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ICML
2004
IEEE
16 years 1 months ago
Learning large margin classifiers locally and globally
A new large margin classifier, named MaxiMin Margin Machine (M4 ) is proposed in this paper. This new classifier is constructed based on both a "local" and a "globa...
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. ...
BMCBI
2005
189views more  BMCBI 2005»
15 years 9 days ago
Quantitative inference of dynamic regulatory pathways via microarray data
Background: The cellular signaling pathway (network) is one of the main topics of organismic investigations. The intracellular interactions between genes in a signaling pathway ar...
Wen-Chieh Chang, Chang-Wei Li, Bor-Sen Chen
97
Voted
ACL
2007
15 years 1 months ago
Constituent Parsing with Incremental Sigmoid Belief Networks
We introduce a framework for syntactic parsing with latent variables based on a form of dynamic Sigmoid Belief Networks called Incremental Sigmoid Belief Networks. We demonstrate ...
Ivan Titov, James Henderson
95
Voted
RE
2001
Springer
15 years 4 months ago
The Single Model Principle
at different levels of abstraction. There are two very different ways of using such languages. One approach is based on the manifestation of a single model, with construction of di...
Richard F. Paige, Jonathan S. Ostroff
97
Voted
SEUS
2005
IEEE
15 years 6 months ago
Development of Distributed Programming Developing Tool-Kit Based on Object Group Model
In this paper, we defined the concept of the grouped distributed objects[10-14], as a logical unit of distributed application service, and developed a distributed programming deve...
Jeong-Taek Lim, Su-Chong Joo, Chang-Sun Shin