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|  * Csce810Chapter2 Modeling * [[unl/Csce810Ch4Notes]]  | 
 * [[unl/Csce810Chapter2|Csce810Chapter2]] Modeling {{{ @MISC{SpamTRECTalk, author = {Gordan V. Cormack and Thomas R. Lynam}, title = {Presentation: Overview of the TREC 2005 Spam Track}, year = {2005}, howpublished = {http://plg.uwaterloo.ca/~gvcormac/trecspamtrack05/trecspam05talk.pdf}, } @MISC{SpamTrackEvaluationToolKit, author = {Thomas R. Lynam}, title = {TREC Spam Filter Evaluation Tool Kit}, year = {2005}, howpublished = {http://plg.uwaterloo.ca/~trlynam/spamjig/howto.html}, } @MISC{SpamCorpusCreation, author = {Gordan V. Cormack and Thomas R. Lynam}, title = {Spam Corpus Creation for TREC}, year = {2005}, howpublished = {http://www.ceas.cc/papers-2005/162.pdf}, } @MISC{SpamTRECOverview, author = {Gordan V. Cormack and Thomas R. Lynam}, title = {Overview of the TREC 2005 Spam Track}, year = 2005, howpublished = {http://plg.uwaterloo.ca/~gvcormac/trecspamtrack05/trecspam05paper.pdf}, } @INPROCEEDINGS{sahami98bayesian, author = {Mehran Sahami and Susan Dumais and David Heckerman and Eric Horvitz}, title = {A Bayesian Approach to Filtering Junk {E}-Mail}, booktitle = {Learning for Text Categorization: Papers from the 1998 Workshop}, publisher = {AAAI Technical Report WS-98-05}, address = {Madison, Wisconsin}, year = 1998, url = "citeseer.csail.mit.edu/sahami98bayesian.html" , } @INCOLLECTION{cohen96learning, author = {Cohen, W.W.}, title = {Learning to Classify {E}nglish Text with {ILP} Methods}, booktitle = {Advances in {I}nductive {L}ogic {P}rogramming}, publisher = {IOS Press}, editor = {De Raedt, L.}, pages = {124-143}, year = 1996, url = "citeseer.csail.mit.edu/cohen96learning.html" , } @INPROCEEDINGS{1099671, author = {Paul-Alexandru Chirita and J\&\#246;rg Diederich and Wolfgang Nejdl}, title = {MailRank: using ranking for spam detection}, booktitle = {CIKM '05: Proceedings of the 14th ACM international conference on Information and knowledge management}, year = 2005, isbn = {1-59593-140-6}, pages = {373--380}, location = {Bremen, Germany}, doi = {http://doi.acm.org/10.1145/1099554.1099671}, publisher = {ACM Press}, address = {New York, NY, USA}, } @ARTICLE{945157, author = {Eric Allman}, title = {Spam, Spam, Spam, Spam, Spam, the FTC, and Spam}, journal = {Queue}, volume = 1, number = 6, year = 2003, issn = {1542-7730}, pages = {62--69}, doi = {http://doi.acm.org/10.1145/945131.945157}, publisher = {ACM Press}, address = {New York, NY, USA}, } @MISC{IBMSpamHistory, author = {J. S. Kelly}, title = {A brief history of spam}, year = {2002}, howpublished = {http://www-128.ibm.com/developerworks/linux/library/l-spam/l-spam.html}, } @ARTICLE{NewScientist1994, AUTHOR = {Charles Arthur}, TITLE = {A Spammer in the Networks}, YEAR = {1994}, JOURNAL = {New Scientist}, number = {1952}, month = {November 19}, } @INPROCEEDINGS{1052678, author = {Jeremy Blosser and David Josephsen}, title = {Scalable Centralized Bayesian Spam Mitigation with Bogofilter}, booktitle = {LISA '04: Proceedings of the 18th USENIX conference on System administration}, year = 2004, pages = {1--20}, location = {Atlanta, GA}, publisher = {USENIX Association}, address = {Berkeley, CA, USA}, file = {H:\\unl\\CSCE810\\Final Project and Presentation\\blosser.pdf} } @MISC{PaulGraham2002, author = {Paul Graham}, title = {A Plan for Spam}, year = {2002}, howpublished = {Talk at MIT: http://www.paulgraham.com/spam.html}, } @ARTICLE{1039625, author = {Le Zhang and Jingbo Zhu and Tianshun Yao}, title = {An evaluation of statistical spam filtering techniques}, journal = {ACM Transactions on Asian Language Information Processing (TALIP)}, volume = 3, number = 4, year = 2004, issn = {1530-0226}, pages = {243--269}, doi = {http://0-doi.acm.org.library.unl.edu:80/10.1145/1039621.1039625}, publisher = {ACM Press}, address = {New York, NY, USA}, } @ARTICLE{1005337, author = {Herbert K. H. Lee and Merlise A. Clyde}, title = {Lossless Online Bayesian Bagging}, journal = {J. Mach. Learn. Res.}, volume = 5, year = 2004, issn = {1533-7928}, pages = {143--151}, publisher = {MIT Press}, address = {Cambridge, MA, USA}, } @ARTICLE{636752, author = {Richie Hindle}, title = {An introduction to the Spambayes project}, journal = {Linux J.}, volume = 2003, number = 107, year = 2003, issn = {1075-3583}, pages = 2, publisher = {Specialized Systems Consultants, Inc.}, address = {Seattle, WA, USA}, } @INPROCEEDINGS{1014066, author = {Nilesh Dalvi and Pedro Domingos and Mausam and Sumit Sanghai and Deepak Verma}, title = {Adversarial classification}, booktitle = {KDD '04: Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining}, year = 2004, isbn = {1-58113-888-9}, pages = {99--108}, location = {Seattle, WA, USA}, doi = {http://0-doi.acm.org.library.unl.edu:80/10.1145/1014052.1014066}, publisher = {ACM Press}, address = {New York, NY, USA}, } @ARTICLE{980243, author = {Meng Weng Wong}, title = {SPF overview}, journal = {Linux J.}, volume = 2004, number = 120, year = 2004, issn = {1075-3583}, pages = 2, publisher = {Specialized Systems Consultants, Inc.}, address = {Seattle, WA, USA}, } @ARTICLE{1105677, author = {Vipul Ved Prakash and Adam O'Donnell}, title = {Fighting spam with reputation systems}, journal = {Queue}, volume = 3, number = 9, year = 2005, issn = {1542-7730}, pages = {36--41}, doi = {http://0-doi.acm.org.library.unl.edu:80/10.1145/1105664.1105677}, publisher = {ACM Press}, address = {New York, NY, USA}, } @ARTICLE{280336, author = {Lorrie Faith Cranor and Brian A. LaMacchia}, title = {Spam!}, journal = {Commun. ACM}, volume = 41, number = 8, year = 1998, issn = {0001-0782}, pages = {74--83}, doi = {http://0-doi.acm.org.library.unl.edu:80/10.1145/280324.280336}, publisher = {ACM Press}, address = {New York, NY, USA}, } @INPROCEEDINGS{1028838, author = {Jaeyeon Jung and Emil Sit}, title = {An empirical study of spam traffic and the use of DNS black lists}, booktitle = {IMC '04: Proceedings of the 4th ACM SIGCOMM conference on Internet measurement}, year = 2004, isbn = {1-58113-821-0}, pages = {370--375}, location = {Taormina, Sicily, Italy}, doi = {http://0-doi.acm.org.library.unl.edu:80/10.1145/1028788.1028838}, publisher = {ACM Press}, address = {New York, NY, USA}, } @INPROCEEDINGS{963658, author = {Cormac O'Brien and Carl Vogel}, title = {Spam filters: bayes vs. chi-squared; letters vs. words}, booktitle = {ISICT '03: Proceedings of the 1st international symposium on Information and communication technologies}, year = 2003, pages = {291--296}, location = {Dublin, Ireland}, publisher = {Trinity College Dublin}, } @INPROCEEDINGS{delCastillo20051, author = {del Castillo, M. D. and Serrano, J. I.}, title = {An interactive hybrid system for identifying and filtering unsolicited email}, booktitle = {Web Intelligence, 2005. Proceedings. The 2005 IEEE/WIC/ACM International Conference on}, year = 2005, pages = {814--815}, } @INPROCEEDINGS{Lazzari20051, author = {Lazzari, L. and Mari, M. and Poggi, A.}, title = {CAFE - collaborative agents for filtering e-mails}, booktitle = {Enabling Technologies: Infrastructure for Collaborative Enterprise, 2005. 14th IEEE International Workshops on}, year = 2005, pages = {356--361}, } @MISC{canspam, author = {Unknown}, title = {The CAN-SPAM Act: Requirements for Commercial Emailers}, year = {2004}, howpublished = {http://www.ftc.gov/bcp/conline/pubs/buspubs/canspam.htm}, } @MISC{, author = {Conrad Burns and Ron Wyden}, title = {CAN-SPAM Act of 2003}, year = {2003}, howpublished = {http://frwebgate.access.gpo.gov/cgi-bin/getdoc.cgi?dbname=108_cong_bills&docid=f:s877enr.txt.pdf}, } }}}  | 
Information Retreival
Csce810Chapter2 Modeling
@MISC{SpamTRECTalk,
  author       = {Gordan V. Cormack and Thomas R. Lynam},
  title        = {Presentation: Overview of the TREC 2005 Spam Track},
  year         = {2005},
  howpublished = {http://plg.uwaterloo.ca/~gvcormac/trecspamtrack05/trecspam05talk.pdf},
}
@MISC{SpamTrackEvaluationToolKit,
  author       = {Thomas R. Lynam},
  title        = {TREC Spam Filter Evaluation Tool Kit},
  year         = {2005},
  howpublished = {http://plg.uwaterloo.ca/~trlynam/spamjig/howto.html},
}
@MISC{SpamCorpusCreation,
  author       = {Gordan V. Cormack and Thomas R. Lynam},
  title        = {Spam Corpus Creation for TREC},
  year         = {2005},
  howpublished = {http://www.ceas.cc/papers-2005/162.pdf},
}
@MISC{SpamTRECOverview,
  author       = {Gordan V. Cormack and Thomas R. Lynam},
  title        = {Overview of the TREC 2005 Spam Track},
  year         = 2005,
  howpublished = {http://plg.uwaterloo.ca/~gvcormac/trecspamtrack05/trecspam05paper.pdf},
}
@INPROCEEDINGS{sahami98bayesian,
  author       = {Mehran Sahami and Susan Dumais and David Heckerman and Eric Horvitz},
  title        = {A Bayesian Approach to Filtering Junk {E}-Mail},
  booktitle    = {Learning for Text Categorization: Papers from the 1998 Workshop},
  publisher    = {AAAI Technical Report WS-98-05},
  address      = {Madison, Wisconsin},
  year         = 1998,
  url          = "citeseer.csail.mit.edu/sahami98bayesian.html" ,
}
@INCOLLECTION{cohen96learning,
  author       = {Cohen, W.W.},
  title        = {Learning to Classify {E}nglish Text with {ILP} Methods},
  booktitle    = {Advances in {I}nductive {L}ogic {P}rogramming},
  publisher    = {IOS Press},
  editor       = {De Raedt, L.},
  pages        = {124-143},
  year         = 1996,
  url          = "citeseer.csail.mit.edu/cohen96learning.html" ,
}
@INPROCEEDINGS{1099671,
  author       = {Paul-Alexandru Chirita and J\&\#246;rg Diederich and Wolfgang Nejdl},
  title        = {MailRank: using ranking for spam detection},
  booktitle    = {CIKM '05: Proceedings of the 14th ACM international conference on Information and knowledge management},
  year         = 2005,
  isbn         = {1-59593-140-6},
  pages        = {373--380},
  location     = {Bremen, Germany},
  doi          = {http://doi.acm.org/10.1145/1099554.1099671},
  publisher    = {ACM Press},
  address      = {New York, NY, USA},
}
@ARTICLE{945157,
  author       = {Eric Allman},
  title        = {Spam, Spam, Spam, Spam, Spam, the FTC, and Spam},
  journal      = {Queue},
  volume       = 1,
  number       = 6,
  year         = 2003,
  issn         = {1542-7730},
  pages        = {62--69},
  doi          = {http://doi.acm.org/10.1145/945131.945157},
  publisher    = {ACM Press},
  address      = {New York, NY, USA},
}
@MISC{IBMSpamHistory,
  author       = {J. S. Kelly},
  title        = {A brief history of spam},
  year         = {2002},
  howpublished = {http://www-128.ibm.com/developerworks/linux/library/l-spam/l-spam.html},
}
@ARTICLE{NewScientist1994,
  AUTHOR       = {Charles Arthur},
  TITLE        = {A Spammer in the Networks},
  YEAR         = {1994},
  JOURNAL      = {New Scientist},
  number       = {1952},
  month        = {November 19},
}
@INPROCEEDINGS{1052678,
  author       = {Jeremy Blosser and David Josephsen},
  title        = {Scalable Centralized Bayesian Spam Mitigation with Bogofilter},
  booktitle    = {LISA '04: Proceedings of the 18th USENIX conference on System administration},
  year         = 2004,
  pages        = {1--20},
  location     = {Atlanta, GA},
  publisher    = {USENIX Association},
  address      = {Berkeley, CA, USA},
  file         = {H:\\unl\\CSCE810\\Final Project and Presentation\\blosser.pdf}
}
@MISC{PaulGraham2002,
  author       = {Paul Graham},
  title        = {A Plan for Spam},
  year         = {2002},
  howpublished = {Talk at MIT: http://www.paulgraham.com/spam.html},
}
@ARTICLE{1039625,
  author       = {Le Zhang and Jingbo Zhu and Tianshun Yao},
  title        = {An evaluation of statistical spam filtering techniques},
  journal      = {ACM Transactions on Asian Language Information Processing (TALIP)},
  volume       = 3,
  number       = 4,
  year         = 2004,
  issn         = {1530-0226},
  pages        = {243--269},
  doi          = {http://0-doi.acm.org.library.unl.edu:80/10.1145/1039621.1039625},
  publisher    = {ACM Press},
  address      = {New York, NY, USA},
}
@ARTICLE{1005337,
  author       = {Herbert K. H. Lee and Merlise A. Clyde},
  title        = {Lossless Online Bayesian Bagging},
  journal      = {J. Mach. Learn. Res.},
  volume       = 5,
  year         = 2004,
  issn         = {1533-7928},
  pages        = {143--151},
  publisher    = {MIT Press},
  address      = {Cambridge, MA, USA},
}
@ARTICLE{636752,
  author       = {Richie Hindle},
  title        = {An introduction to the Spambayes project},
  journal      = {Linux J.},
  volume       = 2003,
  number       = 107,
  year         = 2003,
  issn         = {1075-3583},
  pages        = 2,
  publisher    = {Specialized Systems Consultants, Inc.},
  address      = {Seattle, WA, USA},
}
@INPROCEEDINGS{1014066,
  author       = {Nilesh Dalvi and Pedro Domingos and  Mausam and Sumit Sanghai and Deepak Verma},
  title        = {Adversarial classification},
  booktitle    = {KDD '04: Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining},
  year         = 2004,
  isbn         = {1-58113-888-9},
  pages        = {99--108},
  location     = {Seattle, WA, USA},
  doi          = {http://0-doi.acm.org.library.unl.edu:80/10.1145/1014052.1014066},
  publisher    = {ACM Press},
  address      = {New York, NY, USA},
}
@ARTICLE{980243,
  author       = {Meng Weng Wong},
  title        = {SPF overview},
  journal      = {Linux J.},
  volume       = 2004,
  number       = 120,
  year         = 2004,
  issn         = {1075-3583},
  pages        = 2,
  publisher    = {Specialized Systems Consultants, Inc.},
  address      = {Seattle, WA, USA},
}
@ARTICLE{1105677,
  author       = {Vipul Ved Prakash and Adam O'Donnell},
  title        = {Fighting spam with reputation systems},
  journal      = {Queue},
  volume       = 3,
  number       = 9,
  year         = 2005,
  issn         = {1542-7730},
  pages        = {36--41},
  doi          = {http://0-doi.acm.org.library.unl.edu:80/10.1145/1105664.1105677},
  publisher    = {ACM Press},
  address      = {New York, NY, USA},
}
@ARTICLE{280336,
  author       = {Lorrie Faith Cranor and Brian A. LaMacchia},
  title        = {Spam!},
  journal      = {Commun. ACM},
  volume       = 41,
  number       = 8,
  year         = 1998,
  issn         = {0001-0782},
  pages        = {74--83},
  doi          = {http://0-doi.acm.org.library.unl.edu:80/10.1145/280324.280336},
  publisher    = {ACM Press},
  address      = {New York, NY, USA},
}
@INPROCEEDINGS{1028838,
  author       = {Jaeyeon Jung and Emil Sit},
  title        = {An empirical study of spam traffic and the use of DNS black lists},
  booktitle    = {IMC '04: Proceedings of the 4th ACM SIGCOMM conference on Internet measurement},
  year         = 2004,
  isbn         = {1-58113-821-0},
  pages        = {370--375},
  location     = {Taormina, Sicily, Italy},
  doi          = {http://0-doi.acm.org.library.unl.edu:80/10.1145/1028788.1028838},
  publisher    = {ACM Press},
  address      = {New York, NY, USA},
}
@INPROCEEDINGS{963658,
  author       = {Cormac O'Brien and Carl Vogel},
  title        = {Spam filters: bayes vs. chi-squared; letters vs. words},
  booktitle    = {ISICT '03: Proceedings of the 1st international symposium on Information and communication technologies},
  year         = 2003,
  pages        = {291--296},
  location     = {Dublin, Ireland},
  publisher    = {Trinity College Dublin},
}
@INPROCEEDINGS{delCastillo20051,
  author       = {del Castillo, M. D. and Serrano, J. I.},
  title        = {An interactive hybrid system for identifying and filtering unsolicited email},
  booktitle    = {Web Intelligence, 2005. Proceedings. The 2005 IEEE/WIC/ACM International Conference on},
  year         = 2005,
  pages        = {814--815},
}
@INPROCEEDINGS{Lazzari20051,
  author       = {Lazzari, L. and Mari, M. and Poggi, A.},
  title        = {CAFE - collaborative agents for filtering e-mails},
  booktitle    = {Enabling Technologies: Infrastructure for Collaborative Enterprise, 2005. 14th IEEE International Workshops on},
  year         = 2005,
  pages        = {356--361},
}
@MISC{canspam,
  author       = {Unknown},
  title        = {The CAN-SPAM Act: Requirements for Commercial Emailers},
  year         = {2004},
  howpublished = {http://www.ftc.gov/bcp/conline/pubs/buspubs/canspam.htm},
}
@MISC{,
  author       = {Conrad Burns and Ron Wyden},
  title        = {CAN-SPAM Act of 2003},
  year         = {2003},
  howpublished = {http://frwebgate.access.gpo.gov/cgi-bin/getdoc.cgi?dbname=108_cong_bills&docid=f:s877enr.txt.pdf},
}