
@incollection{books/mit/fayyadPSU96/BrachmanA96,
author = {Brachman, Ronald J. and Anand, Tej},
booktitle = {Advances in Knowledge Discovery and Data Mining},
interhash = {bcc629281c9cdc0df16afa63be4144d4},
intrahash = {5853cd96c1ed7a92d58df9d3b63d2d97},
isbn = {0-262-02313-X},
pages = {37-57},
title = {The Process of Knowledge Discovery in Databases.},
url = {http://dblp.uni-trier.de/db/books/collections/fayyad96.html#BrachmanA96},
year = 1996
}
@book{books/mit/FayyadPSU96,
editor = {Fayyad, Usama M. and Piatetsky-Shapiro, Gregory and Smyth, Padhraic and Uthurusamy, Ramasamy},
interhash = {c11811ccd720de5dad0ffea4741725f0},
intrahash = {3553c3acc971c03813352c40afe7476a},
isbn = {0-262-56097-6},
publisher = {AAAI/MIT Press},
title = {Advances in Knowledge Discovery and Data Mining.},
url = {http://www.amazon.com/gp/product/0262560976},
year = 1996
}
@techreport{boykin04:_person_email_networ,
author = {Boykin, P.O. and Roychowdhury, V.},
institution = {University of California, Los Angeles},
interhash = {3fe3b3135786db00897541e4dfdd3523},
intrahash = {770fc07ad9949bbafa5c3b08f196907b},
month = {February},
title = {{Personal Email Networks: An Effective Anti-Spam Tool}},
url = {http://arxiv.org/abs/cond-mat/0402143},
year = 2004
}
@article{goodword2006lowd,
address = {Palo Alto, CA},
author = {Lowd, Daniel and Meek, Christopher},
booktitle = {Second Conference on Email and Anti-Spam (CEAS)},
interhash = {c86d81bb31ea199c1d7aaf8b5e3e280d},
intrahash = {947e546ff2a77a7f099da4955fa73df2},
title = {Good Word Attacks on Statistical Spam Filters},
url = {http://www.cs.washington.edu/homes/lowd/ceas05lowd.pdf},
url1 = {http://www.cs.washington.edu/homes/lowd/ceas05lowd.ppt},
year = 2005
}
@techreport{berkhin02survey,
address = {San Jose, CA},
author = {Berkhin, Pavel},
institution = {Accrue Software},
interhash = {fb9b2c7ce3e0f4e6b579660c40fb67a2},
intrahash = {2fec60df240f69dbf677e34825d20491},
title = {Survey Of Clustering Data Mining Techniques},
url = {http://citeseer.ist.psu.edu/berkhin02survey.html},
year = 2002
}
@article{dempster77,
author = {Dempster, A. and Laird, N. and Rubin, D.},
interhash = {6a3c3e7e36b05f7855a57eab65f93593},
intrahash = {193b7978b7867de7834055bbfb937cba},
journal = {J. Royal Statistical Society, Series B},
number = 1,
pages = {1-38},
title = {Maximum likelihood from incomplete data via the EM algorithm.},
volume = 39,
year = 1977
}
@article{MacKay2003,
author = {MacKay, David J. C.},
interhash = {86f621d9d6f9f159448f768d792d4511},
intrahash = {9a8c0bf8a22e0e4583032eaab241ea04},
isbn = {9780521642989},
title = {Information Theory, Inference, and Learning Algorithms},
url = {http://www.inference.phy.cam.ac.uk/mackay/itila/},
year = 2003
}
@article{park1995ehb,
author = {Park, J.S. and Chen, M.S. and Yu, P.S.},
interhash = {e7a28762e92ab579ed3f99c565848f9a},
intrahash = {094af08c931c876e20fd0e1e5086583b},
journal = {Proceedings of the 1995 ACM SIGMOD international conference on Management of data},
pages = {175-186},
publisher = {ACM Press New York, NY, USA},
title = {{An effective hash-based algorithm for mining association rules}},
year = 1995
}
@inproceedings{672836,
address = {San Francisco, CA, USA},
author = {Agrawal, Rakesh and Srikant, Ramakrishnan},
booktitle = {VLDB '94: Proceedings of the 20th International Conference on Very Large Data Bases},
interhash = {960c924ccbe1ff429a30f7433ec53122},
intrahash = {cce11d670329a38a90f625b8005dfb8d},
isbn = {1-55860-153-8},
pages = {487--499},
publisher = {Morgan Kaufmann Publishers Inc.},
title = {Fast Algorithms for Mining Association Rules in Large Databases},
year = 1994
}
@inproceedings{conf/sigmod/NgLHP98,
author = {Ng, Raymond T. and Lakshmanan, Laks V. S. and Han, Jiawei and Pang, Alex},
booktitle = {SIGMOD Conference},
cdrom = {SIGMOD98/P013.PDF},
cite = {conf/sigmod/AgrawalIS93},
ee = {db/conf/sigmod/NgLHP98.html},
interhash = {c4e73bae8e22a39d15d022631c69ddbf},
intrahash = {72825e6a12b3285349fb64c1020383c0},
pages = {13-24},
title = {Exploratory Mining and Pruning Optimizations of Constrained Association Rules.},
url = {http://dblp.uni-trier.de/db/conf/sigmod/sigmod98.html#NgLHP98},
year = 1998
}
@book{books/mk/Pyle99,
author = {Pyle, Dorian},
date = {2002-01-28},
interhash = {3edec307e8a02fa778ee847eccfb4215},
intrahash = {29f6bc4833269393dabf92bae3afa905},
isbn = {1-55860-529-0},
publisher = {Morgan Kaufmann},
title = {Data Preparation for Data Mining},
year = 1999
}
@proceedings{DBLP:conf/kdd/1999web,
bibsource = {DBLP, http://dblp.uni-trier.de},
booktitle = {WEBKDD},
editor = {Masand, Brij M. and Spiliopoulou, Myra},
interhash = {29a69416c66bd604c4599009915dc0b0},
intrahash = {18a9697e8ca04f637487e79b6be9cc83},
isbn = {3-540-67818-2},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
title = {Web Usage Analysis and User Profiling, International WEBKDD'99
Workshop, San Diego, California, USA, August 15, 1999, Revised
Papers},
volume = 1836,
year = 2000
}
@inbook{baldi03modelling,
abstract = {Modeling the Internet and the Web covers the most important aspects of modeling the Web using a modern mathematical and probabilistic treatment. It focuses on the information and application layers, as well as some of the emerging properties of the Internet. Provides a comprehensive introduction to the modeling of the Internet and the Web at the information level. Takes a modern approach based on mathematical, probabilistic, and graphical modeling. Provides an integrated presentation of theory, examples, exercises and applications. Covers key topics such as text analysis, link analysis, crawling techniques, human behaviour, and commerce on the Web. Interdisciplinary in nature, Modeling the Internet and the Web will be of interest to students and researchers from a variety of disciplines including computer science, machine learning, engineering, statistics, economics, business, and the social sciences.},
author = {Baldi, Pierre and Frasconi, Paolo and Smyth, Padhraic},
booktitle = {Modeling the Internet and the Web: Probabilistic Methods and Algorithms},
citeulike-article-id = {822915},
interhash = {416f2405193ae7d30cffe673dee89df2},
intrahash = {3e4e2899e7d6988218d02a264bcfe24a},
month = {April},
priority = {2},
publisher = {Wiley},
title = {Modeling the Internet and the Web: Probabilistic Methods and Algorithms},
url = {http://eu.wiley.com/WileyCDA/WileyTitle/productCd-0470849061.html},
year = 2003
}
@inbook{Mladenic2008KD,
author = {Mladenic, D. and Grobelnik, M. and Fortuna, B. and Grcar, M.},
booktitle = {Semantic Knowledge Management: Integrating Ontology Management, Knowledge Discovery, and Human Language Technologies },
date = {(2008)Springer 2008},
editor = {Davies, John and Grobelnik, Marko and Mladenic, Dunja},
interhash = {b51ab03fe53193ea93c9965038d8215e},
intrahash = {c65415ccb54615b32ee167ea639c8177},
location = {Grobelnik, Mladenic(eds. )},
title = {Knowledge Discovery for Semantic Web},
year = 2008
}
@incollection{1420085867,
asin = {1420085867},
author = {May, Michael and Berendt, Bettina and Cornuéjols, Antoine and Gama, Jõao and Giannotti, Fosca and Hotho, Andreas and Malerba, Donato and Menesalvas, Ernestina and Morik, Katharina and Pedersen, Rasmus and Saitta, Lorenza and Saygin, Yücel and Schuster, Assaf and Vanhoof, Koen},
booktitle = {Next Generation of Data Mining (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series)},
dewey = {005.74},
ean = {9781420085860},
edition = 1,
interhash = {7aeb3b998b5918d86093e05601e81b4d},
intrahash = {be3c753af98ab591b4f31d349513b461},
isbn = {1420085867},
isbn13 = {9781420085860},
publisher = {Chapman & Hall/CRC},
title = {Research Challenges in Ubiquitous Knowledge Discovery},
url = {http://208.254.79.11/shopping_cart/products/product_contents.asp?id=&parent_id=497&sku=C5867&isbn=9781420085860&pc=},
year = 2008
}
@incollection{books/mit/fayyadPSU96/FayyadPS96,
author = {Fayyad, Usama M. and Piatetsky-Shapiro, Gregory and Smyth, Padhraic},
booktitle = {Advances in Knowledge Discovery and Data Mining},
date = {2002-01-03},
interhash = {79663e4b1f464b82ce1ae45345dc424f},
intrahash = {e59886c68d1fc9bb4d1a8d6a1a644a60},
pages = {1-34},
title = {From Data Mining to Knowledge Discovery: An Overview.},
url = {http://dblp.uni-trier.de/db/books/collections/fayyad96.html#FayyadPS96},
year = 1996
}