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» Generating Predicate Rules from Neural Networks
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CCECE
2006
IEEE
14 years 1 months ago
A QoS Mapping Rule Builder
Although many QoS management architectures have been recently introduced with a lot of advanced features, they have never been widely used in the existing applications due to the ...
Kim Khoa Nguyen, Brigitte Kerhervé, Brigitt...
ACL
2004
13 years 9 months ago
Classifying Semantic Relations in Bioscience Texts
A crucial step toward the goal of automatic extraction of propositional information from natural language text is the identification of semantic relations between constituents in ...
Barbara Rosario, Marti A. Hearst
ECAL
2001
Springer
14 years 5 days ago
Evolution of Reinforcement Learning in Uncertain Environments: Emergence of Risk-Aversion and Matching
Reinforcement learning (RL) is a fundamental process by which organisms learn to achieve a goal from interactions with the environment. Using Artificial Life techniques we derive ...
Yael Niv, Daphna Joel, Isaac Meilijson, Eytan Rupp...
ACSAC
1999
IEEE
14 years 11 hour ago
An Application of Machine Learning to Network Intrusion Detection
Differentiating anomalous network activity from normal network traffic is difficult and tedious. A human analyst must search through vast amounts of data to find anomalous sequenc...
Chris Sinclair, Lyn Pierce, Sara Matzner
NFM
2011
303views Formal Methods» more  NFM 2011»
13 years 2 months ago
Instantiation-Based Invariant Discovery
Abstract. We present a general scheme for automated instantiation-based invariant discovery. Given a transition system, the scheme produces k-inductive invariants from templates re...
Temesghen Kahsai, Yeting Ge, Cesare Tinelli