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AUSAI
2006
Springer
14 years 1 months ago
Learning Hybrid Bayesian Networks by MML
Abstract. We use a Markov Chain Monte Carlo (MCMC) MML algorithm to learn hybrid Bayesian networks from observational data. Hybrid networks represent local structure, using conditi...
Rodney T. O'Donnell, Lloyd Allison, Kevin B. Korb
DEBS
2007
ACM
13 years 12 months ago
Chained forests for fast subsumption matching
Content delivery is becoming increasingly popular on the Internet. There are many ways to match content to subscribers. In this paper, we focus on subsumption-based matching. We p...
Sasu Tarkoma
SIGMOD
2008
ACM
164views Database» more  SIGMOD 2008»
14 years 10 months ago
Relational-style XML query
We study the problem of querying relational data embedded in XML. Relational data can be represented by various tree structures in XML. However, current XML query methods, such as...
Taro L. Saito, Shinichi Morishita
KDD
2003
ACM
152views Data Mining» more  KDD 2003»
14 years 10 months ago
Interactive exploration of coherent patterns in time-series gene expression data
Discovering coherent gene expression patterns in time-series gene expression data is an important task in bioinformatics research and biomedical applications. In this paper, we pr...
Daxin Jiang, Jian Pei, Aidong Zhang
ISEC
2001
Springer
180views ECommerce» more  ISEC 2001»
14 years 2 months ago
i-Cube: A Tool-Set for the Dynamic Extraction and Integration of Web Data Content
Over the past decade the Internet has evolved into the largest public community in the world. It provides a wealth of data content and services in almost every field of science, t...
Frankie Poon, Kostas Kontogiannis