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Publications of "James Cussens" ( http://dblp.L3S.de/Authors/James_Cussens )

  Author page on DBLP  Author page in RDF  Community of James Cussens in ASPL-2

Publication years (Num. hits)
1991-2000 (18) 2001-2008 (16) 2009-2013 (19) 2015-2017 (15) 2018-2019 (7)
Publication types (Num. hits)
article(28) incollection(3) inproceedings(39) proceedings(5)
Venues (Conferences, Journals, ...)
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Found 76 publication records. Showing 75 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Durdane Kocacoban, James Cussens Online Causal Structure Learning in the Presence of Latent Variables. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Alvaro H. C. Correia, James Cussens, Cassio P. de Campos On Pruning for Score-Based Bayesian Network Structure Learning. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Arjen Hommersom, James Cussens Probabilistic logic programming (PLP) 2016. Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Zhenyu A. Liao, Charupriya Sharma, James Cussens, Peter van Beek Finding All Bayesian Network Structures within a Factor of Optimal. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1James Cussens Finding Minimal Cost Herbrand Models with Branch-Cut-and-Price. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1James Cussens, Alessandra Russo Preface to the special issue on inductive logic programming. Search on Bibsonomy Machine Learning The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1James Cussens Markov Random Field MAP as Set Partitioning. Search on Bibsonomy PGM The full citation details ... 2018 DBLP  BibTeX  RDF
1Mark Bartlett, James Cussens Integer Linear Programming for the Bayesian network structure learning problem. Search on Bibsonomy Artif. Intell. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Milan Studený, James Cussens Towards using the chordal graph polytope in learning decomposable models. Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Nicos Angelopoulos, James Cussens Distributional logic programming for Bayesian knowledge representation. Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1James Cussens, David Haws, Milan Studený Polyhedral aspects of score equivalence in Bayesian network structure learning. Search on Bibsonomy Math. Program. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1James Cussens, Matti Järvisalo, Janne H. Korhonen, Mark Bartlett Bayesian Network Structure Learning with Integer Programming: Polytopes, Facets and Complexity. Search on Bibsonomy J. Artif. Intell. Res. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1James Cussens Induction. Search on Bibsonomy Encyclopedia of Machine Learning and Data Mining The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1James Cussens, Alessandra Russo (eds.) Proceedings of the 26th International Conference on Inductive Logic Programming (Short papers), London, UK, 2016. Search on Bibsonomy ILP (Short Papers) The full citation details ... 2017 DBLP  BibTeX  RDF
1James Cussens, Alessandra Russo (eds.) Inductive Logic Programming - 26th International Conference, ILP 2016, London, UK, September 4-6, 2016, Revised Selected Papers Search on Bibsonomy ILP The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1James Cussens, Matti Järvisalo, Janne H. Korhonen, Mark Bartlett Bayesian Network Structure Learning with Integer Programming: Polytopes, Facets and Complexity (Extended Abstract). Search on Bibsonomy IJCAI The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Chris J. Oates, Jim Q. Smith, Sach Mukherjee, James Cussens Exact estimation of multiple directed acyclic graphs. Search on Bibsonomy Statistics and Computing The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1James Cussens, Matti Järvisalo, Janne H. Korhonen, Mark Bartlett Bayesian Network Structure Learning with Integer Programming: Polytopes, Facets, and Complexity. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Milan Studený, James Cussens The Chordal Graph Polytope for Learning Decomposable Models. Search on Bibsonomy Probabilistic Graphical Models The full citation details ... 2016 DBLP  BibTeX  RDF
1Waleed Alsanie, James Cussens Learning failure-free PRISM programs. Search on Bibsonomy Int. J. Approx. Reasoning The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1James Cussens First-order integer programming for MAP problems. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1James Cussens, Luc De Raedt, Angelika Kimmig, Taisuke Sato Introduction to the special issue on probability, logic and learning. Search on Bibsonomy TPLP The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1James Cussens Loglinear models for first-order probabilistic reasoning Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Nicos Angelopoulos, James Cussens Markov Chain Monte Carlo using Tree-Based Priors on Model Structure Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1James Cussens, Mark Bartlett Advances in Bayesian Network Learning using Integer Programming. Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1James Cussens Stochastic Logic Programs: Sampling, Inference and Applications Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1James Cussens, Mark Bartlett Advances in Bayesian Network Learning using Integer Programming. Search on Bibsonomy UAI The full citation details ... 2013 DBLP  BibTeX  RDF
1James Cussens Bayesian network learning with cutting planes Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1James Cussens Bayesian network learning by compiling to weighted MAX-SAT Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Vítor Santos Costa, David Page, Maleeha Qazi, James Cussens CLP(BN): Constraint Logic Programming for Probabilistic Knowledge Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1James Cussens Online Bayesian inference for the parameters of PRISM programs. Search on Bibsonomy Machine Learning The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1James Cussens Online Bayesian Inference for the Parameters of PRISM Programs. Search on Bibsonomy ILP The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Mark Bartlett, Iain Bate, James Cussens, Dimitar Kazakov Probabilistic Instruction Cache Analysis Using Bayesian Networks. Search on Bibsonomy RTCSA (1) The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1James Cussens Bayesian network learning with cutting planes. Search on Bibsonomy UAI The full citation details ... 2011 DBLP  BibTeX  RDF
1James Cussens Induction. Search on Bibsonomy Encyclopedia of Machine Learning The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1James Cussens Approximate Bayesian Computation for the Parameters of PRISM Programs. Search on Bibsonomy ILP The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Mark Bartlett, Iain Bate, James Cussens Learning Bayesian Networks for Improved Instruction Cache Analysis. Search on Bibsonomy ICMLA The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1James Cussens Maximum likelihood pedigree reconstruction using integer programming. Search on Bibsonomy WCB@ICLP The full citation details ... 2010 DBLP  BibTeX  RDF
1Mark Bartlett, Iain Bate, James Cussens Instruction Cache Prediction Using Bayesian Networks. Search on Bibsonomy ECAI The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Malik Tahir Hassan, Asim Karim, Suresh Manandhar, James Cussens Discriminative Clustering for Content-Based Tag Recommendation in Social Bookmarking Systems. Search on Bibsonomy DC@PKDD/ECML The full citation details ... 2009 DBLP  BibTeX  RDF
1Silvia Liverani, James Cussens, Jim Q. Smith Searching a Multivariate Partition Space Using MAX-SAT. Search on Bibsonomy CIBB The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Nicos Angelopoulos, James Cussens Bayesian learning of Bayesian networks with informative priors. Search on Bibsonomy Ann. Math. Artif. Intell. The full citation details ... 2008 DBLP  DOI  BibTeX  RDF Mathematics Subject Classifications (2000) 68T05, 68T27
1Vítor Santos Costa, David Page, James Cussens CLP(BN): Constraint Logic Programming for Probabilistic Knowledge. Search on Bibsonomy Probabilistic Inductive Logic Programming The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
1James Cussens Bayesian network learning by compiling to weighted MAX-SAT. Search on Bibsonomy UAI The full citation details ... 2008 DBLP  BibTeX  RDF
1James Cussens Model equivalence of PRISM programs. Search on Bibsonomy Probabilistic, Logical and Relational Learning - A Further Synthesis The full citation details ... 2007 DBLP  BibTeX  RDF
1Barnaby Fisher, James Cussens Inductive Mercury Programming. Search on Bibsonomy ILP The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Nicos Angelopoulos, James Cussens Exploiting independence for branch operations in Bayesian learning of C&RTs. Search on Bibsonomy Probabilistic, Logical and Relational Learning The full citation details ... 2005 DBLP  BibTeX  RDF
1Nicos Angelopoulos, James Cussens Tempering for Bayesian C&RT. Search on Bibsonomy ICML The full citation details ... 2005 DBLP  DOI  BibTeX  RDF
1Nicos Angelopoulos, James Cussens Exploiting Informative Priors for Bayesian Classification and Regression Trees. Search on Bibsonomy IJCAI The full citation details ... 2005 DBLP  BibTeX  RDF
1James Cussens At the Interface of Inductive Logic Programming and Statistics. Search on Bibsonomy ILP The full citation details ... 2004 DBLP  DOI  BibTeX  RDF
1Vítor Santos Costa, David Page, Maleeha Qazi, James Cussens CLP(BN): Constraint Logic Programming for Probabilistic Knowledge. Search on Bibsonomy UAI The full citation details ... 2003 DBLP  BibTeX  RDF
1James Cussens Issues in Learning Language in Logic. Search on Bibsonomy Computational Logic: Logic Programming and Beyond The full citation details ... 2002 DBLP  DOI  BibTeX  RDF
1James Cussens Parameter Estimation in Stochastic Logic Programs. Search on Bibsonomy Machine Learning The full citation details ... 2001 DBLP  DOI  BibTeX  RDF
1James Cussens Statistical Aspects of Stochastic Logic Programs. Search on Bibsonomy AISTATS The full citation details ... 2001 DBLP  BibTeX  RDF
1Nicos Angelopoulos, James Cussens Prolog Issues of an MCMC Algorithm. Search on Bibsonomy INAP The full citation details ... 2001 DBLP  BibTeX  RDF
1Nicos Angelopoulos, James Cussens Prolog Issues and Experimental Results of an MCMC Algorithm. Search on Bibsonomy INAP (LNCS Volume) The full citation details ... 2001 DBLP  DOI  BibTeX  RDF
1Nicos Angelopoulos, James Cussens Markov Chain Monte Carlo using Tree-Based Priors on Model Structure. Search on Bibsonomy UAI The full citation details ... 2001 DBLP  BibTeX  RDF
1James Cussens, Saso Dzeroski (eds.) Learning Language in Logic Search on Bibsonomy Learning Language in Logic The full citation details ... 2000 DBLP  DOI  BibTeX  RDF
1James Cussens, Alan M. Frisch (eds.) Inductive Logic Programming, 10th International Conference, ILP 2000, London, UK, July 24-27, 2000, Proceedings Search on Bibsonomy ILP The full citation details ... 2000 DBLP  DOI  BibTeX  RDF
1James Cussens, Alan M. Frisch (eds.) Inductive Logic Programming, 10th International Conference, ILP 2000, Work-in-progress reports, London, UK, July 2000, Proceedings Search on Bibsonomy ILP Work-in-progress reports The full citation details ... 2000 DBLP  BibTeX  RDF
1James Cussens, Stephen Pulman Incorporating Linguistics Constraints into Inductive Logic Programming. Search on Bibsonomy CoNLL/LLL The full citation details ... 2000 DBLP  BibTeX  RDF
1James Cussens Stochastic Logic Programs: Sampling, Inference and Applications. Search on Bibsonomy UAI The full citation details ... 2000 DBLP  BibTeX  RDF
1James Cussens Integrating Probabilistic and Logical Reasoning. Search on Bibsonomy Electron. Trans. Artif. Intell. The full citation details ... 1999 DBLP  BibTeX  RDF
1James Cussens, Stephen G. Pulman Experiments in Inductive Chart Parsing. Search on Bibsonomy Learning Language in Logic The full citation details ... 1999 DBLP  DOI  BibTeX  RDF
1Saso Dzeroski, James Cussens, Suresh Manandhar An Introduction to Inductive Logic Programming and Learning Language in Logic. Search on Bibsonomy Learning Language in Logic The full citation details ... 1999 DBLP  DOI  BibTeX  RDF
1James Cussens, Saso Dzeroski, Tomaz Erjavec Morphosyntactic Tagging of Slovene Using Progol. Search on Bibsonomy ILP The full citation details ... 1999 DBLP  DOI  BibTeX  RDF
1James Cussens Loglinear models for first-order probabilistic reasoning. Search on Bibsonomy UAI The full citation details ... 1999 DBLP  BibTeX  RDF
1James Cussens Using Prior Probabilities and Density Estimation for Relational Classification. Search on Bibsonomy ILP The full citation details ... 1998 DBLP  DOI  BibTeX  RDF
1James Cussens Part-of-Speech Tagging Using Progol. Search on Bibsonomy ILP The full citation details ... 1997 DBLP  DOI  BibTeX  RDF
1James Cussens Deduction, induction and probabilistic support. Search on Bibsonomy Synthese The full citation details ... 1996 DBLP  DOI  BibTeX  RDF
1James Cussens A Bayesian Analysis of Algorithms for Learning Finite Functions. Search on Bibsonomy ICML The full citation details ... 1995 DBLP  DOI  BibTeX  RDF
1James Cussens, Anthony Hunter, Ashwin Srinivasan Generating Explicit Orderings for Non-monotonic Logics. Search on Bibsonomy AAAI The full citation details ... 1993 DBLP  BibTeX  RDF
1James Cussens Bayes and Pseudo-Bayes Estimates of Conditional Probabilities and Their Reliability. Search on Bibsonomy ECML The full citation details ... 1993 DBLP  DOI  BibTeX  RDF
1James Cussens, Anthony Hunter Using Maximum Entropy in a Defeasible Logic with Probabilistic Semantics. Search on Bibsonomy IPMU The full citation details ... 1992 DBLP  DOI  BibTeX  RDF
1James Cussens, Anthony Hunter Using Defeasible Logic for a Window on a Probabilistic Database: Some Preliminary Notes. Search on Bibsonomy ECSQARU The full citation details ... 1991 DBLP  DOI  BibTeX  RDF
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