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James Cussens Vis

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*2008
32EEVítor Santos Costa, David Page, James Cussens: CLP(BN): Constraint Logic Programming for Probabilistic Knowledge. Probabilistic Inductive Logic Programming 2008: 156-188
31EEJames Cussens: Bayesian network learning by compiling to weighted MAX-SAT. UAI 2008: 105-112
30EENicos Angelopoulos, James Cussens: Bayesian learning of Bayesian networks with informative priors. Ann. Math. Artif. Intell. 54(1-3): 53-98 (2008)
2007
29EEJames Cussens: Model equivalence of PRISM programs. Probabilistic, Logical and Relational Learning - A Further Synthesis 2007
2006
28EEBarnaby Fisher, James Cussens: Inductive Mercury Programming. ILP 2006: 199-213
2005
27EENicos Angelopoulos, James Cussens: Tempering for Bayesian C&RT. ICML 2005: 17-24
26EENicos Angelopoulos, James Cussens: Exploiting Informative Priors for Bayesian Classification and Regression Trees. IJCAI 2005: 641-646
25EENicos Angelopoulos, James Cussens: Exploiting independence for branch operations in Bayesian learning of C&RTs. Probabilistic, Logical and Relational Learning 2005
2004
24EEJames Cussens: At the Interface of Inductive Logic Programming and Statistics. ILP 2004: 2-3
2003
23 Vítor Santos Costa, David Page, Maleeha Qazi, James Cussens: CLP(BN): Constraint Logic Programming for Probabilistic Knowledge. UAI 2003: 517-524
2002
22EEJames Cussens: Issues in Learning Language in Logic. Computational Logic: Logic Programming and Beyond 2002: 491-505
2001
21EENicos Angelopoulos, James Cussens: Prolog Issues of an MCMC Algorithm. INAP 2001: 246-253
20EENicos Angelopoulos, James Cussens: Prolog Issues and Experimental Results of an MCMC Algorithm. INAP (LNCS Volume) 2001: 186-196
19EENicos Angelopoulos, James Cussens: Markov Chain Monte Carlo using Tree-Based Priors on Model Structure. UAI 2001: 16-23
18 James Cussens: Parameter Estimation in Stochastic Logic Programs. Machine Learning 44(3): 245-271 (2001)
2000
17 James Cussens, Alan M. Frisch: Inductive Logic Programming, 10th International Conference, ILP 2000, Work-in-progress reports, London, UK, July 2000, Proceedings CEUR-WS.org 2000
16 James Cussens, Alan M. Frisch: Inductive Logic Programming, 10th International Conference, ILP 2000, London, UK, July 24-27, 2000, Proceedings Springer 2000
15 James Cussens, Saso Dzeroski: Learning Language in Logic Springer 2000
14EEJames Cussens: Stochastic Logic Programs: Sampling, Inference and Applications. UAI 2000: 115-122
1999
13EEJames Cussens, Saso Dzeroski, Tomaz Erjavec: Morphosyntactic Tagging of Slovene Using Progol. ILP 1999: 68-79
12EEJames Cussens, Stephen G. Pulman: Experiments in Inductive Chart Parsing. Learning Language in Logic 1999: 143-156
11EESaso Dzeroski, James Cussens, Suresh Manandhar: An Introduction to Inductive Logic Programming and Learning Language in Logic. Learning Language in Logic 1999: 3-35
10EEJames Cussens: Loglinear models for first-order probabilistic reasoning. UAI 1999: 126-133
9EEDan Geiger, James Cussens: Parameter Priors for Directed Acyclic Graphical Models and the Characteriration of Several Probability Distributions. UAI 1999: 216-225
8EEJames Cussens: Integrating Probabilistic and Logical Reasoning. Electron. Trans. Artif. Intell. 3(B): 79-103 (1999)
1998
7 James Cussens: Using Prior Probabilities and Density Estimation for Relational Classification. ILP 1998: 106-115
1997
6 James Cussens: Part-of-Speech Tagging Using Progol. ILP 1997: 93-108
1995
5 James Cussens: A Bayesian Analysis of Algorithms for Learning Finite Functions. ICML 1995: 142-149
1993
4 James Cussens, Anthony Hunter, Ashwin Srinivasan: Generating Explicit Orderings for Non-monotonic Logics. AAAI 1993: 420-425
3EEJames Cussens: Bayes and Pseudo-Bayes Estimates of Conditional Probabilities and Their Reliability. ECML 1993: 136-152
1992
2 James Cussens, Anthony Hunter: Using Maximum Entropy in a Defeasible Logic with Probabilistic Semantics. IPMU 1992: 43-52
1991
1 James Cussens, Anthony Hunter: Using Defeasible Logic for a Window on a Probabilistic Database: Some Preliminary Notes. ECSQARU 1991: 146-152

Coauthor Index

1Nicos Angelopoulos [19] [20] [21] [25] [26] [27] [30]
2Vítor Santos Costa [23] [32]
3Saso Dzeroski [11] [13] [15]
4Tomaz Erjavec [13]
5Barnaby Fisher [28]
6Alan M. Frisch [16] [17]
7Dan Geiger [9]
8Anthony Hunter [1] [2] [4]
9Suresh Manandhar [11]
10C. David Page Jr. (David Page) [23] [32]
11Stephen G. Pulman [12]
12Maleeha Qazi [23]
13Ashwin Srinivasan [4]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)