✦ LIBER ✦

Comparison of score metrics for Bayesian network learning

✍ Scribed by Shulin Yang; Kuo-Chu Chang

Book ID: 117937078
Publisher: IEEE
Year: 2002
Tongue: English
Weight: 641 KB
Volume: 32
Category: Article
ISSN: 1083-4427
DOI: 10.1109/tsmca.2002.803772

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

A fast calculation of metric scores for

A fast calculation of metric scores for learning Bayesian network

✍ Qiang Lv; Xiao-Yan Xia; Pei-De Qian 📂 Article 📅 2012 🏛 Institute of Automation, Chinese Academy of Scienc 🌐 English ⚖ 267 KB

Bayesian learning for recurrent neural n

Bayesian learning for recurrent neural networks

✍ Michel Crucianu; Romuald Boné; Jean-Pierre Asselin de Beauville 📂 Article 📅 2001 🏛 Elsevier Science 🌐 English ⚖ 126 KB

Characteristic imsets for learning Bayes

Characteristic imsets for learning Bayesian network structure

✍ Raymond Hemmecke; Silvia Lindner; Milan Studený 📂 Article 📅 2012 🏛 Elsevier Science 🌐 English ⚖ 372 KB

Ant colony optimization for learning Bay

Ant colony optimization for learning Bayesian networks

✍ Luis M. de Campos; Juan M. Fernández-Luna; José A. Gámez; José M. Puerta 📂 Article 📅 2002 🏛 Elsevier Science 🌐 English ⚖ 348 KB

One important approach to learning Bayesian networks (BNs) from data uses a scoring metric to evaluate the fitness of any given candidate network for the data base, and applies a search procedure to explore the set of candidate networks. The most usual search methods are greedy hill climbing, either

Interactive structural learning of Bayes

Interactive structural learning of Bayesian networks

✍ Luis Enrique Sucar; Miriam Martı́nez-Arroyo 📂 Article 📅 1998 🏛 Elsevier Science 🌐 English ⚖ 899 KB

Design of scalable decoders for sensor n

Design of scalable decoders for sensor networks via Bayesian network learning

✍ Yasaratna, R.; Yahampath, P. 📂 Article 📅 2009 🏛 IEEE 🌐 English ⚖ 278 KB