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BMCBI
2008
117views more  BMCBI 2008»
15 years 7 months ago
A probabilistic framework to predict protein function from interaction data integrated with semantic knowledge
Background: The functional characterization of newly discovered proteins has been a challenge in the post-genomic era. Protein-protein interactions provide insights into the funct...
Young-Rae Cho, Lei Shi, Murali Ramanathan, Aidong ...
TACAS
1999
Springer
91views Algorithms» more  TACAS 1999»
15 years 11 months ago
Timed Diagnostics for Reachability Properties
We consider the problem of computing concrete diagnostics for timed automata and reachability properties. Concrete means containing information both about the discrete state change...
Stavros Tripakis
NIPS
2007
15 years 8 months ago
Online Linear Regression and Its Application to Model-Based Reinforcement Learning
We provide a provably efficient algorithm for learning Markov Decision Processes (MDPs) with continuous state and action spaces in the online setting. Specifically, we take a mo...
Alexander L. Strehl, Michael L. Littman
UM
2007
Springer
16 years 1 months ago
Inducing User Affect Recognition Models for Task-Oriented Environments
Accurately recognizing users’ affective states could contribute to more productive and enjoyable interactions, particularly for task-oriented learning environments. In addition t...
Sunyoung Lee, Scott W. McQuiggan, James C. Lester
ICALP
1998
Springer
15 years 11 months ago
Power of Cooperation and Multihead Finite Systems
Abstract. We consider systems of finite automata performing together computation on an input string. Each automaton has its own read head that moves independently of the other head...
Pavol Duris, Tomasz Jurdzinski, Miroslaw Kutylowsk...