plmr.bib
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TITLE = {{F}eature {D}efinition and {D}iscovery in {P}robabilistic {R}elational {M}odels},
BOOKTITLE = {Working Notes of the ICML-2004 Workshop on Statistical Relational Learning and Connections to Other Fields (SRL-2004)},
PAGES = {11--16},
YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{BilenkoBasu:04,
AUTHOR = {M.~Bilenko and S.~Basu},
TITLE = {{A} {C}omparison of {I}nference {T}echniques for {S}emi-supervised {C}lustering with {H}idden {M}arko {R}andom {F}ields},
BOOKTITLE = {Working Notes of the ICML-2004 Workshop on Statistical Relational Learning and Connections to Other Fields (SRL-2004)},
PAGES = {17--22},
YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{BLockeelUwents:04,
AUTHOR = {H.~Blockeel and W.~Uwents},
TITLE = {Using neural networks for relational learning},
BOOKTITLE = {Working Notes of the ICML-2004 Workshop on Statistical Relational Learning and Connections to Other Fields (SRL-2004)},
PAGES = {23--28},
YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
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AUTHOR = {M.~Boutell and C.~Brown},
TITLE = {{L}earning {S}patial {C}onfiguration {M}odels {U}sing {M}odified {D}irichlet {P}rior},
BOOKTITLE = {Working Notes of the ICML-2004 Workshop on Statistical Relational Learning and Connections to Other Fields (SRL-2004)},
PAGES = {29--34},
YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{BunescuMooney:04,
AUTHOR = {{R.~C.}~Bunescu and {R.~J.}~Mooney},
TITLE = {{R}elational {M}arkov {N}etworks for {C}ollective {I}nformation {E}xtraction},
BOOKTITLE = {Working Notes of the ICML-2004 Workshop on Statistical Relational Learning and Connections to Other Fields (SRL-2004)},
PAGES = {35--41},
YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{DayanikNevillManning:04,
AUTHOR = {A.~Dayanik and {C.~G.}~{Nevill-Manning}},
TITLE = {Clustering in {R}elational {B}iological {D}ata},
BOOKTITLE = {Working Notes of the ICML-2004 Workshop on Statistical Relational Learning and Connections to Other Fields (SRL-2004)},
PAGES = {42--47},
YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{DomingosRichardson:04,
AUTHOR = {P.~Domingos and M.~Richardson},
TITLE = {{M}arkov {L}ogic: {A} {U}nifying {F}ramework for {S}tatistical {R}elational {L}earning},
BOOKTITLE = {Working Notes of the ICML-2004 Workshop on Statistical Relational Learning and Connections to Other Fields (SRL-2004)},
PAGES = {48--55},
YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{HeckermanMeekKoller:04,
AUTHOR = {D.~Heckerman and C.~Meek and D.~Koller},
TITLE = {{P}robabilistic {E}ntity-{R}elationship {M}odels, {PRMs}, and {P}late {M}odels},
BOOKTITLE = {Working Notes of the ICML-2004 Workshop on Statistical Relational Learning and Connections to Other Fields (SRL-2004)},
PAGES = {55--60},
YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{HsuJoehanes:04,
AUTHOR = {{W.~H.}~Hsu and R.~Joehanes},
TITLE = {{R}elational {D}ecision {N}etworks},
BOOKTITLE = {Working Notes of the ICML-2004 Workshop on Statistical Relational Learning and Connections to Other Fields (SRL-2004)},
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YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
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}
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TITLE = {{BLOG}: {R}elational {M}odeling with {U}nkown {O}bjects},
BOOKTITLE = {Working Notes of the ICML-2004 Workshop on Statistical Relational Learning and Connections to Other Fields (SRL-2004)},
PAGES = {67--73},
YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{NevilleSimsekJensen:04,
AUTHOR = {J.~Neville and O.~ Simsek and D.~Jensen},
TITLE = {Autocorreltion and {R}elational {L}earning: {C}hallenges and {O}pportunities},
BOOKTITLE = {Working Notes of the ICML-2004 Workshop on Statistical Relational Learning and Connections to Other Fields (SRL-2004)},
PAGES = {74--81},
YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{NewtonGreiner:04,
AUTHOR = {J.~Newton and R.~Greiner},
TITLE = {Hierarchical {P}robabilistic {R}elationals {M}odels for {C}ollaborative {F}iltering},
BOOKTITLE = {Working Notes of the ICML-2004 Workshop on Statistical Relational Learning and Connections to Other Fields (SRL-2004)},
PAGES = {82--88},
YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{RamosDurrantWhyte:04,
AUTHOR = {{F.~T.}~Ramos and {H.~F.}~{Durrant-Whyte}},
TITLE = {Learning {C}omplex {M}otion {S}tructures},
BOOKTITLE = {Working Notes of the ICML-2004 Workshop on Statistical Relational Learning and Connections to Other Fields (SRL-2004)},
PAGES = {88--83},
YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
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OPTANNOTE = {}
}
@INPROCEEDINGS{SatoKameya:04,
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BOOKTITLE = {Working Notes of the ICML-2004 Workshop on Statistical Relational Learning and Connections to Other Fields (SRL-2004)},
PAGES = {94--101},
YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
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OPTANNOTE = {}
}
@INPROCEEDINGS{PopesculUngar:04,
AUTHOR = {A.~Popescul and {L.~H.}~Ungar},
TITLE = {Cluster-based {C}oncept {I}nvention for {S}tatistical {R}elational {L}earning},
BOOKTITLE = {Working Notes of the ICML-2004 Workshop on Statistical Relational Learning and Connections to Other Fields (SRL-2004)},
PAGES = {102--109},
YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
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OPTANNOTE = {}
}
@INPROCEEDINGS{VanAsscheVensBlockeelDzeroski:04,
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BOOKTITLE = {Working Notes of the ICML-2004 Workshop on Statistical Relational Learning and Connections to Other Fields (SRL-2004)},
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YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{WolfeJensen:04,
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TITLE = {Playing Multiple Roles: {D}iscovering {O}verlapping {R}oles in {S}ocial {N}etworks},
BOOKTITLE = {Working Notes of the ICML-2004 Workshop on Statistical Relational Learning and Connections to Other Fields (SRL-2004)},
PAGES = {117--125},
YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
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OPTANNOTE = {}
}
@INPROCEEDINGS{ZhangLamCheung:04,
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PAGES = {126--131},
YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
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OPTANNOTE = {}
}
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BOOKTITLE = {Working Notes of the ICML-2004 Workshop on Statistical Relational Learning and Connections to Other Fields (SRL-2004)},
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YEAR = {2004},
EDITOR = {T.~Dietterich and L.~Getoor and K.~Murphy},
ADDRESS = {Banff, Canada},
MONTH = {July},
PUBLISHER = {},
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OPTANNOTE = {}
}
@INPROCEEDINGS{AndersonDomingosWeld:02,
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MONTH = {July},
PUBLISHER = {ACM Press},
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YEAR = {2003},
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ADDRESS = {Acapulco, Mexico},
MONTH = {August 11,},
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SERIES = {Statistics for engineering and information},
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NUMBER = {1--2},
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AUTHOR = {C.~Cumby and D.~Roth},
TITLE = {{F}eature extraction languages for propositionalzed relational learning},
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YEAR = {2003},
EDITOR = {L.~Getoor and D.~Jensen},
ADDRESS = {Acapulco, Mexico},
MONTH = {August 11,},
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AUTHOR = {J.~Cussens},
TITLE = {Stochastic logic programs: {S}ampling, inference and applications.},
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YEAR = {2000},
EDITOR = {C. Boutilier and M. Goldszmidt},
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TITLE = {Statistical aspects of stochastic logic programs},
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NUMBER = {3},
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AUTHOR = {J.~Cussens},
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YEAR = {2003},
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ADDRESS = {Acapulco, Mexico},
MONTH = {August 11,},
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PAGES = {126--133}
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NOTE = {Machine Intelligence Workshop (MI16), special issue, (submitted)}
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YEAR = {2003},
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NUMBER = {13}
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YEAR = {1997},
PAGES = {266--273},
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YEAR = {1998},
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SERIES = {LNAI},
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AUTHOR = {K.~Kersting},
TITLE = {{B}ayessche-logische {P}rogramme},
SCHOOL = {Albert-Ludwigs-University, Freiburg, Germany},
YEAR = {2000},
MONTH = {April},
NOTE = {in German}
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AUTHOR = {K.~Kersting},
TITLE = {{R}epresentational power of probabilistic-logical models: {F}rom upgrading to downgrading},
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PAGES = {61--62},
YEAR = {2003},
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ADDRESS = {Acapulco, Mexico},
MONTH = {August 11,},
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AUTHOR = {K.~Kersting and L.~{De Raedt}},
TITLE = {{B}ayesian Logic Programs},
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EDITOR = {J.~Cussens and A.~Frisch},
YEAR = {2000},
NOTE = {{\tt http://SunSITE.}{\tt Informatik.RWTH-Aachen.DE/}{\tt Publications/CEUR-WS/Vol-35/}}
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AUTHOR = {K.~Kersting and L.~{De Raedt}},
TITLE = {{B}ayesian {L}ogic {P}rograms},
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YEAR = {2000},
OPTADDRESS = {Bury St. Edmunds, Suffolk, U.K.}
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AUTHOR = {K.~Kersting and L.~{De Raedt}},
TITLE = {{B}ayesian {L}ogic {P}rograms},
INSTITUTION = {University of Freiburg, Institute for Computer Science},
YEAR = {2001},
NUMBER = {151},
MONTH = {April},
NOTE = {},
ANNOTE = {}
}
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AUTHOR = {K.~Kersting and L.~{De Raedt}},
TITLE = {{T}owards {C}ombining {I}nductive {L}ogic {P}rogramming and {B}ayesian {N}etworks},
BOOKTITLE = {Proceedings of the Eleventh Conference on Inductive Logic Programming (ILP-01)},
EDITOR = {C.~Rouveirol and M.~Sebag},
YEAR = {2001},
VOLUME = {2157},
SERIES = {LNCS},
PUBLISHER = {Springer},
NOTE = {},
ADDRESS = {Strasbourg, France}
}
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AUTHOR = {K.~Kersting and L.~{De Raedt}},
TITLE = {{A}daptive {B}ayesian {L}ogic {P}rograms},
BOOKTITLE = {Proceedings of the Eleventh Conference on Inductive Logic Programming (ILP-01)},
EDITOR = {C.~Rouveirol and M.~Sebag},
YEAR = {2001},
VOLUME = {2157},
SERIES = {LNCS},
PUBLISHER = {Springer},
NOTE = {},
ADDRESS = {Strasbourg, France}
}
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AUTHOR = {K.~Kersting and L.~{De Raedt}},
TITLE = {Principles of {L}earning {B}ayesian {L}ogic {P}rograms},
INSTITUTION = {University of Freiburg, Institute for Computer Science},
YEAR = {2002},
NUMBER = {174},
MONTH = {June},
NOTE = {},
ANNOTE = {}
}
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TITLE = {{L}ogical Markov decision programs},
BOOKTITLE = {Working Notes of the IJCAI-2003 Workshop on Learning Statistical Models from Relational Data (SRL-2003)},
PAGES = {63--70},
YEAR = {2003},
EDITOR = {L.~Getoor and D.~Jensen},
ADDRESS = {Acapulco, Mexico},
MONTH = {August 11,},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
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YEAR = {2000},
EDITOR = {L.~Getoor and D.~Jensen},
ADDRESS = {Austin, Texas},
PUBLISHER = {AAAI Press},
OPTMONTH = {July}
}
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TITLE = {{A} {S}tructural {GEM} for {L}earning {L}ogical {H}idden {M}arkov {M}odels},
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YEAR = {2003},
EDITOR = {S.~D{\v{z}}eroski and L.~{De Raedt} and S.~Wrobel},
NOTE = {},
OPTANNOTE = {}
}
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VOLUME = {1634},
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}
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ADDRESS = {Nagoya, Japan},
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}
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}
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TITLE = {{M}arkov {D}ecision {P}rocesses: {D}iscrete {S}tochastic {D}ynamic {P}rogramming},
PUBLISHER = {John Wiley {\&} Sons, Inc.},
YEAR = {1994},
OPTNOTE = {},
OPTANNOTE = {}
}
@ARTICLE{Rabiner:89,
AUTHOR = {{L. R.}~Rabiner},
TITLE = {{A} {T}utorial on {H}idden {M}arkov {M}odels and {S}elected {A}pplications in {S}peech {R}ecognition},
JOURNAL = {Proceedings of the {IEEE}},
YEAR = {1989},
VOLUME = {77},
NUMBER = {2},
PAGES = {257--286},
MONTH = {February},
OPTNOTE = {},
OPTANNOTE = {}
}
@ARTICLE{RabinerJuang:86,
AUTHOR = {{L. R.}~Rabiner and {B.~H.}~Juang},
TITLE = {An introduction to hidden {M}arkov models},
JOURNAL = {IEEE ASSP Magazine},
MONTH = {January},
PAGES = {4-15},
YEAR = 1986
}
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AUTHOR = {T.~Sato},
TITLE = {Parameterized logic programs where computing meets learning},
BOOKTITLE = {Proceedings of Fifth International Symposium on Functional and Logic Programming (FLOPS-01)},
PAGES = {40-60},
YEAR = {2001},
EDITOR = {H.~Kuchen and K.~Ueda},
VOLUME = {2024},
SERIES = {LNCS},
ADDRESS = {Tokyo, Japan},
PUBLISHER = {Springer-Verlag},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{Sato:95,
AUTHOR = {T.~Sato},
TITLE = {{A} {S}tatistical {L}earning {M}ethod for {L}ogic {P}rograms with {D}istribution {S}emantics},
BOOKTITLE = {Proceedings of the Twelfth International Conference on Logic Programming (ICLP-1995)},
PAGES = {715 - 729},
YEAR = {1995},
EDITOR = {L.~Sterling},
ADDRESS = {Tokyo, Japan},
PUBLISHER = {MIT Press},
OPTNOTE = {},
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}
@INPROCEEDINGS{SatoKameya:00,
AUTHOR = {T.~Sato and Y.~Kameya},
TITLE = {{A} {V}iterbi-like algorithm and {EM} learning for statistical abduction},
BOOKTITLE = {Workshop Notes of UAI-00 Workshop on Fusion of Domain Knowledge with Data for Decision Support},
YEAR = {2000},
EDITOR = {R.~Dybowski and J.~Myers and S.~Parsons},
ADDRESS = {Stanford, CA, USA},
OPTNOTE = {},
OPTANNOTE = {}
}
@ARTICLE{SatoKameya:01,
AUTHOR = {T.~Sato and Y.~Kameya},
TITLE = {Parameter Learning of Logic Programs for Symbolic-Statistical Modeling},
JOURNAL = {Journal of Artificial Intelligence Research},
YEAR = {2001},
VOLUME = {15},
PAGES = {391--454},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{SatoKameya:97,
AUTHOR = {T.~Sato and Y.~Kameya},
TITLE = {{PRISM}: {A} {S}ymbolic--{S}tatistical {M}odeling {L}anguage},
BOOKTITLE = {Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence (IJCAI-97)},
PAGES = {1330--1339},
YEAR = {1997},
EDITOR = { {M.~P.}~Georgeff and {M.~E.}~Pollack},
ADDRESS = {Nagoya, Japan},
PUBLISHER = {Morgan Kaufmann},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{SatoZhou:03,
AUTHOR = {T.~Sato and {N.-F.}~Zhou},
TITLE = {A new perspective of statistical modeling with {PRISM}},
BOOKTITLE = {Working Notes of the IJCAI-2003 Workshop on Learning Statistical Models from Relational Data (SRL-2003)},
PAGES = {133--140},
YEAR = {2003},
EDITOR = {L.~Getoor and D.~Jensen},
ADDRESS = {Acapulco, Mexico},
MONTH = {August 11,},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{SegalBarashSimonFriedmanKoller:02,
AUTHOR = {E.~Segal and Y.~Barash and I.~Simon and N.~Friedman and D.~Koller},
TITLE = {{F}rom {P}romoter {S}equence to {E}xpression: {A} {P}robabilistic {F}ramework},
BOOKTITLE = {Proceedings of the Sixth International Conference on Research in Computational Molecular Biology (RECOMB-02)},
EDITOR = {G.~Myers and S.~Hannenhalli and S.~Istrail and P.~Pevzner and M.~Waterman},
PAGES = {263-272},
YEAR = {2002},
ADDRESS = {Washington, DC, USA},
PUBLISHER = {ACM Press},
OPTNOTE = {},
OPTANNOTE = {}
}
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AUTHOR = {E.~Segal and A.~Battle and D.~Koller},
TITLE = {{D}ecomposing {G}ene {E}xpression into {C}ellular {P}rocesses},
BOOKTITLE = {Proceedings of the Pacific Symposium on Biocomputing},
YEAR = {2003},
EDITOR = {{R. B.}~Altman and {A. K.}~Dunker and L.~Hunter and {T. A.}~Jung and {T. E.}~Klein},
PAGES = { 89 -- 100},
ADDRESS = {Kauai, Hawaii, USA},
PUBLISHER = {World Scientific},
OPTANNOTE = {}
}
@ARTICLE{SegalTaskarGaschFriedmanKoller:01,
AUTHOR = {E.~Segal and B.~Taskar and A.~Gasch and N.~Friedman and D.~Koller},
TITLE = {{R}ich {P}robabilistic {M}odels for {G}ene {E}xpression},
JOURNAL = {Bioinformatics},
YEAR = {2001},
VOLUME = {17},
PAGES = {S243--S252},
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}
@INPROCEEDINGS{Shachter:98,
AUTHOR = {{R. D.}~Shachter},
TITLE = { {B}ayes-{B}all: {T}he {R}ational {P}astime (for {D}etermining {I}rrelevance and {R}equisite {I}nformation
in {B}elief {N}etworks and {I}nfluence {D}iagrams},
BOOKTITLE = {Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence (UAI-1998)},
PAGES = {480-487},
YEAR = {1998},
EDITOR = {{G. F.} Cooper and S. Moral},
ADDRESS = {Madison, Wisconsin, USA},
TPUBLISHER = { San Francisco, CA: Morgan Kaufmann},
OPTNOTE = {},
OPTANNOTE = {}
}
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AUTHOR = {S.~Shanghai and P.~Domingos and D.~Weld},
TITLE = {Learning statistical models of time-varying relational data},
BOOKTITLE = {Working Notes of the IJCAI-2003 Workshop on Learning Statistical Models from Relational Data (SRL-2003)},
PAGES = {131--133},
YEAR = {2003},
EDITOR = {L.~Getoor and D.~Jensen},
ADDRESS = {Acapulco, Mexico},
MONTH = {August 11,},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
@BOOK{Shapiro:83,
AUTHOR = {{E. Y.}~Shapiro},
TITLE = {{A}lgorithmic {P}rogram {D}ebugging},
PUBLISHER = {MIT Press},
YEAR = {1983},
OPTNOTE = {},
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}
@INPROCEEDINGS{Shapiro:83b,
AUTHOR = {{E. Y.}~Shapiro},
TITLE = {{L}ogic {P}rograms with {U}ncertainties: {A} {T}ool for {I}mplementing {E}xpert {S}ystems},
BOOKTITLE = {Proceedings of the Eighth International Joint Conference on Artificial Intelligence (IJCAI-1983)},
PAGES = {529--532},
YEAR = {1983},
EDITOR = {A.~Bundy},
ADDRESS = {Karlsruhe, Germany},
PUBLISHER = {Kaufmann},
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}
@INPROCEEDINGS{Slattery:03,
AUTHOR = {S.~Slattery},
TITLE = {Relational learning: {A} web-page classification viewpoint},
BOOKTITLE = {Working Notes of the IJCAI-2003 Workshop on Learning Statistical Models from Relational Data (SRL-2003)},
PAGES = {141--142},
YEAR = {2003},
EDITOR = {L.~Getoor and D.~Jensen},
ADDRESS = {Acapulco, Mexico},
MONTH = {August 11,},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{Smyth:03,
AUTHOR = {P.~Smyth},
TITLE = {Statistical modeling of graph and network data},
BOOKTITLE = {Working Notes of the IJCAI-2003 Workshop on Learning Statistical Models from Relational Data (SRL-2003)},
PAGES = {143--144},
YEAR = {2003},
EDITOR = {L.~Getoor and D.~Jensen},
ADDRESS = {Acapulco, Mexico},
MONTH = {August 11,},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{TaskarAbbeelWongKoller:03,
AUTHOR = {B.~Taskar and P.~Abbeel and {M.-F.}~Wong and D.~Koller},
TITLE = {Label and link prediction in relational data},
BOOKTITLE = {Working Notes of the IJCAI-2003 Workshop on Learning Statistical Models from Relational Data (SRL-2003)},
PAGES = {145--152},
YEAR = {2003},
EDITOR = {L.~Getoor and D.~Jensen},
ADDRESS = {Acapulco, Mexico},
MONTH = {August 11,},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{TaskarSegalKoller:01,
AUTHOR = {B.~Taskar and E.~Segal and D.~Koller},
TITLE = {Probabilistic Clustering in Relational Data},
BOOKTITLE = {Seventeenth International Joint Conference on Artificial Intelligence (IJCAI-01)},
PAGES = {870--87},
YEAR = {2001},
EDITOR = {B.`Nebel},
ADDRESS = {Seattle, Washington, USA},
PUBLISHER = {Morgan Kaufmann},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{UnivWanshington:03,
AUTHOR = {P.~Domingos and Y.~Abe and C.~Anderson and A.~Doan and D.~Fox and A.~Halevy and G.~Hulten and H.~Kautz and T.~Lau and L.~Liao and J.~Madhavan and Mausum and {D.~J.}~Patternson and M.~Richardson and S.~Sanghai and D.~Weld and S.~Wolfman},
TITLE = {Research on statistical relational learning at the {U}niversity of {W}ashington},
BOOKTITLE = {Working Notes of the IJCAI-2003 Workshop on Learning Statistical Models from Relational Data (SRL-2003)},
PAGES = {43--47},
YEAR = {2003},
EDITOR = {L.~Getoor and D.~Jensen},
ADDRESS = {Acapulco, Mexico},
MONTH = {August 11,},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{VanLaerDeRaedt:01,
AUTHOR = {W.~{Van Laer} and L.~{De Raedt}},
TITLE = {{H}ow to {U}pgrade {P}ropositional {L}earners to {F}irst {O}rder {L}ogic: {A} {C}ase {S}tudy},
BOOKTITLE = {{R}elational {D}ata {M}ining},
YEAR = {2001},
EDITOR = {N. Lavra{\v{c}} and S. D{\v{z}}eroski},
PUBLISHER = {Springer Verlag},
OPTNOTE = {},
OPTANNOTE = {}
}
@INPROCEEDINGS{Xiang:96,
AUTHOR = {Y.~Xiang and {S. K.}~Wong and {N.}~Cercone},
TITLE = {Critical Remarks on Single Link Search in Learning Belief Networks},
BOOKTITLE = {Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence (UAI-96)},
YEAR = {1996},
EDITOR = {E.~Horvitz and {F. V.}~Jensen},
ADDRESS = {Portland, Oregon, USA},
PUBLISHER = {Morgan Kaufmann},
PAGES = {564-571}
}
@ARTICLE{ZhangPoole:96,
AUTHOR = {{N. L.}~Zhang and D.~Poole},
TITLE = {Exploiting Causal Independence in {B}ayesian Network Inference},
JOURNAL = {Journal of Artificial Intelligence Research},
YEAR = {1996},
VOLUME = {5},
PAGES = {301-328},
OPTANNOTE = { }
}
@INPROCEEDINGS{ZhouSatoHasidad:03,
AUTHOR = {{N.-F.}~Zhou and T.~Sato and K.~Hasidad},
TITLE = {Toward a high-performance system for symbolic and statistical modeling},
BOOKTITLE = {Working Notes of the IJCAI-2003 Workshop on Learning Statistical Models from Relational Data (SRL-2003)},
PAGES = {153--159},
YEAR = {2003},
EDITOR = {L.~Getoor and D.~Jensen},
ADDRESS = {Acapulco, Mexico},
MONTH = {August 11,},
PUBLISHER = {},
OPTNOTE = {},
OPTANNOTE = {}
}
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