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PSB
2003
15 years 6 months ago
Decomposing Gene Expression into Cellular Processes
We propose a probabilistic model for cellular processes, and an algorithm for discovering them from gene expression data. A process is associated with a set of genes that particip...
Eran Segal, Alexis Battle, Daphne Koller
APIN
2006
168views more  APIN 2006»
15 years 4 months ago
Utilizing Genetic Algorithms to Optimize Membership Functions for Fuzzy Weighted Association Rules Mining
It is not an easy task to know a priori the most appropriate fuzzy sets that cover the domains of quantitative attributes for fuzzy association rules mining. In general, it is unre...
Mehmet Kaya, Reda Alhajj
CORR
2010
Springer
123views Education» more  CORR 2010»
15 years 4 months ago
Integrating Innate and Adaptive Immunity for Intrusion Detection
Abstract. Network Intrusion Detection Systems (NIDS) monitor a network with the aim of discerning malicious from benign activity on that network. While a wide range of approaches h...
Gianni Tedesco, Jamie Twycross, Uwe Aickelin
ICDM
2010
IEEE
127views Data Mining» more  ICDM 2010»
15 years 2 months ago
Learning Markov Network Structure with Decision Trees
Traditional Markov network structure learning algorithms perform a search for globally useful features. However, these algorithms are often slow and prone to finding local optima d...
Daniel Lowd, Jesse Davis
ICDE
1996
IEEE
124views Database» more  ICDE 1996»
16 years 6 months ago
Automating the Assembly of Presentations from Multimedia Databases
A multimedia presentation refers to the presentation of multimedia data using output devices such as monitors for text and video, and speakers for audio. Each presentation consist...
Gultekin Özsoyoglu, Joel Kraft, Veli Hakkoyma...