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BMCBI
2010
143views more  BMCBI 2010»
15 years 6 months ago
Learning gene regulatory networks from only positive and unlabeled data
Background: Recently, supervised learning methods have been exploited to reconstruct gene regulatory networks from gene expression data. The reconstruction of a network is modeled...
Luigi Cerulo, Charles Elkan, Michele Ceccarelli
BMCBI
2006
183views more  BMCBI 2006»
15 years 6 months ago
Mining gene expression data by interpreting principal components
Background: There are many methods for analyzing microarray data that group together genes having similar patterns of expression over all conditions tested. However, in many insta...
Joseph C. Roden, Brandon W. King, Diane Trout, Ali...
ICDE
2006
IEEE
201views Database» more  ICDE 2006»
16 years 7 months ago
Approximate Data Collection in Sensor Networks using Probabilistic Models
Wireless sensor networks are proving to be useful in a variety of settings. A core challenge in these networks is to minimize energy consumption. Prior database research has propo...
David Chu, Amol Deshpande, Joseph M. Hellerstein, ...
INFOCOM
2009
IEEE
16 years 1 months ago
FiConn: Using Backup Port for Server Interconnection in Data Centers
Abstract— The goal of data center networking is to interconnect a large number of server machines with low equipment cost, high and balanced network capacity, and robustness to l...
Dan Li, Chuanxiong Guo, Haitao Wu, Kun Tan, Songwu...
NOMS
2006
IEEE
189views Communications» more  NOMS 2006»
16 years 12 days ago
Analysis of Firewall Policy Rules Using Data Mining Techniques
— Firewall is the de facto core technology of today's network security and defense. However, the management of firewall rules has been proven to be complex, error-prone, cos...
Korosh Golnabi, Richard K. Min, Latifur Khan, Ehab...