| 2008 |
|---|
| 31 | EE | Vítor Santos Costa,
David Page,
James Cussens:
CLP(BN): Constraint Logic Programming for Probabilistic Knowledge.
Probabilistic Inductive Logic Programming 2008: 156-188 |
| 30 | EE | James Cussens:
Bayesian network learning by compiling to weighted MAX-SAT.
UAI 2008: 105-112 |
| 2007 |
|---|
| 29 | EE | James Cussens:
Model equivalence of PRISM programs.
Probabilistic, Logical and Relational Learning - A Further Synthesis 2007 |
| 2006 |
|---|
| 28 | EE | Barnaby Fisher,
James Cussens:
Inductive Mercury Programming.
ILP 2006: 199-213 |
| 2005 |
|---|
| 27 | EE | Nicos Angelopoulos,
James Cussens:
Tempering for Bayesian C&RT.
ICML 2005: 17-24 |
| 26 | EE | Nicos Angelopoulos,
James Cussens:
Exploiting Informative Priors for Bayesian Classification and Regression Trees.
IJCAI 2005: 641-646 |
| 25 | EE | Nicos Angelopoulos,
James Cussens:
Exploiting independence for branch operations in Bayesian learning of C&RTs.
Probabilistic, Logical and Relational Learning 2005 |
| 2004 |
|---|
| 24 | EE | James 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 |
|---|
| 22 | EE | James Cussens:
Issues in Learning Language in Logic.
Computational Logic: Logic Programming and Beyond 2002: 491-505 |
| 2001 |
|---|
| 21 | EE | Nicos Angelopoulos,
James Cussens:
Prolog Issues of an MCMC Algorithm.
INAP 2001: 246-253 |
| 20 | EE | Nicos Angelopoulos,
James Cussens:
Prolog Issues and Experimental Results of an MCMC Algorithm.
INAP (LNCS Volume) 2001: 186-196 |
| 19 | EE | Nicos 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 |
| 14 | EE | James Cussens:
Stochastic Logic Programs: Sampling, Inference and Applications.
UAI 2000: 115-122 |
| 1999 |
|---|
| 13 | EE | James Cussens,
Saso Dzeroski,
Tomaz Erjavec:
Morphosyntactic Tagging of Slovene Using Progol.
ILP 1999: 68-79 |
| 12 | EE | James Cussens,
Stephen G. Pulman:
Experiments in Inductive Chart Parsing.
Learning Language in Logic 1999: 143-156 |
| 11 | EE | Saso Dzeroski,
James Cussens,
Suresh Manandhar:
An Introduction to Inductive Logic Programming and Learning Language in Logic.
Learning Language in Logic 1999: 3-35 |
| 10 | EE | James Cussens:
Loglinear models for first-order probabilistic reasoning.
UAI 1999: 126-133 |
| 9 | EE | Dan Geiger,
James Cussens:
Parameter Priors for Directed Acyclic Graphical Models and the Characteriration of Several Probability Distributions.
UAI 1999: 216-225 |
| 8 | EE | James 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 |
| 3 | | James 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 |
