text:
},
  year = {2016},
  author = {Ian Goodfellow and Yoshua Bengio and Aaron Courville},
  note = {\url{http://www.deeplearningbook.org}}
}

@INPROCEEDINGS{Goodman2004,
  author = {Joshua Goodman},
  title = {{IP} Addreses in Email Clients},
  booktitle = {Proceedings of The First Conference on Email and Anti-Spam},
  year = {2004},
  note = {Available: \url{http://research.microsoft.com/~joshuago/ipaddressesinclients-final.pdf}},
  keywords = {LISTS},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = { http://research.microsoft.com/~joshuago/ipaddressesinclients-final.pdf}
}

@INPROCEEDINGS{Goodman2003,
  author = {Joshua Goodman},
  title = {Fighting Spam in the Real World},
  booktitle = {Proceedings of the 2003 Spam Conference},
  year = {2003},
  month = {January},
  note = {Available: \url{http://www.research.microsoft.com/~joshuago/spamconferenceshort.ppt}},
  keywords = {GENERAL},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {http://www.research.microsoft.com/~joshuago/spamconferenceshort.ppt}
}

@ARTICLE{Goodman2004a,
  author = {Joshua Goodman and David Heckerman},
  title = {Stopping Spam with Statistics},
  journal = {Significance, the Magazine of the Royal Statistical Society},
  year = {2004},
  note = {To apear. Available: \url{http://research.microsoft.com/~joshuago/significance-spam_edited2-times.pdf}},
  keywords = {GENERAL},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = { http://research.microsoft.com/~joshuago/significance-spam_edited2-times.pdf}
}

@INPROCEEDINGS{Goodman2004b,
  author = {Joshua Goodman and Robert Rounthwaite},
  title = {Stopping Outgoing Spam},
  booktitle = {{ACM} Conference on E-Commerce},
  year = {2004},
  month = {May},
  note = {Available: \url{http://research.microsoft.com/~joshuago/outgoingspam-final-submit.pdf}},
  keywords = {POSTAGE},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = { http://research.microsoft.com/~joshuago/outgoingspam-final-submit.pdf}
}

@BOOK{goodman83:_fact_fiction_forec,
  title = {Fact, Fiction and Forecast},
  publisher = {Harvard University Press},
  year = {1983},
  author = {Goodman, N.},
  address = {Cambridge, MA},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@ARTICLE{gottlob:nonmon,
  author = {Georg Gottlob},
  title = {Complexity results for nonmonotonic logics},
  journal = {Journal of Logic and Computation},
  year = {1992},
  volume = {2},
  pages = {397--425},
  number = {3},
  month = {June},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@ARTICLE{gls:hypertrees,
  author = {Georg Gottlob and Nicola Leone and Francesco Scarcello},
  title = {Hypertree Decompositions and Tractable Queries},
  journal = {Journal of Computer and System Sciences},
  year = {2002},
  volume = {64},
  pages = {579--627},
  number = {3},
  month = {May},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@INCOLLECTION{Grunwald2005,
  author = {P. Gr\"unwald},
  title = {A Tutorial introduction to the minimum description length principle},
  booktitle = {Advances in Minimum Description Length: Theory and Applications},
  publisher = {MIT Press},
  year = {2005},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{Graham2003,
  author = {Paul Graham},
  title = {Better {B}ayesian Filtering},
  booktitle = {Proceedings of the 2003 Spam Conference},
  year = {2003},
  month = {Jan},
  note = {Available: \url{http://www.paulgraham.com/better.html}},
  howpublished = {Available: \url{http://www.paulgraham.com/better.html}},
  keywords = {BAYESIAN},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {http://www.paulgraham.com/better.html}
}

@INPROCEEDINGS{Graham2002,
  author = {Paul Graham},
  title = {A Plan for Spam},
  booktitle = {Reprinted in Paul Graham, Hackers and Painters, Big Ideas from the
	Computer Age, {O???Really}, 2004},
  year = {2002},
  note = {Available: \url{http://www.paulgraham.com/spam.html}},
  keywords = {BAYESIAN},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {http://www.paulgraham.com/spam.html}
}

@INPROCEEDINGS{Graham-Cumming2004,
  author = {John Graham-Cumming},
  title = {How to Beat a {B}ayesian Spam Filter},
  booktitle = {Proceedings of the Spam Conference},
  year = {2004},
  note = {Available: \url{http://www.jgc.org/SpamConference011604.pps}},
  keywords = {BAYESIAN},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {http://www.jgc.org/SpamConference011604.pps}
}

@INPROCEEDINGS{Graham-Cumming2003,
  author = {John Graham-Cumming},
  title = {The Spammers' Compendium},
  booktitle = {Proceedings of the Spam Conference},
  year = {2003},
  note = {Available: \url{http://popfile.sourceforge.net/SpamConference011703.pdf}},
  keywords = {BAYESIAN},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {http://popfile.sourceforge.net/SpamConference011703.pdf}
}

@ARTICLE{Gramacy2013,
  author = {Gramacy, R.B. and Jensen, S.T. and Taddy, M.},
  title = {Estimating player contribution in hockey with regularized logistic
	regression.},
  journal = {Journal of Quantitative Analysis in Sports},
  year = {2013},
  volume = {9},
  pages = {97-111},
  doi = {10.1515/jqas-2012-0001},
  file = {:/cs/oschulte/kdr4@oschulte/Subversion/texmf/Gramacy2013_Estimating player contribution in hockey with regularized logistic regression.pdf:PDF},
  keywords = {NHL, player contributions, ice hockey},
  owner = {kdr4},
  timestamp = {2013.12.06}
}

@INPROCEEDINGS{Gray2004,
  author = {Alan Gray and Mads Haahr},
  title = {Personalised, Collaborative Spam Filtering},
  booktitle = {Proceedings of the First Conference on Email and Anti-Spam (CEAS)},
  year = {2004},
  note = {Available: \url{http://www.ceas.cc/papers-2004/132.pdf}},
  keywords = {COLLABORATIVE},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {http://www.ceas.cc/papers-2004/132.pdf}
}

@BOOK{Greenwood1996,
  title = {A Guide to Chi-Squared Testing},
  publisher = {John Wiley and Sons, Inc},
  year = {1996},
  author = {P. E. Greenwood and M. S. Nikulin},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{Greiner1997,
  author = {R. Greiner and A. J. Grove and D. Schuurmans},
  title = {Learning {B}ayesian Nets that Perform Well.},
  booktitle = {UAI},
  year = {1997},
  pages = {198-207},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{Grossman2004,
  author = {Grossman, Daniel and Domingos, Pedro},
  title = {Learning {B}ayesian network classifiers by maximizing conditional
	likelihood},
  booktitle = {ICML},
  year = {2004},
  pages = {46},
  address = {New York, NY, USA},
  publisher = {ACM},
  doi = {http://doi.acm.org/10.1145/1015330.1015339},
  isbn = {1-58113-828-5},
  location = {Banff, Alberta, Canada}
}

@MISC{bib:durham,
  author = {Durham Database Group},
  title = {HEPbase},
  howpublished = {URL = http://durpdg.dur.ac.uk/hepdata/reac.html},
  year = {2007},
  owner = {oliverschulte},
  timestamp = {2008.12.30},
  url = {http://durpdg.dur.ac.uk/hepdata/reac.html}
}

@ARTICLE{data04:_review_partic_physic,
  author = {Particle Data Group},
  title = {The Review of Particle Physics},
  journal = {Phys. Lett. B},
  year = {2008},
  volume = {592},
  number = {1},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@ARTICLE{bib:grove,
  author = {A. Grove},
  title = {Two Modellings for Theory Change},
  journal = {Journal of Philosophical Logic},
  year = {1988},
  volume = {17},
  pages = {157-170},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@ARTICLE{Gruenhage2000,
  author = {G. Gruenhage and J.T. Moore},
  title = {Countable Toronto spaces},
  journal = {Fund. Math.},
  year = {2000},
  volume = {163},
  pages = {143-162},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@ARTICLE{Guazzelli2009,
  author = {Guazzelli, Alex and Zeller, Michael and Lin, Wen-Ching and Williams,
	Graham},
  title = {PMML: An open standard for sharing models},
  journal = {The R Journal},
  year = {2009},
  volume = {1},
  pages = {60--65},
  number = {1}
}

@ARTICLE{Gudmundsson2017Spatio,
  author = {Gudmundsson, Joachim and Horton, Michael},
  title = {{Spatio-Temporal Analysis of Team Sports}},
  journal = {ACM Comput. Surv.},
  year = {2017},
  volume = {50},
  pages = {22:1--22:34},
  number = {2},
  month = apr,
  acmid = {3054132},
  address = {New York, NY, USA},
  articleno = {22},
  doi = {10.1145/3054132},
  issn = {0360-0300},
  issue_date = {June 2017},
  keywords = {Trajectory, american football, basketball, data mining, football,
	handball, hockey, machine learning, network analysis, performance
	metrics, soccer, spatial subdivision, spatio-temporal data, sports
	analysis},
  numpages = {34},
  owner = {oschulte},
  publisher = {ACM},
  timestamp = {2018.06.02}
}

@INPROCEEDINGS{Gunawardana2011,
  author = {Gunawardana, Asela and Meek, Christopher and Xu, Puyang},
  title = {A model for temporal dependencies in event streams},
  booktitle = {Advances in Neural Information Processing Systems},
  year = {2011},
  pages = {1962--1970},
  file = {Gunawardana2011.pdf:Gunawardana2011.pdf:PDF},
  keywords = {sports}
}

@INPROCEEDINGS{MRDT-efficient,
  author = {Jing-Feng Guo and Jing Li and Wei-Feng Bian},
  title = {An Efficient Relational Decision Tree Classification Algorithm},
  booktitle = {ICNC},
  year = {2007},
  volume = {3},
  pages = {530-534},
  publisher = {IEEE Computer Society},
  file = {MRDT-efficient.pdf:MRDT-efficient.pdf:PDF},
  owner = {zqian},
  timestamp = {2012.12.11}
}

@BOOK{bib:garden,
  title = {Knowledge In Flux: Modeling the Dynamics of Epistemic States},
  publisher = {MIT Press},
  year = {1988},
  author = {Peter G{\"a}rdenfors},
  address = {Cambridge, Mass.},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@INPROCEEDINGS{G'omez-Hidalgo2002,
  author = {{Jos{\'e} Mar{\'{\i}}a} G{\'o}mez-Hidalgo and Manuel Ma{\~n}a-L{\'o}pez
	and Enrique {Puertas-Sanz}},
  title = {Evaluating Cost-Sensitive Unsolicited Bulk Email Categorization},
  booktitle = {Proceedings of {JADT}-02, 6th International Conference on the Statistical
	Analysis of Textual Data},
  year = {2002},
  address = {Madrid, ES},
  note = {Available: \url{http://www.esi.uem.es/~jmgomez/spam/report01a.pdf}},
  keywords = {BAYESIAN},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {http://www.esi.uem.es/~jmgomez/spam/report01a.pdf}
}

@INPROCEEDINGS{G'omez-Hidalgo2000,
  author = {{Jos{\'e} Mar{\'{\i}}a} G{\'o}mez-Hidalgo and Manuel {Ma{\~n}a-L{\'o}pez}
	and Enrique {Puertas-Sanz}},
  title = {Combining Text and Heuristics for Cost-Sensitive Spam Filtering},
  booktitle = {Proceedings of the Fourth Computational Natural Language Learning
	Workshop, CoNLL-2000},
  year = {2000},
  address = {Lisbon, Portugal},
  publisher = {Association for Computational Linguistics},
  note = {Available: \url{http://www.esi.uem.es/~jmgomez/papers/conll00.ps}},
  keywords = {BAYESIAN},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {http://www.esi.uem.es/~jmgomez/papers/conll00.ps}
}

@INPROCEEDINGS{G'omez-Hidalgo2002a,
  author = {{Jos{\'e} Mar{\'{\i}}a} {G{\'o}mez-Hidalgo}},
  title = {Evaluating Cost-Sensitive Unsolicited Bulk Email Categorization},
  booktitle = {Proceedings of SAC-02, 17th ACM Symposium on Applied Computing},
  year = {2002},
  pages = {615--620},
  address = {Madrid, ES},
  note = {Available: \url{http://www.esi.uem.es/~jmgomez/papers/report01a.pdf}},
  keywords = {BAYESIAN},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {http://www.esi.uem.es/~jmgomez/papers/report01a.pdf}
}

@ARTICLE{Hall2009,
  author = {Mark Hall and Eibe Frank and Geoffrey Holmes and Bernhard Pfahringer
	and Peter Reutemann and Ian H. Witten},
  title = {The WEKA data mining software: an update},
  journal = {SIGKDD Explorations},
  year = {2009},
  volume = {11},
  pages = {10-18},
  number = {1},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://doi.acm.org/10.1145/1656274.1656278}
}

@ARTICLE{Hall2,
  author = {M. Hall and E. Frank and G. Homes and B. Pfahringer and P. Reutemann
	and I. Witten},
  title = {The WEKA Data Mining Software: An Update. SIGKDD Explorations.},
  year = {2009},
  volume = {11},
  pages = {10-18},
  timestamp = {2009.06}
}

@ARTICLE{hall2009weka,
  author = {Hall, Mark and Frank, Eibe and others},
  title = {The WEKA data mining software: an update},
  journal = {ACM SIGKDD explorations newsletter},
  year = {2009},
  volume = {11},
  pages = {10--18},
  number = {1},
  publisher = {ACM}
}

@ARTICLE{Hall1998,
  author = {{R.J.} Hall},
  title = {How to Avoid Unwanted Email},
  journal = {Communications of the ACM},
  year = {1998},
  month = {March},
  note = {Available: \url{ftp://ftp.research.att.com/dist/hall/papers/agents/channels-long.ps}},
  keywords = {ADDRESS},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {ftp://ftp.research.att.com/dist/hall/papers/agents/channels-long.ps}
}

@INPROCEEDINGS{Hall1996,
  author = {{R.J.} Hall},
  title = {Channels: Avoiding Unwanted Electronic Mail},
  booktitle = {Proceedings of the {DIMACS} Symposium on Network Threats},
  year = {1996},
  note = {Available: \url{ftp://ftp.research.att.com/dist/hall/papers/agents/channels-long.ps}},
  keywords = {ADDRESS},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {ftp://ftp.research.att.com/dist/hall/papers/agents/channels-long.ps}
}

@BOOK{bib:halmos,
  title = {Measure Theory},
  publisher = {Springer},
  year = {1974},
  author = {P. Halmos},
  address = {New York},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@INPROCEEDINGS{Halpern2006,
  author = {Halpern, Joseph Y.},
  title = {From statistical knowledge bases to degrees of belief: an overview},
  booktitle = {PODS},
  year = {2006},
  pages = {110--113},
  publisher = {ACM},
  acmid = {1142367},
  file = {Halpern2006.pdf:Halpern2006.pdf:PDF},
  keywords = {degrees of belief, maximum entropy, principle of indifference, probabilistic
	databases, statistical databases, statistical information, statistical-relational},
  location = {Chicago, IL, USA},
  numpages = {4}
}

@ARTICLE{Halpern90,
  author = {Halpern, Joseph Y.},
  title = {An analysis of first-order logics of probability},
  journal = {Artificial Intelligence},
  year = {1990},
  volume = {46},
  pages = {311--350},
  number = {3},
  address = {Essex, UK},
  file = {Halpern90.pdf:Halpern90.pdf:PDF},
  keywords = {statistical-relational},
  publisher = {Elsevier Science Publishers Ltd.}
}

@INPROCEEDINGS{Hamilton2005,
  author = {Hamilton, H.J. and Karimi, K.},
  title = {The TIMERS II ALgorithm for the Discovery of Causality},
  booktitle = {Proceedings of 9th Pacific-Asia Conference on Knowledge Discovery
	and Data Mining (PAKDD 2005)},
  year = {2005},
  pages = {744-750},
  address = {Hanoi, Vietnam},
  month = {May},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@BOOK{Han2001,
  title = {Data Mining: Concepts and Techniques},
  publisher = {Morgan Kaufmann},
  year = {2001},
  author = {Han, J. and Kamber, M.},
  note = {HAN j2 01:1 1.Ex},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@ARTICLE{bib:hansson-ed,
  author = {S. O. Hansson},
  title = {Editorial: Belief Revision Theory Today},
  journal = {Journal of Logic, Language and Information},
  year = {1998},
  volume = {7},
  pages = {123-126},
  number = {2},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@ARTICLE{bib:hansson-base,
  author = {S. O. Hansson},
  title = {Changes of Disjunctively Closed Bases},
  journal = {Journal of Logic, Language and Information},
  year = {1993},
  volume = {2},
  pages = {225-284},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@INCOLLECTION{bib:harper2,
  author = {William L. Harper},
  title = {Rational Belief Change, Popper Functions and Counterfactuals},
  booktitle = {Foundations of Probability Theory, Statistical Inference, and Statistical
	Theories of Science},
  publisher = {Reidel},
  year = {1976},
  volume = {I},
  pages = {73-115},
  address = {Dordrecht},
  editors = {William L. Harper and Hooker},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@INPROCEEDINGS{bib:harper,
  author = {William L. Harper},
  title = {Rational Conceptual Change},
  booktitle = {Proceedings of the Meeting of the Philosophy of Science Association},
  year = {1975},
  volume = {2},
  pages = {462-494},
  address = {East Lansing, Mich.},
  publisher = {Philosophy of Science Association},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@ARTICLE{Hassler1991,
  author = {D. Hassler and M. Kearns and N. Littlestone and M. K. Warmuth},
  title = {Equivalence of models for polynomial learnability},
  journal = {Information and computation},
  year = {1991},
  volume = {95},
  pages = {129-161},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@ARTICLE{hausknecht2015deep,
  author = {Hausknecht, Matthew and Stone, Peter},
  title = {Deep recurrent {Q}-learning for partially observable {MDP}s},
  journal = {CoRR, abs/1507.06527},
  year = {2015}
}

@inproceedings{littlestone,
  author    = {Matthew J. Hausknecht and
               Peter Stone},
  title     = {Deep Recurrent {Q}-Learning for Partially Observable {MDP}s},
  booktitle = {{AAAI} Fall Symposia},
  pages     = {29--37},
  year      = {2015}
}

@ARTICLE{Hauskrecht2000,
  author = {Hauskrecht, Milos},
  title = {Value-function Approximations for Partially Observable Markov Decision
	Processes},
  journal = {Journal of Artificial Intelligence Research},
  year = {2000},
  volume = {13},
  pages = {33--94},
  number = {1},
  month = aug,
  acmid = {1622264},
  address = {USA},
  issn = {1076-9757},
  issue_date = {August 2000},
  numpages = {62},
  owner = {Kurt},
  publisher = {AI Access Foundation},
  timestamp = {2014.11.07},
  url = {http://dl.acm.org/citation.cfm?id=1622262.1622264}
}

@TECHREPORT{bib:hay-jensen,
  author = {Michael Hay and Andrew Fast and David Jensen},
  title = {Understanding the effects of search constraints on structure learning},
  institution = {U Mass. Amherst CS},
  year = {2007},
  number = {07-21},
  month = {April},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@ARTICLE{Heckathorn1997,
  author = {Heckathorn, D.D.},
  title = {Respondent-driven sampling: a new approach to the study of hidden
	populations},
  journal = {Social problems},
  year = {1997},
  pages = {174--199},
  file = {Heckathorn1997.pdf:Heckathorn1997.pdf:PDF},
  keywords = {statistical-relational},
  publisher = {JSTOR}
}

@INPROCEEDINGS{Heckerman1998,
  author = {D. Heckerman},
  title = {A tutorial on learning with {B}ayesian networks},
  booktitle = {NATO ASI on Learning in graphical models},
  year = {1998},
  pages = {301--354},
  file = {Heckerman1998.pdf:Heckerman1998.pdf:PDF},
  keywords = {{B}ayes Nets},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{HeckermanTutorial,
  author = {David Heckerman},
  title = {A tutorial on learning with {B}ayesian networks},
  booktitle = {Proceedings of the NATO Advanced Study Institute on Learning in graphical
	models},
  year = {1998},
  pages = {301--354},
  address = {Norwell, MA, USA},
  publisher = {Kluwer Academic Publishers},
  location = {Erice, Italy},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@TECHREPORT{Heckerman1995b,
  author = {David Heckerman and John S. Breese},
  title = {Causal Independence for Probability Assessment and Inference Using
	{B}ayesian Networks},
  institution = {IEEE Trans. on Systems, Man and Cybernetics},
  year = {1995},
  owner = {hkhosrav},
  timestamp = {2009.08.26}
}

@ARTICLE{Heckerman2000,
  author = {David Heckerman and David Maxwell Chickering and Christopher Meek
	and Robert Rounthwaite and Carl Kadie and Pack Kaelbling},
  title = {Dependency Networks for Inference, Collaborative Filtering, and Data
	Visualization},
  journal = {Journal of Machine Learning Research},
  year = {2000},
  volume = {1},
  pages = {49--75},
  file = {:D\:\\Hassan\\Subversion related\\references\\dependency network.pdf:PDF;Heckerman2000.pdf:Heckerman2000.pdf:PDF},
  owner = {hkhosrav},
  timestamp = {2009.05.11}
}

@INPROCEEDINGS{Heckerman1994,
  author = {D. Heckerman and D. Geiger and D. Chickering},
  title = {Learning {B}ayesian networks: The combination of knowledge and statistical
	data},
  booktitle = {Uncertainty in Artificial Intelligence},
  year = {1994},
  editor = {R. Lopez de Mantaras and D. Poole},
  volume = {10},
  pages = {293-301},
  address = {San Mateo, CA},
  publisher = {Morgan Kaufmann},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@ARTICLE{Heckerman1995,
  author = {D. Heckerman and D. Geiger and D. Chickering},
  title = {Learning {B}ayesian networks: The combination of knowledge and statistical
	data},
  journal = {Machine Learning},
  year = {1995},
  volume = {20},
  pages = {197--243},
  file = {:Heckerman1995:PDF},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@ARTICLE{MADlib_VLDB_2012,
  author = {Hellerstein, Joseph M. and R{\'e}, Christoper and Schoppmann, Florian
	and Wang, Daisy Zhe and Fratkin, Eugene and Gorajek, Aleksander and
	Ng, Kee Siong and Welton, Caleb and Feng, Xixuan and Li, Kun and
	Kumar, Arun},
  title = {The MADlib Analytics Library: Or MAD Skills, the SQL},
  journal = {PVLDB},
  year = {2012},
  volume = {5},
  pages = {1700--1711},
  number = {12},
  month = aug,
  acmid = {2367510},
  issn = {2150-8097},
  issue_date = {August 2012},
  numpages = {12},
  owner = {zqian},
  publisher = {VLDB Endowment},
  review = {higher level machine learning algorithms library (could cite the part,
	why databases?)},
  timestamp = {2013.11.25},
  url = {http://dl.acm.org/citation.cfm?id=2367502.2367510}
}

@ARTICLE{helmbold90:_learn_nested_differ_inter_closed_concep_class,
  author = {D. Helmbold and R. Sloan and M. Warmuth},
  title = {Learning Nested Differences of Intersection-Closed Concept Classes},
  journal = {Machine Learning},
  year = {1990},
  volume = {5},
  pages = {165-169},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@BOOK{bib:hempel,
  title = {Aspects of Scientific Explanation},
  publisher = {Free Press},
  year = {1965},
  author = {Carl Gustav Hempel},
  address = {New York},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@ARTICLE{bib:games,
  author = {H.J. van den Herik and H. Iida},
  title = {Foreword for Special Issue on Games Research},
  journal = {Theoretical Computer Science},
  year = {2001},
  volume = {252,1-2},
  pages = {1--3},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@ARTICLE{HernandezLeal2013956,
  author = {Pablo Hernandez-Leal and Jesus A. Gonzalez and Eduardo F. Morales
	and L. Enrique Sucar},
  title = {Learning temporal nodes Bayesian networks },
  journal = {International Journal of Approximate Reasoning },
  year = {2013},
  volume = {54},
  pages = {956 - 977},
  number = {8},
  month = {October},
  abstract = {Abstract Temporal Nodes Bayesian Networks (TNBNs) are an alternative
	to Dynamic Bayesian Networks for temporal reasoning with much simpler
	and efficient models in some domains. \{TNBNs\} are composed of temporal
	nodes, temporal intervals, and probabilistic dependencies. However,
	methods for learning this type of models from data have not yet been
	developed. In this paper, we propose a learning algorithm to obtain
	the structure and temporal intervals for \{TNBNs\} from data. The
	method consists of three phases: (i) obtain an initial approximation
	of the intervals, (ii) obtain a structure using a standard algorithm
	and (iii) refine the intervals for each temporal node based on a
	clustering algorithm. We evaluated the method with synthetic data
	from three different \{TNBNs\} of different sizes. Our method obtains
	the best score using a combined measure of interval quality and prediction
	accuracy, and a competitive structural quality with lower running
	times, compared to other related algorithms. We also present a real
	world application of the algorithm with data obtained from a combined
	cycle power plant in order to diagnose temporal faults.},
  doi = {http://dx.doi.org/10.1016/j.ijar.2013.02.011},
  file = {:Hernandez2013.pdf:PDF},
  issn = {0888-613X},
  keywords = {Bayesian networks},
  owner = {Kurt},
  timestamp = {2014.07.30},
  url = {http://www.sciencedirect.com/science/article/pii/S0888613X13000479}
}

@INPROCEEDINGS{Hershkof2004,
  author = {Shlomo Hershkof},
  title = {Behavior Based Spam Detection},
  booktitle = {Proceedings of the Spam Conference},
  year = {2004},
  note = {Available: \url{http://www1.cs.columbia.edu/~sh553/MITSPAM04/}},
  keywords = {TECHNICAL},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {http://www1.cs.columbia.edu/~sh553/MITSPAM04/}
}

@INPROCEEDINGS{Herskovits1990,
  author = {E. Herskovits and G. Cooper},
  title = {Kutato: An entropy-driven sys. for constr. of prob. expert systems
	from databases.},
  booktitle = {UAI},
  year = {1990},
  pages = {54--62},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{herskovits90:_kutat,
  author = {E. Herskovits and G. F. Cooper},
  title = {Kutato: An entropy-driven system for the construction of probabilistic
	expert systems from databases.},
  booktitle = {UAI'90},
  year = {1990},
  pages = {54--62},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@TECHREPORT{Herskovits1997,
  author = {E. H. Herskovits and A. P. Dagher},
  title = {Application of {B}ayesian Networks to Health Care},
  institution = {Noetic Systems Incorporated},
  year = {1997},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{Hill2007,
  author = {David J. Hill and Barbara S. Minsker and Eyal Amir},
  title = {Real-time bayesian anomaly detection for environmental sensor data},
  booktitle = {In 32nd Conference of IAHR, the International Association of Hydraulic
	Engineering \& Research},
  year = {2007},
  file = {:/local-scratch/SRiahi/Desktop/texmf/Hill2007.pdf:PDF}
}

@ARTICLE{hinton2015distilling,
  author = {Hinton, Geoffrey and Vinyals, Oriol and Dean, Jeff},
  title = {Distilling the knowledge in a neural network},
  journal = {arXiv preprint arXiv:1503.02531},
  year = {2015}
}

@INPROCEEDINGS{Hipp2011,
  author = {Adam Hipp and Lawrence Mazlack},
  title = {Mining Ice Hockey: Continuous Data Flow Analysis},
  booktitle = {IMMM 2011: The First International Conference on Advances in Information
	Mining and Management},
  year = {2011},
  editor = {Ulrich Norbisrath, University of Tartu, Estonia Pascal Lorenz, University
	of Haute Alsace, France},
  pages = {31-36},
  abstract = {Ice hockey is relatively under computationally analyzed. Possibly
	this is because ice hockey is a continuous flow game with relatively
	few major events (goal scoring) while most of the other games that
	have been data mined can be described as being a series of clearly
	bounded events. This work describes needs of data mining ice hockey
	statistics to quantify the contribution of individual hockey players
	to team success. Large databases of ice hockey statistics for the
	collegiate and professional levels can be accessed to perform this
	work. The goal is to use ice hockey statistics and computational
	methods to help make personnel decisions at both the coaching and
	franchise management levels. This type of work has the potential
	to encourage new avenues of sports statistics research, as well as
	statistical research and data mining, in general.},
  file = {:Hipp2011_Mining Ice Hockey Continuous Data Flow Analysis.pdf:PDF},
  keywords = {data mining; continuous flow analysis; ice hockey},
  owner = {Kurt},
  timestamp = {2013.12.02}
}

@INPROCEEDINGS{Hird2002,
  author = {S. Hird},
  title = {Technical Solutions for Controlling Spam},
  booktitle = {Proceedings of the Annual Meeting of the Australian {UNIX} and Open
	Systems User Group {(AUUG)}},
  year = {2002},
  note = {Available: \url{http://security.dstc.edu.au/papers/technical_spam.pdf}},
  keywords = {GENERAL},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {http://security.dstc.edu.au/papers/technical_spam.pdf}
}

@ARTICLE{Hirotsu2002,
  author = {Hirotsu, Nobuyoshi and Wright, Michael and others},
  title = {Using a Markov process model of an association football match to
	determine the optimal timing of substitution and tactical decisions},
  journal = {Journal of the Operational Research Society},
  year = {2002},
  volume = {53},
  pages = {88--96},
  number = {1},
  owner = {Kurt},
  publisher = {Palgrave Macmillan},
  timestamp = {2015.03.02}
}

@ARTICLE{Hodge2004,
  author = {Hodge, Victoria and Austin, Jim},
  title = {A Survey of Outlier Detection Methodologies},
  journal = {Artif. Intell. Rev.},
  year = {2004},
  volume = {22},
  pages = {85--126},
  number = {2},
  month = oct,
  acmid = {1028946},
  address = {Norwell, MA, USA},
  doi = {10.1023/B:AIRE.0000045502.10941.a9},
  file = {:/local-scratch/SRiahi/Desktop/texmf/Hodge2004.pdf:PDF},
  issn = {0269-2821},
  issue_date = {October 2004},
  keywords = {anomaly, detection, deviation, noise, novelty, outlier, recognition},
  numpages = {42},
  publisher = {Kluwer Academic Publishers},
  url = {http://dx.doi.org/10.1023/B:AIRE.0000045502.10941.a9}
}

@ARTICLE{Hoff2007,
  author = {P. D. Hoff},
  title = {Multiplicative latent factor models for description and prediction
	of social networks},
  journal = {Computational and Mathematical Organization Theory},
  year = {2007},
  file = {Hoff2007.pdf:Hoff2007.pdf:PDF},
  keywords = {statistical-relational},
  review = {succinct intro to latent factor models. Justifies the use of latent
	factors via de Finetti's exchangeability theorem, applied to matrices.
	Does not justify the particular linear form of the likelihood function
	given the latent factors.}
}

@INCOLLECTION{Hogben1970,
  author = {F.R.S. Lancelot Hogben},
  title = {Statistical Prudence and Statistical Inference},
  booktitle = {The Significance Test Controversy},
  publisher = {Aldine},
  year = {1970},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@BOOK{Hogg2005,
  title = {Introduction to mathematical statistics},
  publisher = {Pearson Education},
  year = {2005},
  author = {R. V. Hogg and J. W. McKean and A. T. Craig},
  edition = {6},
  key = {Upper Saddle River, N.J.},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@BOOK{bib:howson,
  title = {Scientific Reasoning: The {B}ayesian Approach},
  publisher = {Open Court},
  year = {1989},
  author = {Colin Howson and Peter Urbach},
  address = {La Salle, Ill.},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@ARTICLE{Hu2013,
  author = {Bo Hu and Mohsen Jamali and Martin Ester},
  title = {Spatio-Temporal Topic Modeling in Mobile Social Media for Location
	Recommendation},
  journal = {2013 IEEE 13th International Conference on Data Mining},
  year = {2013},
  volume = {0},
  pages = {1073-1078},
  address = {Los Alamitos, CA, USA},
  doi = {http://doi.ieeecomputersociety.org/10.1109/ICDM.2013.139},
  file = {:local-scratch/SRiahi/texmf/Hu2013.pdf:PDF},
  issn = {1550-4786},
  publisher = {IEEE Computer Society}
}

@ARTICLE{Hughes2012,
  author = {Hughes, Michael David and Caudrelier, Tim and James, Nic and Redwood-Brown,
	Athalie and Donnelly, Ian and Kirkbride, Anthony and Duschesne, Christophe},
  title = {Moneyball and soccer-an analysis of the key performance indicators
	of elite male soccer players by position},
  journal = {Journal of Human Sport and Exercise},
  year = {2012},
  volume = {7},
  pages = {402--412},
  number = {2},
  month = {June},
  doi = {10.4100/jhse.2012.72.06},
  file = {:Hughes2012.pdf:PDF},
  keywords = {MONEYBALL, SOCCER, KEY PERFORMANCE INDICATORS, ELITE MALE, POSITION},
  owner = {Kurt},
  publisher = {Universidad de Alicante. {\'A}rea de Educaci{\'o}n F{\'\i}sica y
	Deporte},
  timestamp = {2014.11.07},
  url = {http://hdl.handle.net/10045/23161}
}

@INPROCEEDINGS{Hulten2003,
  author = {Geoff Hulten and David Maxwell Chickering and David Heckerman},
  title = {Learning Bayesian Networks From Dependency Networks: A Preliminary
	Study},
  booktitle = {in Proceedings of the Ninth International Workshop on Artificial
	Intelligence and Statistics, Key West, FL},
  year = {2003},
  file = {Hulten2003.pdf:Hulten2003.pdf:PDF},
  keywords = {{B}ayes Nets}
}

@INPROCEEDINGS{Hulten2004a,
  author = {Geoff Hulten and Joshua Goodman},
  title = {Filtering Spam E-Mail on a Global Scale},
  booktitle = {Proceedings of the World Wide Web Conference},
  year = {2004},
  note = {Available: \url{http://research.microsoft.com/~joshuago/www2004-submission.pdf}},
  keywords = {GENERAL},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {http://research.microsoft.com/~joshuago/www2004-submission.pdf}
}

@INPROCEEDINGS{Hulten2004,
  author = {Geoff Hulten and Anthony Penta and Gopalakrishnan Seshadrinathan
	and Manav Mishra},
  title = {Trends in Spam Products and Methods},
  booktitle = {Proceedings of the First Conference on Email and Anti-Spam (CEAS)},
  year = {2004},
  note = {Available: \url{http://www.ceas.cc/papers-2004/165.pdf}},
  keywords = {BAYESIAN},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {http://www.ceas.cc/papers-2004/165.pdf}
}

@INPROCEEDINGS{Huynh2008,
  author = {Tuyen N. Huynh and Raymond J. Mooney},
  title = {Discriminative structure and parameter learning for Markov logic
	networks},
  booktitle = {ICML},
  year = {2008},
  volume = {307},
  pages = {416-423},
  publisher = {ACM},
  file = {:D\:\\Hassan\\Subversion related\\references\\Discriminative training of MLN.pdf:PDF}
}

@BOOK{III97,
  title = {Numerical linear algebra},
  publisher = {Society for Industrial and Applied Mathematics},
  year = {1997},
  author = {David Bau {III} and Lloyd N. Trefethen},
  address = {Philadelphia},
  isbn = {978-0-89871-361-9},
  keywords = {linear algebra}
}

@ARTICLE{ikonomovska2011learning,
  author = {Ikonomovska, Elena and Gama, Jo{\~a}o and D{\v{z}}eroski, Sa{\v{s}}o},
  title = {Learning model trees from evolving data streams},
  journal = {Data mining and knowledge discovery},
  year = {2011},
  volume = {23},
  pages = {128--168},
  number = {1},
  publisher = {Springer}
}

@PHDTHESIS{Inenaga2003,
  author = {Shunsuke Inenaga},
  title = {String Processing Algorithms},
  school = {Department of Informatics, Kyushu University},
  year = {2003},
  month = {March},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{Ioannidis2003,
  author = {J. Ioannidis},
  title = {Fighting Spam by Encapsulating Policy in Email Addresses},
  booktitle = {Proceedings of the Symposium of Network and Distributed Systems Security
	{(NDSS)}},
  year = {2003},
  address = {San Diego, California},
  month = {February},
  note = {Available: \url{http://www.isoc.org/isoc/conferences/ndss/03/proceedings/papers/1.pdf}},
  keywords = {ADDRESS},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = { http://www.isoc.org/isoc/conferences/ndss/03/proceedings/papers/1.pdf}
}

@ARTICLE{M5P1992,
  author = {J.R.QUINLAN},
  title = {Learning with Continuous Classes},
  journal = {World Scientific},
  year = {1992},
  pages = {343-348}
}

@TECHREPORT{Jaeger2014,
  author = {Herbert Jaeger},
  title = {Controlling Recurrent Neural Networks by Conceptors},
  institution = {Jacobs University Bremen, Germany},
  year = {March 2014},
  file = {:https\:/punch.cs.sfu.ca/svn/oschulte-srl/texmf/jeager-conceptors.pdf:PDF},
  owner = {csguestt},
  timestamp = {2014.08.14}
}

@CONFERENCE{Jaeger2007,
  author = {Manfred Jaeger},
  title = {Parameter learning for relational {B}ayesian networks},
  booktitle = {ICML},
  year = {2007},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@ARTICLE{Jain1998,
  author = {Sanjay Jain},
  title = {Learning with refutation},
  journal = {J. Comput. Syst. Sci.},
  year = {1998},
  volume = {57},
  pages = {356--365},
  number = {3},
  doi = {http://dx.doi.org/10.1006/jcss.1998.1591},
  issn = {0022-0000},
  owner = {hkhosrav},
  publisher = {Academic Press, Inc.},
  timestamp = {2008.10.08}
}

@ARTICLE{Jain2003,
  author = {Sanjay Jain and Efim Kinber and Christophe Papazian and Carl Smith
	and Rolf Wiehagen},
  title = {On the intrinsic complexity of learning recursive functions},
  journal = {Inf. Comput.},
  year = {2003},
  volume = {184},
  pages = {45--70},
  number = {1},
  doi = {http://dx.doi.org/10.1016/S0890-5401(03)00059-2},
  issn = {0890-5401},
  owner = {hkhosrav},
  publisher = {Academic Press, Inc.},
  timestamp = {2008.10.08}
}

@ARTICLE{Jain2001,
  author = {Sanjay Jain and Efim B. Kinber and Rolf Wiehagen},
  title = {Language Learning from Texts: Degrees of Intrinsic Complexity and
	Their Characterizations.},
  journal = {J. Comput. Syst. Sci.},
  year = {2001},
  volume = {63},
  pages = {305-354},
  number = {3},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://dx.doi.org/10.1006/jcss.2001.1759},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@BOOK{Jain1999a,
  title = {Systems That Learn},
  publisher = {M.I.T. Press},
  year = {1999},
  author = {S. Jain and D. Osherson and J. S. Royer and A. Sharma},
  edition = {2},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@ARTICLE{Jain2002,
  author = { S. Jain and A. Sharma},
  title = {Mind change complexity of learning logic programs},
  journal = {TCS},
  year = {2002},
  volume = {284(1)},
  pages = {143--160},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{Jain1999,
  author = {Sanjay Jain and Arun Sharma},
  title = {On a generalized notion of mistake bounds},
  booktitle = {Proceedings of the twelfth annual conference on Computational learning
	theory},
  year = {1999},
  pages = {249--256},
  publisher = {ACM Press},
  doi = {http://doi.acm.org/10.1145/307400.307450},
  isbn = {1-58113-167-4},
  location = {Santa Cruz, California, United States},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{Jain1996,
  author = {Sanjay Jain and Arun Sharma},
  title = {Elementary formal systems, intrinsic complexity, and procrastination},
  booktitle = {Proceedings of the ninth annual conference on Computational learning
	theory},
  year = {1996},
  pages = {181--192},
  publisher = {ACM Press},
  doi = {http://doi.acm.org/10.1145/238061.238093},
  isbn = {0-89791-811-8},
  location = {Desenzano del Garda, Italy},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@ARTICLE{Jain1996a,
  author = {S. Jain and A. Sharma},
  title = {The intrinsic complexity of language identification},
  journal = {J. Comput. Syst. Sci.},
  year = {1996},
  volume = {52},
  pages = {393--402},
  number = {3},
  doi = {http://dx.doi.org/10.1006/jcss.1996.0030},
  issn = {0022-0000},
  owner = {hkhosrav},
  publisher = {Academic Press, Inc.},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{Jain1995,
  author = {Sanjay Jain and Arun Sharma},
  title = {The structure of intrinsic complexity of learning},
  booktitle = {Proceedings of the Second European Conference on Computational Learning
	Theory},
  year = {1995},
  pages = {169-181},
  month = {March},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{Jamali2010,
  author = {Mohsen Jamali and Martin Ester},
  title = {A matrix factorization technique with trust propagation for recommendation
	in social networks},
  booktitle = {RecSys},
  year = {2010},
  pages = {135-142},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://doi.acm.org/10.1145/1864708.1864736},
  owner = {abozorgk},
  timestamp = {2012.02.05}
}

@BOOK{Winshares,
  title = {Win Shares},
  publisher = {STATS, Inc.},
  year = {2002},
  author = {Bill James and Jim Henzler}
}

@INCOLLECTION{james82:_will_to_believ,
  author = {James, W.},
  title = {The Will To Believe},
  booktitle = {Pragmatism},
  publisher = {Hackett},
  year = {1982},
  editor = {H.S. Thayer},
  address = {Indianapolis},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@INPROCEEDINGS{MCDB_SIGMOD_2008,
  author = {Ravi Jampani and Fei Xu and Mingxi Wu and Luis Leopoldo Perez and
	Christopher M. Jermaine and Peter J. Haas},
  title = {MCDB: a monte carlo approach to managing uncertain data},
  booktitle = {SIGMOD Conference},
  year = {2008},
  pages = {687-700},
  owner = {zqian},
  review = {initial attemp to design and prototype a MC-based system for managing
	uncertain data : probabilistic databae},
  timestamp = {2013.11.25}
}

@INPROCEEDINGS{Janakiram2006,
  author = {Janakiram, D. and Reddy, V. A. and Kumar, A. V. U. P.},
  title = {{Outlier Detection in Wireless Sensor Networks using Bayesian Belief
	Networks}},
  booktitle = {Proceedings of the 1st International Conference on Communication
	System Software and Middleware (Comsware), 2006},
  year = {2006},
  series = {Comsware '06},
  pages = {1--6},
  doi = {10.1109/comswa.2006.1665221},
  file = {:/local-scratch/SRiahi/Desktop/texmf/Janakiram2006.pdf:PDF},
  location = {New Delhi, India},
  posted-at = {2011-04-21 17:21:47},
  priority = {0},
  url = {http://dx.doi.org/10.1109/comswa.2006.1665221}
}

@ARTICLE{Jayanthan1992,
  author = {A. J. Jayanthan},
  title = {DERIVED LENGTH FOR ARBITRARY TOPOLOGICAL SPACES},
  journal = {International Journal of Mathematics and Mathematical Sciences},
  year = {1992},
  volume = {15},
  pages = {273-277},
  number = {2},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{DavidJensen2002,
  author = {David Jensen and Jennifer Neville},
  title = {Linkage and autocorrelation cause feature selection bias in relational
	learning (2002)},
  booktitle = {ICML},
  year = {2002},
  file = {:D\:\\Hassan\\Subversion related\\references\\jensen1.pdf:PDF},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{jensen-auto,
  author = {David Jensen and Jennifer Neville},
  title = {Linkage and autocorrelation cause feature selection bias in relational
	learning},
  booktitle = {ICML},
  year = {2002},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@CONFERENCE{Jensen2002a,
  author = {D. Jensen and J. Neville},
  title = {Data Mining in Social Networks},
  booktitle = {In National Academy of Sciences workshop on Dynamic Social Network
	Modeling and Analysis},
  year = {2002},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INCOLLECTION{Jensen2004,
  author = {David Jensen and Jennifer Neville and Brian Gallagher},
  title = {Why Collective Inference Improves Relational Classification},
  booktitle = {SIGKDD},
  publisher = {ACM Press},
  year = {2004},
  pages = {593-598},
  file = {:D\:\\Hassan\\Subversion related\\references\\collective inference.pdf:PDF},
  owner = {hkhosrav},
  timestamp = {2009.06.02}
}

@INPROCEEDINGS{Jensen2003,
  author = {David D. Jensen and Jennifer Neville and Michael Hay},
  title = {Avoiding Bias when Aggregating Relational Data with Degree Disparity},
  booktitle = {Proceedings of the Twentieth International Conference on Machine
	Learning},
  year = {2003},
  comment = {Editor: Tom Fawcett and Nina Mishra, Pages: 274--281, Address: Washington,
	DC, Month: August, Publisher: AAAI Press},
  file = {:D\:\\Kurt's Work\\Research\\Subversion\\texmf\\Jensen2003 - Avoiding Bias when Aggregating Relational Data with Degree Disparity.pdf:PDF},
  owner = {Kurt},
  timestamp = {2014.06.12}
}

@BOOK{Jensen2002,
  title = {{B}ayesian Networks and Decision Graphs},
  publisher = {Springer},
  year = {2002},
  author = {F. V. Jensen},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{Jiang1993,
  author = {Jiang, T. and Salomaa, A. and Salomaa, K. and Yu, S.},
  title = {Inclusion is undecidable for pattern languages},
  booktitle = {ICALP93},
  year = {1993},
  editor = {A. Lingas and R. Karlsson and S. Carlsson},
  volume = {700},
  series = {LNICS},
  pages = {301-312},
  key = {Jiang, Salomaa, Salomaa, and Yu 1993},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{johansson2014accurate,
  author = {Johansson, Ulf and S{\"o}nstr{\"o}d, Cecilia and K{\"o}nig, Rikard},
  title = {Accurate and interpretable regression trees using oracle coaching},
  booktitle = {Computational Intelligence and Data Mining (CIDM), 2014 IEEE Symposium
	on},
  year = {2014},
  pages = {194--201},
  organization = {IEEE}
}

@PHDTHESIS{John1997,
  author = {John, George Harrison},
  title = {Enhancements to the data mining process},
  year = {1997},
  address = {Stanford, CA, USA},
  order_no = {UMI Order No. GAX97-23376},
  owner = {hkhosrav},
  publisher = {Stanford University},
  timestamp = {2009.08.11}
}

@INPROCEEDINGS{jonsson2001automated,
  author = {Jonsson, Anders and Barto, Andrew G},
  title = {Automated state abstraction for options using the U-tree algorithm},
  booktitle = {Advances in neural information processing systems},
  year = {2001},
  pages = {1054--1060}
}

@ARTICLE{Jordan2004,
  author = {Jordan, Michael },
  title = {Graphical Models},
  journal = {Statistical Science (Special Issue on {B}ayesian Statistics)},
  year = {2004},
  volume = {19},
  pages = {140--155},
  citeulike-article-id = {1306026},
  keywords = {bayesian\_network, graphical\_models},
  owner = {hkhosrav},
  posted-at = {2008-06-04 14:49:24},
  priority = {2},
  timestamp = {2009.08.26},
  url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.61.4944}
}

@ARTICLE{Joseph:2006:PFR:1222216.1222263,
  author = {Joseph, A. and Fenton, N. E. and Neil, M.},
  title = {Predicting football results using Bayesian nets and other machine
	learning techniques},
  journal = {Know.-Based Syst.},
  year = {2006},
  volume = {19},
  pages = {544--553},
  number = {7},
  month = nov,
  acmid = {1222263},
  address = {Amsterdam, The Netherlands, The Netherlands},
  issn = {0950-7051},
  issue_date = {November, 2006},
  keywords = {Bayesian nets, Football, Machine learning},
  numpages = {10},
  publisher = {Elsevier Science Publishers B. V.}
}

@MISC{Joyce,
  author = {Eric Joyce and Cameron Lawrence},
  title = {Blending Old and New: How the Florida Panthers Try to Predict Future
	Performance at the NHL Entry Draft},
  year = {2017},
  booktitle = {MIT sloan Sports Analytics Conference}
}

@ARTICLE{juhl97:_objec_reliab_subjec_probab,
  author = {Juhl, C. },
  title = {Objectively Reliable Subjective Probabilities},
  journal = {Synthese},
  year = {1997},
  volume = {109},
  pages = {293-309},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@ARTICLE{Kaelbling1996,
  author = {Kaelbling, Leslie Pack and Littman, Michael L and Moore, Andrew W},
  title = {Reinforcement learning: A survey},
  journal = {Journal of artificial intelligence research},
  year = {1996},
  pages = {237--285},
  file = {Kaelbling1996.pdf:Kaelbling1996.pdf:PDF}
}

@BOOK{Kallenberg2002,
  title = {Foundations of Modern Probability },
  publisher = {Springer},
  year = {2002},
  author = {O. Kallenberg},
  edition = {2},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@ARTICLE{kane86:_princ_reason,
  author = {Richard Kane},
  title = {Principles of Reason},
  journal = {Erkenntnis},
  year = {1986},
  volume = {24},
  pages = {115-36},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@INPROCEEDINGS{bib:local-markov,
  author = {C. Kang and J. Tian},
  title = {Local Markov Property for Models Satisfying Composition Axiom},
  booktitle = {UAI},
  year = {2005},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@ARTICLE{bib:ortho,
  author = {Ravindran Kannan and Achim Bachem},
  title = {Polynomial algorithms for computing the Smith and Hermite normal
	forms of an integer matrix},
  journal = {SIAM Journal of Computing},
  year = {1979},
  volume = {8(4)},
  pages = {499--507},
  keywords = {linear algebra},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@BOOK{Kannan1981,
  title = {Ordinal invariants in topology},
  publisher = {American Mathematical Society},
  year = {1981},
  author = {V. Kannan},
  number = {32},
  series = {Memoirs of the American Mathematical Society Series},
  month = {January},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@ARTICLE{Kaplan2014,
  author = {E.H. Kaplan and K. Masri and J.T. Ryan},
  title = {A {Markov} Game Model for hockey: Manpower Differential and Win Probability
	Added},
  journal = {INFOR: Information Systems and Operational Research},
  year = {2014},
  volume = {52},
  pages = {39-50},
  number = {2}
}

@ARTICLE{kaplan,
  author = {Kaplan, Edward H and Mongeon, Kevin and Ryan, John T},
  title = {A {Markov} model for hockey: Manpower differential and win probability
	added},
  journal = {INFOR: Information Systems and Operational Research},
  year = {2014},
  volume = {52},
  pages = {39--50},
  number = {2},
  publisher = {Taylor \& Francis}
}

@PHDTHESIS{Karimi2005,
  author = {K. Karimi},
  title = {Discovery of Causality and Acausality from Temporal Sequential Data},
  school = {University of Regina},
  year = {2005},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{Karimi2003a,
  author = {Karimi, K. and Hamilton, H.J.},
  title = {Distinguishing Causal and Acausal Temporal Relations},
  booktitle = {Proceedings of the Seventh Pacific-Asia Conference on Knowledge Discovery
	and Data Mining (PAKDD'2003)},
  year = {2003},
  pages = {234-240},
  address = {Seoul, South Korea},
  month = {April/May},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{Karimi2003,
  author = {K. Karimi and Howard J. Hamilton},
  title = {Discovering Temporal/Causal Rules: A Comparison of Methods.},
  booktitle = {Canadian Conference on AI},
  year = {2003},
  pages = {175-189},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://link.springer.de/link/service/series/0558/bibs/2671/26710175.htm},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{bib:update-pub,
  author = {H. Katsuno and A. O. Mendelzon},
  title = {On the Difference Between Updating a Knowledge Base and Revising
	It},
  booktitle = {Proceedings of the Second International Conference on Principles
	of Knowledge Representation and Reasoning},
  year = {1991},
  pages = {387-394},
  address = {Los Altos, CA},
  publisher = {Morgan Kaufmann Publishers},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@UNPUBLISHED{Kelleher2004,
  author = {Daniel Kelleher},
  title = {Spam Filtering Using Contextual Network Graphs},
  note = {Final Year Project in Computational Linguistics, Department of Computer
	Science, University of Dublin, (Trinity College), supervised by Dr.
	Padraig Cunningham, course 2003--04. Available: \url{http://www.cs.tcd.ie/courses/csll/dkellehe0304.pdf}},
  year = {2004},
  keywords = {BAYESIAN},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {http://www.cs.tcd.ie/courses/csll/dkellehe0304.pdf}
}

@ARTICLE{Kelly2004,
  author = {K. Kelly},
  title = {Justification as Truth-Finding Efficiency: How Ockham's Razor Works},
  journal = {Minds and Machines},
  year = {2004},
  volume = {14},
  pages = {485-505},
  number = {4},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@UNPUBLISHED{Kelly2003,
  author = {Kevin Kelly},
  title = {A Close Shave with Realism: Ockham's Razor Derived from Efficient
	Convergence},
  note = {Completed Manuscript, available at http://www.andrew.cmu.edu/user/kk3n/kelly/ockham.pdf},
  year = {2003},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{Kelly2002,
  author = {K. Kelly},
  title = {Efficient Convergence Implies {O}ckham's {R}azor},
  booktitle = {Proceedings of the 2002 International Workshop on Computation Models
	of Scientific Reasoning and Applications},
  year = {2002},
  pages = {24-27},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@ARTICLE{bib:kev-iter,
  author = {K. Kelly},
  title = {Iterated Belief Revision, Reliability, and Inductive Amnesia},
  journal = {Erkenntnis},
  year = {1999},
  volume = {50},
  pages = {11-58},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@BOOK{Kelly1996,
  title = {The Logic of Reliable Inquiry},
  publisher = {Oxford University Press},
  year = {1996},
  author = {K. Kelly},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{bib:hume-paper,
  author = {K. Kelly and O. Schulte},
  title = {{C}hurch's Thesis and {H}ume's Problem},
  booktitle = {Proceedings of the IX International Joint Congress for Logic, Methodology
	and the Philosophy of Science},
  year = {1995},
  pages = {159--177},
  address = {Dordrecht},
  publisher = {Kluwer},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@PROCEEDINGS{Schulte1995o,
  title = {Church's Thesis and Hume's Problem},
  year = {1995},
  series = {Proceedings of the XII Joint International Congress for Logic},
  author = {Kevin Kelly and Oliver Schulte},
  booktitle = {Methodology and the Philosophy of Science}
}

@INPROCEEDINGS{bib:garden-paper,
  author = {K. Kelly and O. Schulte and V. Hendricks},
  title = {Reliable Belief Revision},
  booktitle = {Proceedings of the IX International Joint Congress for Logic, Methodology
	and the Philosophy of Science},
  year = {1995},
  pages = {383--398},
  address = {Dordrecht},
  publisher = {Kluwer},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@INCOLLECTION{bib:kev-causal,
  author = {Kevin T. Kelly},
  title = {Why Probability Does Not Capture the Logic of Scientific Justification,
	in Christopher Hitchcock, ed., , , 2004.},
  booktitle = {Contemporary Debates in the Philosophy of Science},
  publisher = {London: Blackwell},
  year = {2004},
  editor = {Christopher Hitchcock},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@INPROCEEDINGS{kelly05:_simpl_truth_unend_game_scien,
  author = {Kevin T. Kelly},
  title = {Simplicity, Truth and the Unending Game of Science},
  booktitle = {Foundations of the Formal Sciences V},
  year = {2005},
  note = {In Press},
  owner = {oliverschulte},
  timestamp = {2008.12.30},
  url = {http://www.phil.cmu.edu/faculty/kelly/home/papers/bonn5.pdf}
}

@UNPUBLISHED{Kelly2001,
  author = {Kevin T. Kelly},
  title = {A Close Shave with Realism: Ockham's Razor Deduced from Efficient
	Convergence},
  note = {completed manuscript},
  year = {2001},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@ARTICLE{bib:kev-bjps,
  author = {Kevin T. Kelly},
  title = {The Logic of Success},
  journal = {The British Journal for the Philosophy of Science},
  year = {2000},
  volume = {51},
  pages = {639--666},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@INPROCEEDINGS{Kelly2010,
  author = {Kevin T. Kelly and Conor Mayo-Wilson},
  title = {Causal Conclusions that Flip Repeatedly and Their Justification},
  booktitle = {UAI},
  year = {2010},
  pages = {277-285},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://uai.sis.pitt.edu/displayArticleDetails.jsp?mmnu=1{\&}smnu=2{\&}article_id=2121{\&}proceeding_id=26}
}

@ARTICLE{bib:philsci,
  author = {Kevin T. Kelly and Oliver Schulte and Cory Juhl},
  title = {Learning Theory and the Philosophy of Science},
  journal = {Philosophy of Science},
  year = {1997},
  volume = {64},
  pages = {245-267},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@INPROCEEDINGS{Kennes1990,
  author = {Robert Kennes and Philippe Smets},
  title = {Computational aspects of the {M\"obius} transformation},
  booktitle = {UAI},
  year = {1990},
  pages = {401-416},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://uai.sis.pitt.edu/displayArticleDetails.jsp?mmnu=1{\&}smnu=2{\&}article_id=1927{\&}proceeding_id=1006},
  file = {Kennes1990.pdf:Kennes1990.pdf:PDF},
  keywords = {statistical-relational}
}

@ARTICLE{Kent1983,
  author = {Kent, William},
  title = {A simple guide to five normal forms in relational database theory},
  journal = {Commun. ACM},
  year = {1983},
  volume = {26},
  pages = {120--125},
  number = {2},
  address = {New York, NY, USA},
  doi = {http://doi.acm.org/10.1145/358024.358054},
  issn = {0001-0782},
  publisher = {ACM},
  review = {reviews normal forms in data bases}
}

@MISC{bib:kersting-page,
  author = {Kristian Kersting},
  title = {Probabilistic-Logical Model Repository},
  note = {URL = \url{http://www.informatik.uni-freiburg.de/~kersting/plmr/}},
  keywords = {statistical-relational},
  owner = {oliverschulte},
  timestamp = {2009.10.02}
}

@BOOK{bib:keynes,
  title = {A Treatise on Probability},
  publisher = {Macmillan},
  year = {1921},
  author = {J. M. Keynes},
  address = {London},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@INPROCEEDINGS{Khademi2018,
  author = {Khademi, Mahmoud and Schulte, Oliver},
  title = {Image Caption Generation With Hierarchical Contextual Visual Spatial
	Attention},
  booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
	Workshops},
  year = {2018},
  month = {June}
}

@INPROCEEDINGS{Khosravi2013,
  author = {Hassan Khosravi},
  title = {Fast Parameter Learning for Markov Logic Networks Using Bayes Nets},
  booktitle = {ILP'12 (to appear)},
  year = {2013},
  owner = {oschulte},
  timestamp = {2013.01.31}
}

@INPROCEEDINGS{HassanKhosravi2013,
  author = {Hassan Khosravi and Ali Bozorgkhan and Oliver Schulte},
  title = {Transaction-Based Link Strength Prediction in an On-Line Social Network},
  booktitle = {IEEE SSCI Symposium on Computational Intelligence},
  year = {2013},
  pages = {191-198},
  owner = {oschulte},
  timestamp = {2013.01.14}
}

@MISC{bib:jbnsite,
  author = {H. Khosravi and T. Man and J. Hu and E. Gao and O. Schulte},
  title = {Learn and Join Algorithm Code.},
  note = {\url{http://www.cs.sfu.ca/~oschulte/jbn/}},
  keywords = {statistical-relational},
  owner = {oliverschulte},
  timestamp = {2009.10.02}
}

@CONFERENCE{Khosravi2009,
  author = {Hassan Khosravi and Oliver Schulte and Bahareh Bina},
  title = {Virtual Joins With Nonexistent Links},
  year = {2009},
  organization = {19th Conference on Inductive Logic Programming (ILP)},
  note = {URL = \url{http://www.cs.kuleuven.be/~dtai/ilp-mlg-srl/papers/ILP09-39.pdf}},
  file = {Khosravi2009.pdf:Khosravi2009.pdf:PDF},
  keywords = {statistical-relational, oliver, digging},
  owner = {oschulte},
  timestamp = {2009.06.30},
  url = {http://www.cs.kuleuven.be/~dtai/ilp-mlg-srl/papers/ILP09-39.pdf}
}

@ARTICLE{Khosravi2012a,
  author = {Hassan Khosravi and Oliver Schulte and Jianfeng Hu and Tianxing Gao},
  title = {Learning Compact {Markov} Logic Networks With Decision Trees},
  journal = {Machine Learning},
  year = {2012},
  volume = {89},
  pages = {257-277},
  number = {3},
  owner = {oliverschulte},
  timestamp = {2012.01.06}
}

@INPROCEEDINGS{Khosravi2012,
  author = {Hassan Khosravi and Oliver Schulte and Jianfeng Hu and Tianxing Gao},
  title = {Learning Compact Markov Logic Networks With Decision Trees},
  booktitle = {ILP},
  year = {2011},
  volume = {7207},
  series = {Springer LNAI},
  pages = {21-26},
  owner = {oliverschulte},
  timestamp = {2012.01.06}
}

@INPROCEEDINGS{Khosravi2010,
  author = {Hassan Khosravi and Oliver Schulte and Tong Man and Xiaoyuan Xu and
	Bahareh Bina},
  title = {Structure Learning for {Markov} Logic Networks with Many Descriptive
	Attributes},
  booktitle = {AAAI},
  year = {2010},
  pages = {487-493},
  file = {Khosravi2010.pdf:Khosravi2010.pdf:PDF},
  owner = {oliverschulte},
  timestamp = {2010.06.07}
}

@INPROCEEDINGS{Khot2011,
  author = {Tushar Khot and Sriraam Natarajan and Kristian Kersting and Jude
	W. Shavlik},
  title = {Learning {Markov} Logic Networks via Functional Gradient Boosting},
  booktitle = {ICDM},
  year = {2011},
  pages = {320-329},
  publisher = {IEEE Computer Society},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://doi.ieeecomputersociety.org/10.1109/ICDM.2011.87},
  keywords = {statistical-relational}
}

@INPROCEEDINGS{Khot2014,
  author = {Tushar Khot and Sriraam Natarajan and Jude W. Shavlik},
  title = {Relational One-Class Classification: {A} Non-Parametric Approach},
  booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial
	Intelligence, July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec,
	Canada.},
  year = {2014},
  pages = {2453--2459},
  bibsource = {dblp computer science bibliography, http://dblp.org},
  biburl = {http://dblp.uni-trier.de/rec/bib/conf/aaai/KhotNS14},
  owner = {oschulte},
  timestamp = {Thu, 31 Jul 2014 09:00:19 +0200},
  url = {http://www.aaai.org/ocs/index.php/AAAI/AAAI14/paper/view/8578}
}

@MISC{Khot2013,
  author = {Tushar Khot and Jude Shavlik and Sriraam Natarajan},
  title = {Boostr},
  year = {2013},
  note = {URL = \url{http://pages.cs.wisc.edu/~tushar/Boostr/}},
  keywords = {statistical-relational},
  owner = {oliverschulte},
  timestamp = {2009.10.02}
}

@ARTICLE{Kimmig2014,
  author = {Kimmig, Angelika and Mihalkova, Lilyana and Getoor, Lise},
  title = {Lifted graphical models: a survey},
  journal = {Machine Learning},
  year = {2014},
  pages = {1--45},
  file = {:/Users/olivernew/Documents/svn-projects/punch-srl/texmf/Kimmig2014.pdf:PDF},
  publisher = {Springer}
}

@ARTICLE{kingma2014adam,
  author = {Kingma, Diederik and Ba, Jimmy},
  title = {Adam: A method for stochastic optimization},
  journal = {arXiv preprint arXiv:1412.6980},
  year = {2014}
}

@BOOK{bib:sem-intro,
  title = {Principles and practice of structural equation modeling},
  publisher = {Guilford},
  year = {1998},
  author = {R.B. Klein},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@BOOK{Kloks1994,
  title = {Treewidth},
  publisher = {Springer-Verlag},
  year = {1994},
  author = {T. Kloks},
  number = {842},
  series = {LNCS},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@ARTICLE{Klug1982,
  author = {Anthony C. Klug},
  title = {Equivalence of Relational Algebra and Relational Calculus Query Languages
	Having Aggregate Functions},
  journal = {J. ACM},
  year = {1982},
  volume = {29},
  pages = {699-717},
  number = {3},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {db/journals/jacm/Klug82.html, http://doi.acm.org/10.1145/322326.322332}
}

@ARTICLE{Kneeland2014,
  author = {Kneeland, Aaron T},
  title = {Man Games Lost in the NHL: A Correlation between Travel, Rest Periods
	and Injuries in the National Hockey League},
  year = {2014},
  file = {:Kneeland2014.pdf:PDF},
  owner = {Kurt},
  timestamp = {2015.01.25}
}

@INCOLLECTION{Knobbe2011,
  author = {Knobbe, A and Feelders, A and Leman, D},
  title = {Exceptional Model Mining},
  booktitle = {Data Mining: Foundations and Intelligent Paradigms.},
  publisher = {Springer Verlag, Heidelberg, Germany},
  year = {2011},
  volume = {2},
  owner = {oschulte},
  timestamp = {2017.01.05}
}

@BOOK{Knobbe2006,
  title = {Multi-relational data mining},
  publisher = {Ios Press},
  year = {2006},
  author = {Knobbe, Arno J},
  volume = {145},
  owner = {oschulte},
  timestamp = {2016.04.13}
}

@INPROCEEDINGS{knox2012reinforcement,
  author = {Knox, W Bradley and Stone, Peter},
  title = {Reinforcement learning from simultaneous human and MDP reward},
  booktitle = {Proceedings of the 11th International Conference on Autonomous Agents
	and Multiagent Systems-Volume 1},
  year = {2012},
  pages = {475--482},
  organization = {International Foundation for Autonomous Agents and Multiagent Systems}
}

@ARTICLE{Kocabas1991,
  author = {S. Kocabas},
  title = {Conflict Resolution as Discovery in Particle Physics},
  journal = {Machine Learning},
  year = {1991},
  volume = {6},
  pages = {277--309},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{Koh2008,
  author = {Koh, Judice LY and Lee, Mong Li and Hsu, Wynne and Ang, Wee Tiong},
  title = {Correlation-based attribute outlier detection in XML},
  booktitle = {Data Engineering, 2008. ICDE 2008. IEEE 24th International Conference
	on},
  year = {2008},
  pages = {1522--1524},
  organization = {IEEE}
}

@INPROCEEDINGS{Koh2005,
  author = {Koh, Yun Sing and Rountree, Nathan},
  title = {Finding Sporadic Rules Using Apriori-inverse},
  booktitle = {Proceedings of the 9th Pacific-Asia Conference on Advances in Knowledge
	Discovery and Data Mining},
  year = {2005},
  series = {PAKDD'05},
  pages = {97--106},
  address = {Berlin, Heidelberg},
  publisher = {Springer-Verlag},
  acmid = {2140847},
  doi = {10.1007/11430919_13},
  file = {:/local-scratch/SRiahi/Desktop/texmf/koh2005.pdf:PDF},
  isbn = {3-540-26076-5, 978-3-540-26076-9},
  location = {Hanoi, Vietnam},
  numpages = {10},
  url = {http://dx.doi.org/10.1007/11430919_13}
}

@INPROCEEDINGS{Kohavi1996,
  author = {Ron Kohavi},
  title = {Scaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree
	Hybrid},
  booktitle = {KDD},
  year = {1996},
  pages = {202-207},
  publisher = {AAAI Press},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@INPROCEEDINGS{Kok2010,
  author = {Stanley Kok and Pedro Domingos},
  title = {Learning {Markov} Logic Networks Using Structural Motifs},
  booktitle = {ICML},
  year = {2010},
  pages = {551-558},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://www.icml2010.org/papers/502.pdf},
  file = {Kok2010.pdf:Kok2010.pdf:PDF},
  keywords = {statistical-relational},
  review = {search for 'motivs' - connected literals - is kind of like using decision
	trees: you search for local subfamilies, then you look more closely
	at clauses. They search for literals though, we search for functor
	nodes. they cheat on their experiments: for each query, they relearn
	the weights to optimize for the query variable in question they note
	that producing rules that are way too short is typical for MLN learning
	because of the need to computationally constrain the search space.}
}

@INPROCEEDINGS{Kok2009,
  author = {Stanley Kok and Pedro Domingos},
  title = {Learning Markov logic network structure via hypergraph lifting},
  booktitle = {ICML},
  year = {2009},
  pages = {64-71},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://doi.acm.org/10.1145/1553374.1553440}
}

@INPROCEEDINGS{Kok2007,
  author = {Stanley Kok and Pedro Domingos},
  title = {Statistical predicate invention},
  booktitle = {ICML},
  year = {2007},
  pages = {433-440},
  publisher = {ACM},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://doi.acm.org/10.1145/1273496.1273551}
}

@TECHREPORT{Kok2009a,
  author = {Stanley Kok and M. Summer and Matthew Richardson and Parag Singla
	and H. Poon and D. Lowd and J. Wang and Pedro Domingos},
  title = {The {Alchemy} system for statistical relational {AI}},
  institution = {University of Washington.},
  year = {2009},
  note = {Version 30.},
  owner = {hkhosrav},
  timestamp = {2010.01.12}
}

@INPROCEEDINGS{Kolcz2001,
  author = {Aleksander Kolcz and Joshua Alspector},
  title = {{SVM}-based Filtering of E-mail Spam with Content-specific Misclassification
	Costs},
  booktitle = {Proceedings of the TextDM'01 Workshop on Text Mining - held at the
	2001 IEEE International Conference on Data Mining},
  year = {2001},
  note = {Available: \url{http://www-ai.ijs.si/DunjaMladenic/TextDM01/papers/Kolcz_TM.pdf}},
  abstract = {We address the problem of separating legitimate emails from uncolicited
	ones in the context of a large-scale operation, where the diversity
	of user accounts is very high, while misclassification costs are
	content-dependent and highly asymmetric. A category specific cost
	model is proposed and several effective methods of training a cost
	sensitive filter are studied, using a Support Vector Machine (SVM)
	as the base classifier. Clear benefits of explictly accounting for
	varied misclassification costs, either during training or as a form
	of post-processing, are shown.},
  keywords = {BAYESIAN},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {http://www-ai.ijs.si/DunjaMladenic/TextDM01/papers/Kolcz_TM.pdf}
}

@INPROCEEDINGS{Kolcz2004,
  author = {Aleksander Kolcz and Abdur Chowdhury and Joshua Alspector},
  title = {The Impact of Feature Selection on Signature-Driven Spam Detection},
  booktitle = {Proceedings of the First Conference on Email and Anti-Spam (CEAS)},
  year = {2004},
  note = {Available: \url{http://www.ceas.cc/papers-2004/147.pdf}},
  keywords = {DUPLICATES},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {http://www.ceas.cc/papers-2004/147.pdf}
}

@BOOK{Koller2009,
  title = {Probabilistic Graphical Models},
  publisher = {MIT Press},
  year = {2009},
  author = {Daphne Koller and Nir Friedman},
  owner = {oschulte},
  timestamp = {2013.03.11}
}

@INCOLLECTION{Koller2007,
  author = {Daphne Koller and Nir Friedman and Lise Getoor and Ben Taskar},
  title = {Graphical models in a nutshell},
  booktitle = {Introduction to Statistical Relational Learning},
  year = {2007},
  owner = {hkhosrav},
  timestamp = {2009.02.20}
}

@ARTICLE{bib:koller,
  author = {Daphne Koller and Avi Pfeffer},
  title = {Representations and Solutions for Game-Theoretic Problems},
  journal = {Artificial Intelligence},
  year = {1997},
  volume = {94(1)},
  pages = {167--215},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@INPROCEEDINGS{Koller1997a,
  author = {Daphne Koller and Avi Pfeffer},
  title = {Learning Probabilities for Noisy First-Order Rules},
  booktitle = {IJCAI},
  year = {1997},
  pages = {1316-1323},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  file = {Koller1997a.pdf:Koller1997a.pdf:PDF},
  keywords = {statistical-relational}
}

@BOOK{bib:kolmogorov,
  title = {Real Analysis},
  publisher = {Dover},
  year = {1970},
  author = {A.N. Kolmogorov and S.V. Fomin},
  address = {New York},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@BOOK{Komolgorov1970,
  title = {Introductory Real Analysis},
  publisher = {Dover},
  year = {1970},
  author = {A.N. Komolgorov and S.V. Fomin},
  address = {New York},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@ARTICLE{Koren2010,
  author = {Yehuda Koren},
  title = {Collaborative filtering with temporal dynamics},
  journal = {Commun. ACM},
  year = {2010},
  volume = {53},
  pages = {89-97},
  number = {4},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://doi.acm.org/10.1145/1721654.1721677},
  owner = {abozorgk},
  timestamp = {2012.02.05}
}

@INPROCEEDINGS{Koren2008,
  author = {Yehuda Koren},
  title = {Factorization meets the neighborhood: a multifaceted collaborative
	filtering model},
  booktitle = {KDD},
  year = {2008},
  pages = {426-434},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://doi.acm.org/10.1145/1401890.1401944},
  file = {Koren2008.pdf:Koren2008.pdf:PDF},
  owner = {abozorgk},
  timestamp = {2012.02.05}
}

@ARTICLE{Koren2009,
  author = {Yehuda Koren and Robert M. Bell and Chris Volinsky},
  title = {Matrix Factorization Techniques for Recommender Systems},
  journal = {IEEE Computer},
  year = {2009},
  volume = {42},
  pages = {30-37},
  number = {8},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://doi.ieeecomputersociety.org/10.1109/MC.2009.263},
  file = {Koren2009.pdf:Koren2009.pdf:PDF},
  owner = {abozorgk},
  timestamp = {2012.02.05}
}

@BOOK{bib:kornblith,
  title = {Inductive Inference and Its Natural Ground},
  publisher = {MIT Press},
  year = {1993},
  author = {Hilary Kornblith},
  address = {Cambridge, Mass.},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@ARTICLE{Kotsiantis2007,
  author = {S.B. Kotsiantis},
  title = {Supervised Machine Learning: A Review of Classification Techniques},
  journal = {Informatica},
  year = {2007},
  volume = {31},
  pages = {249-268}
}

@INCOLLECTION{Kramer2006,
  author = {Kramer, Stefan and Aufschild, Volker and Hapfelmeier, Andreas and
	Jarasch, Alexander and Kessler, Kristina and Reckow, Stefan and Wicker,
	J{\"o}rg and Richter, Lothar},
  title = {Inductive databases in the relational model: The data as the bridge},
  booktitle = {Knowledge Discovery in Inductive Databases},
  publisher = {Springer},
  year = {2006},
  pages = {124--138},
  keywords = {statistical-relational}
}

@INCOLLECTION{Kramer2000,
  author = {Kramer, Stefan and Lavrac, Nada and Flach, Peter},
  title = {Propositionalization approaches to relational data mining},
  booktitle = {Relational Data Mining},
  publisher = {Springer},
  year = {2000},
  pages = {262-286},
  book = {Relational Data Mining},
  isbn = {3-540-42289-7}
}

@INPROCEEDINGS{MLbase_ICDR_2013,
  author = {Tim Kraska and Ameet Talwalkar and John C. Duchi and Rean Griffith
	and Michael J. Franklin and Michael I. Jordan},
  title = {MLbase: A Distributed Machine-learning System},
  booktitle = {CIDR},
  year = {2013},
  owner = {zqian},
  review = {higher level libary of a bunch of ml algorithms},
  timestamp = {2013.11.25}
}

@ARTICLE{bib:klm,
  author = {S. Kraus and D. Lehmann and M. Magidor},
  title = {Nomonotonic Reasoning, Preferential Method and Cumulative Logics},
  journal = {Artificial Intelligence},
  year = {1990},
  volume = {44},
  pages = {167-207},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@INPROCEEDINGS{Kraut2002,
  author = {Robert Kraut and Shyam Sunder and James Morris and Rahul Telang and
	Darrin Filer and Matt Cronin},
  title = {Markets for Attention: Will Postage for Email Help?},
  booktitle = {Proceedings of the 2002 {ACM} Conference on Computer Supported Cooperative
	Work, New Orleans, Louisiana, {USA}},
  year = {2002},
  pages = {206--215},
  address = {New York, NY},
  publisher = {ACM Press},
  note = {Available: \url{http://www.som.yale.edu/Faculty/sunder/Email/Emarket.pdf}},
  keywords = {POSTAGE},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {http://www.som.yale.edu/Faculty/sunder/Email/Emarket.pdf}
}

@ARTICLE{Krishnan1999,
  author = {Krishnan, R and Sivakumar, G and Bhattacharya, P},
  title = {Extracting decision trees from trained neural networks},
  journal = {Pattern recognition},
  year = {1999},
  volume = {32},
  number = {12},
  publisher = {Elsevier}
}

@MISC{KristianKersting08,
  author = {Kristian Kersting, Brian Milch, Luke S. Zettlemoyer, Michael Haimes,
	Leslie Pack Kaelbling},
  title = {Reasoning about Large Populations with Lifted Probabilistic Inference},
  howpublished = {NIPS Workshop},
  year = {2008},
  abstract = {nice short example of parfactors and lifted inference},
  file = {KristianKersting08.pdf:KristianKersting08.pdf:PDF},
  keywords = {statistical-relational},
  owner = {oliverschulte},
  timestamp = {2009.07.19}
}

@INCOLLECTION{NIPS2012_4824,
  author = {Alex Krizhevsky and Sutskever, Ilya and Geoffrey E. Hinton},
  title = {ImageNet Classification with Deep Convolutional Neural Networks},
  booktitle = {Advances in Neural Information Processing Systems 25},
  publisher = {Curran Associates, Inc.},
  year = {2012},
  editor = {F. Pereira and C.J.C. Burges and L. Bottou and K.Q. Weinberger},
  pages = {1097--1105},
  file = {:/local-scratch/repository/newTexMF/texmf/NIPS2012_4824.pdf:PDF},
  url = {http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf}
}

@INPROCEEDINGS{Krogel2002,
  author = {Krogel, Mark-A. and Wrobel, Stefan},
  title = {Feature Selection for Propositionalization},
  booktitle = {DS '02: Proceedings of the 5th International Conference on Discovery
	Science},
  year = {2002},
  pages = {430--434},
  address = {London, UK},
  publisher = {Springer-Verlag},
  isbn = {3-540-00188-3}
}

@CONFERENCE{ILP2001,
  author = {Mark-A. Krogel and Stefan Wrobel},
  title = {Transformation-Based Learning Using Multirelational Aggregation},
  booktitle = {Inductive Logic Programming 11th International Conference},
  year = {2001},
  pages = {142-155},
  file = {ILP2001.pdf:ILP2001.pdf:PDF},
  owner = {zqian},
  timestamp = {2012.07.30}
}

@BOOK{Kruschke2014,
  title = {Doing Bayesian data analysis: A tutorial with R, JAGS, and Stan},
  publisher = {Acad},
  year = {2014},
  author = {John Kruschke},
  owner = {oschulte},
  timestamp = {2018.07.31}
}

@ELECTRONIC{Krzywicki2005,
  author = {Ken Krzywicki},
  month = {January},
  year = {2005},
  title = {Shot Quality Model: A logistic regression approach to assessing NHL
	shots on goal},
  url = {http://hockeyanalytics.com/Research_files/Shot_Quality_Krzywicki.pdf},
  owner = {Kurt},
  timestamp = {2015.01.21}
}

@ELECTRONIC{bib:taylorism,
  author = {Wikipedia},
  month = {October},
  year = {2020},
  title = {Digital Taylorism},
  url = {https://en.wikipedia.org/wiki/Digital_Taylorism}
}

@ARTICLE{Kucherov2000,
  author = {Gregory Kucherov and Micha{\"e}l Rusinowitch},
  title = {Patterns in Words versus Patterns in Trees: {A} Brief Survey and
	New Results},
  journal = {Lecture Notes in Computer Science},
  year = {2000},
  volume = {1755},
  pages = {283--310},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@BOOK{bib:kuhn,
  title = {The Structure of Scientific Revolutions},
  publisher = {University of Chicago Press},
  year = {1970},
  author = {Thomas Kuhn},
  address = {Chicago},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@BOOK{Kuncheva2004,
  title = {Combining Pattern Classifiers: Methods and Algorithms},
  publisher = {Wiley},
  year = {2004},
  author = {Ludmila I. Kuncheva},
  owner = {oschulte},
  timestamp = {2011.11.23}
}

@BOOK{Kuratowski1966,
  title = {Topology},
  publisher = {Academic Press},
  year = {1966},
  author = {K. Kuratowski},
  volume = {1},
  note = {Translated by J. Jaworowski},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@ARTICLE{Kuzelka2011,
  author = {Ondrej Kuzelka and Filip Zelezn{\'y}},
  title = {Block-wise construction of tree-like relational features with monotone
	reducibility and redundancy},
  journal = {Machine Learning},
  year = {2011},
  volume = {83},
  pages = {163-192},
  number = {2},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://dx.doi.org/10.1007/s10994-010-5208-5},
  file = {Kuzelka2011.pdf:Kuzelka2011.pdf:PDF}
}

@BOOK{bib:kyburg,
  title = {Probability and the Logic of Rational Belief},
  publisher = {Wesleyan University Press},
  year = {1961},
  author = {Henry Kyburg},
  address = {Middletown, CT},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@INCOLLECTION{Ch.10deraedt,
  author = {Wim Van Laer and Luc de Raedt},
  title = {How to upgrade propositional learners to first-order logic: A case
	study},
  booktitle = {Relational Data Mining},
  publisher = {Springer Verlag},
  year = {2001},
  owner = {oschulte},
  timestamp = {2008.10.11}
}

@ARTICLE{Lam1994,
  author = {W. Lam and F. Bacchus},
  title = {Learning {B}ayesian belief networks: An approach based on the MDL
	principle},
  journal = {Computational Intelligence},
  year = {1994},
  volume = {10},
  pages = {269-293},
  number = {4},
  keywords = {{B}ayes Nets},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{Lamb2004,
  author = {Marty Lamb},
  title = {TarProxy: Lessons Learned and What's Ahead},
  booktitle = {Proceedings of the Spam Conference},
  year = {2004},
  note = {Available: \url{http://www.martiansoftware.com/tarproxy/tarproxy_2004_spam_conference.pdf}},
  keywords = {TECHNICAL},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = { http://www.martiansoftware.com/tarproxy/tarproxy_2004_spam_conference.pdf}
}

@INPROCEEDINGS{lample2017playing,
  author = {Lample, Guillaume and Chaplot, Devendra Singh},
  title = {Playing FPS Games with Deep Reinforcement Learning.},
  booktitle = {AAAI},
  year = {2017},
  pages = {2140--2146}
}

@INPROCEEDINGS{multi_level_iccv13,
  author = {Tian Lan and Raptis, M. and Sigal, L. and Mori, G.},
  title = {From Subcategories to Visual Composites: A Multi-level Framework
	for Object Detection},
  booktitle = {Computer Vision (ICCV), 2013 IEEE International Conference on},
  year = {2013},
  pages = {369-376},
  month = {Dec},
  doi = {10.1109/ICCV.2013.53},
  file = {:/local-scratch/repository/newTexMF/texmf/multi_level_iccv13.pdf:PDF},
  issn = {1550-5499},
  keywords = {object detection;pattern clustering;support vector machines;UIUC phrase
	object detection benchmark;camera view;discriminative subcategories;exemplar-SVM-based
	clustering approach;finer-grained subcategories;granularity level;higher-order
	composites;latent SVM refinement;multilevel framework;object appearance;object
	class;object contextual groupings;object subcategories;object-level
	category label;pose;spatial layout;structured model;variable length
	set;visual composites;weakly-supervised framework;Context modeling;Detectors;Labeling;Object
	detection;Support vector machines;Training;Visualization}
}

@ARTICLE{Landwehr2004,
  author = {Niels Landwehr and Mark Hall and Eibe Frank},
  title = {Logistic Model Trees},
  journal = {Kluwer Academic Publishers},
  year = {2006}
}

@ARTICLE{landwehr2005logistic,
  author = {Landwehr, Niels and Hall, Mark and Frank, Eibe},
  title = {Logistic model trees},
  journal = {Machine learning},
  year = {2005},
  volume = {59},
  pages = {161--205},
  number = {1-2},
  publisher = {Springer}
}

@INPROCEEDINGS{nfoil,
  author = {Niels Landwehr and Kristian Kersting and Luc De Raedt},
  title = {nFOIL: Integrating Na\"{\i}ve Bayes and FOIL},
  booktitle = {AAAI},
  year = {2005},
  pages = {795-800},
  publisher = {AAAI Press},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@ARTICLE{kFoil2010,
  author = {Niels Landwehr and Andrea Passerini and Luc Raedt and Paolo Frasconi},
  title = {Fast Learning of Relational Kernels},
  journal = {Machine Learning Journal},
  year = {2010},
  volume = {78:3},
  pages = {305-342},
  file = {kFoil2010.pdf:kFoil2010.pdf:PDF},
  owner = {zqian},
  timestamp = {2012.07.30}
}

@INPROCEEDINGS{Lange1990,
  author = {S. Lange and R. Wiehagen},
  title = {Polynomial-Time Inference of Pattern Languages},
  booktitle = {Algorithmic Learning Theory, First International Workshop, ALT '90,
	Proceedings.},
  year = {1990},
  editor = {Setsuo Arikawa and S. Goto and Setsuo Ohsuga and Takashi Yokomori},
  pages = {289--301},
  address = {Tokyo, Japan},
  month = {October 8-10},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@ARTICLE{Lange1993,
  author = {S. Lange and T. Zeugmann},
  title = {Learning Recursive Languages With a Bounded Number of Mind Changes},
  journal = {International Journal of Foundations of Computer Science},
  year = {1993},
  volume = {4},
  pages = {157--178},
  number = {2},
  month = jun,
  acknowledgement = {#ack-nhfb#},
  bibdate = {Mon Feb 25 10:41:40 MST 2002},
  bibsource = {ftp://ftp.math.utah.edu/pub/bibnet/authors/z/zeugmann-thomas-u.bib;
	OCLC Article1st database},
  coden = {IFCSEN},
  issn = {0129-0541},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  xxtitle = {Learning Recursive Languages with Bounded Mind Changes}
}

@INPROCEEDINGS{Lange1993a,
  author = {S. Lange and T. Zeugmann},
  title = {Language Learning with a Bounded Number of Mind Changes},
  booktitle = {Symposium on Theoretical Aspects of Computer Science},
  year = {1993},
  pages = {682-691},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@BOOK{langley87:_scien_discov,
  title = {Scientific Discovery: Computational Explorations of the Creative
	Processes},
  publisher = {MIT Press},
  year = {1987},
  author = {Langley, P. and Simon, H. and Bradshaw, G. and Zytkow, J.},
  address = {Cambridge},
  owner = {oliverschulte},
  timestamp = {2008.12.30}
}

@BOOK{Lauritzen1996,
  title = {Graphical Models (Oxford Statistical Science Series)},
  publisher = {{Oxford University Press, USA}},
  year = {1996},
  author = {Lauritzen, Steffen L. },
  month = {July},
  citeulike-article-id = {487584},
  howpublished = {Hardcover},
  keywords = {bayesian-networks, graphical-models, inference},
  owner = {hkhosrav},
  posted-at = {2007-08-06 14:35:32},
  priority = {2},
  timestamp = {2009.08.26}
}

@ARTICLE{Lauritzen2002,
  author = {Lauritzen, Steffen L. and Richardson, Thomas S. },
  title = {Chain graph models and their causal interpretations},
  journal = {Journal of the Royal Statistical Society: Series B (Statistical Methodology)},
  year = {2002},
  volume = {64},
  pages = {321--348},
  number = {3},
  doi = {10.1111/1467-9868.00340},
  file = {Lauritzen2002.pdf:Lauritzen2002.pdf:PDF},
  issn = {1467-9868},
  keywords = {Causal model, Chain graph, Feed-back system, Gibbs sampler, Intervention
	theory, Structural equation model, statistical-relational},
  publisher = {Blackwell Publishers},
  url = {http://dx.doi.org/10.1111/1467-9868.00340}
}

@ARTICLE{Lauritzen1988,
  author = {S. L. Lauritzen and D. J. Spiegelhalter},
  title = {Local computations with probabilities on graphical structures and
	their application to expert systems},
  journal = {J. Royal Statistics Society B},
  year = {1988},
  volume = {50},
  pages = {157--194},
  number = {2},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@BOOK{Lavravc1994,
  title = {Inductive Logic Programming: Techniques and Applications},
  publisher = {Ellis Horwood},
  year = {1994},
  author = {Lavra\v{c}, N. and D\v{z}eroski, S.},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@CONFERENCE{bib:linus,
  author = {N. Lavrac and S. Dzeroski and M. Grobelnik.},
  title = {Learning nonrecursive definitions of relations with LINUS.},
  booktitle = {Proceedings of the Fifth European Working Session on Learning.},
  year = {1991},
  pages = {265--281},
  publisher = {Springer, Berlin},
  owner = {oliverschulte},
  timestamp = {2008.10.29}
}

@INCOLLECTION{Lavravc2014,
  author = {Lavra{\v{c}}, Nada and Perov{\v{s}}ek, Matic and Vavpeti{\v{c}},
	An{\v{z}}e},
  title = {Propositionalization Online},
  booktitle = {ECML},
  publisher = {Springer},
  year = {2014},
  pages = {456--459}
}

@INPROCEEDINGS{Le2017,
  author = {Hoang M. Le and Peter Carr and Yisong Yue and Patrick Lucey},
  title = {Data-Driven Ghosting using Deep Imitation Learning},
  booktitle = {MIT Sloan Sports Analytics Conference},
  year = {2017},
  owner = {oschulte},
  timestamp = {2018.06.02}
}

@PHDTHESIS{Lee1967,
  author = {Char-Tung Lee},
  title = {A completeness theorem and a computer program for finding theorems
	derivable from given axioms},
  school = {University of California, Berkeley},
  year = {1967},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@BOOK{Lehmann1999,
  title = {Elements of Large-Sample Theory},
  publisher = {Springer, New York.},
  year = {1999},
  author = {E.L. Lehmann},
  owner = {oschulte},
  timestamp = {2012.01.25}
}

@BOOK{Lehmann1998,
  title = {Theory of Point Estimation},
  publisher = {Springer New York},
  year = {1998},
  author = {E. L. Lehmann and George Casella},
  edition = {2},
  owner = {hkhosrav},
  timestamp = {2008.10.08}
}

@INPROCEEDINGS{Leiba2004,
  author = {Barry Leiba and Nathaniel Borenstein},
  title = {A Multifaceted Approach to Spam Reduction},
  booktitle = {Proceedings of the First Conference on Email and Anti-Spam (CEAS)},
  year = {2004},
  note = {Available: \url{http://www.ceas.cc/papers-2004/127.pdf}},
  keywords = {GENERAL},
  owner = {hkhosrav},
  timestamp = {2008.10.08},
  url = {http://www.ceas.cc/papers-2004/127.pdf}
}

@ARTICLE{Leike2014,
  author = {Leike, Jan and Hutter, Marcus},
  title = {Indefinitely oscillating martingales},
  journal = {arXiv preprint arXiv:1408.3169},
  year = {2014},
  keywords = {learning theory}
}

@INPROCEEDINGS{Leike2014a,
  author = {Leike, Jan and Hutter, Marcus},
  title = {Indefinitely oscillating martingales},
  booktitle = {Algorithmic Learning Theory},
  year = {2014},
  pages = {321--335},
  organization = {Springer},
  file = {Leike2014a.pdf:Leike2014a.pdf:PDF},
  keywords = {learning theory}
}

@INCOLLECTION{Leskovec2005,
  author = {Leskovec, Jurij and Chakrabarti, Deepayan and Kleinberg, Jon and
	Faloutsos, Christos},
  title = {Realistic, mathematically tractable graph generation and evolution,
	using kronecker multiplication},
  booktitle = {Knowledge Discovery in Databases: PKDD 2005},
  publisher = {Springer},
  year = {2005},
  pages = {133--145},
  keywords = {statistical-relational}
}

@ARTICLE{bib:Le

repository: sfu-cl-lab/our-papers

repo_name: sfu-cl-lab/our-papers