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BMCBI
2006
117views more  BMCBI 2006»
14 years 10 months ago
SigFlux: A novel network feature to evaluate the importance of proteins in signal transduction networks
Background: Measuring each protein's importance in signaling networks helps to identify the crucial proteins in a cellular process, find the fragile portion of the biology sy...
Wei Liu, Dong Li, Jiyang Zhang, Yunping Zhu, Fuchu...
ECML
2004
Springer
15 years 3 months ago
Batch Reinforcement Learning with State Importance
Abstract. We investigate the problem of using function approximation in reinforcement learning where the agent’s policy is represented as a classifier mapping states to actions....
Lihong Li, Vadim Bulitko, Russell Greiner
ICDE
2007
IEEE
176views Database» more  ICDE 2007»
15 years 4 months ago
Finding Important People in Large News Video Databases Using Multimodal and Clustering Analysis
The wide availability of large scale databases requires more efficient and scalable tools for data understanding and knowledge discovery. In this paper, we present a method to ...
Duy-Dinh Le, Shin'ichi Satoh, Michael E. Houle, Da...
VISSOFT
2005
IEEE
15 years 3 months ago
Evaluating UML Class Diagram Layout based on Architectural Importance
The paper presents and assesses a layout scheme for UML class diagrams that takes into account the architectural importance of a class in terms of its stereotype (e.g., boundary, ...
Olena Andriyevska, Natalia Dragan, Bonita Simoes, ...
VIS
2006
IEEE
109views Visualization» more  VIS 2006»
15 years 11 months ago
Importance-Driven Focus of Attention
Ivan Viola, Miguel Feixas, Mateu Sbert, Meister...