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BMCBI
2008
179views more  BMCBI 2008»
15 years 25 days ago
Building pathway clusters from Random Forests classification using class votes
Background: Recent years have seen the development of various pathway-based methods for the analysis of microarray gene expression data. These approaches have the potential to bri...
Herbert Pang, Hongyu Zhao
116
Voted
FLAIRS
2008
15 years 3 months ago
Building Useful Models from Imbalanced Data with Sampling and Boosting
Building useful classification models can be a challenging endeavor, especially when training data is imbalanced. Class imbalance presents a problem when traditional classificatio...
Chris Seiffert, Taghi M. Khoshgoftaar, Jason Van H...
ESWA
2006
176views more  ESWA 2006»
15 years 22 days ago
Build grid-enabled large-scale collaboration environment in e-Learning grid
As a new branch of grid computing, e-Learning grid is emerging as a nationwide e-Learning infrastructure, which can provide innovative learning experience for learners. In such a ...
YuShun Li, ShengWen Yang, Jinlei Jiang, Meilin Shi
121
Voted
FTDCS
2003
IEEE
15 years 6 months ago
pFilter: Global Information Filtering and Dissemination Using Structured Overlay Networks
The exponential data growth rate of the Internet makes it increasingly difficult for people to find desired information in a timely fashion. Information filtering and dissemina...
Chunqiang Tang, Zhichen Xu
108
Voted
CONTEXT
2001
Springer
15 years 5 months ago
WordSieve: A Method for Real-Time Context Extraction
Abstract. In order to be useful, intelligent information retrieval agents must provide their users with context-relevant information. This paper presents WordSieve, an algorithm fo...
Travis Bauer, David B. Leake