Models and Algorithms for Probabilistic and Bayesian Logic
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence. Reasoning Under Uncertainty. Pages 1862-1867.
Abstract
An overview is given, with new results , of mathematical models and algorithms for probabilistic logic, probabilistic entailment and various extensions. Analytical and numerical solutions are considered, the former leading to automated generation of theorems in the theory of probabilities. Ways to restore consistency and relationship with Bayesian networks are also studied.
Pierre Hansen, Brigitte Jaumard, Guy-Blaise Douanya Nguetsé, and Marcus Poggi de Aragão. 1995. Models and Algorithms for Probabilistic and Bayesian Logic. In Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, IJCAI-95. IJCAI, 1862–1867. https://ijcai.org/proceedings/1995/239
Hansen, P., Jaumard, B., Nguetsé, G. D., & de Aragão, M. P. (1995). Models and Algorithms for Probabilistic and Bayesian Logic. In Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, IJCAI-95 (pp. 1862–1867). IJCAI. https://ijcai.org/proceedings/1995/239
@inproceedings{ijcai1995p239,
title = {Models and Algorithms for Probabilistic and Bayesian Logic},
author = {Hansen, Pierre and Jaumard, Brigitte and Nguetsé, Guy-Blaise Douanya and de Aragão, Marcus Poggi},
booktitle = {Proceedings of the Fourteenth International Joint Conference on
Artificial Intelligence, {IJCAI-95}},
publisher = {International Joint Conferences on Artificial Intelligence},
editor = {Chris S. Mellish},
pages = {1862--1867},
year = {1995},
note = {Reasoning Under Uncertainty},
url = {https://ijcai.org/proceedings/1995/239},
}
TY - CPAPER TI - Models and Algorithms for Probabilistic and Bayesian Logic AU - Hansen, Pierre AU - Jaumard, Brigitte AU - Nguetsé, Guy-Blaise Douanya AU - de Aragão, Marcus Poggi T2 - Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, IJCAI-95 PB - International Joint Conferences on Artificial Intelligence PY - 1995 SP - 1862 EP - 1867 UR - https://ijcai.org/proceedings/1995/239 ER -Copied
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