Items where authors include "Cussens, J."

Article

Cussens, J. (2001) Parameter estimation in stochastic logic programs. Machine Learning, 44 (3). pp. 245-271. ISSN 0885-6125

Book Section

Santos Costa, V., Page, D. and Cussens, J. (2008) CLP(BN): constraint logic programming for probabilistic knowledge. In: De Raedt, L., Frasconi, P., Kersting, K. and Muggleton, S., (eds.) Probabilistic Inductive Logic Programming: Theory and Applications. Lecture Notes in Computer Science (4911). Springer , Berlin / Heidelberg , pp. 156-188. ISBN 978-3-540-78651-1

Proceedings Paper

Angelopoulos, N. and Cussens, J. (2005) Exploiting informative priors for Bayesian classification and regression trees. In: Pack Kaelbling, L. and Saffiotti, A., (eds.) Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence. IJCAI-05, July 30-August 5, 2005, Edinburgh, Scotland. Professional Book Center , pp. 641-646. ISBN 0938075934

Angelopoulos, N. and Cussens, J. (2005) Tempering for Bayesian C&RT. In: De Raedt, L. and Wrobel, S., (eds.) Proceedings of the 22nd International Conference on Machine Learning. ICML 2005, Aug 7 - 11, 2005, Bonn, Germany. ACM International Conference Proceeding Series (19). , pp. 17-24. ISBN 1-59593-180-5