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122
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ICML
2003
IEEE
16 years 4 months ago
Relational Instance Based Regression for Relational Reinforcement Learning
Relational reinforcement learning (RRL) is a Q-learning technique which uses first order regression techniques to generalize the Qfunction. Both the relational setting and the Q-l...
Kurt Driessens, Jan Ramon
119
Voted
ISBI
2008
IEEE
16 years 4 months ago
Learning non-homogenous textures and the unlearning problem with application to drusen detection in retinal images
In this work we present a novel approach for learning nonhomogenous textures without facing the unlearning problem. Our learning method mimics the human behavior of selective lear...
Noah Lee, Andrew F. Laine, Theodore R. Smith
117
Voted
SAS
2009
Springer
147views Formal Methods» more  SAS 2009»
16 years 4 months ago
Polymorphic Fractional Capabilities
Abstract. The capability calculus is a framework for statically reasoning about program resources such as deallocatable memory regions. Fractional capabilities, originally proposed...
Hirotoshi Yasuoka, Tachio Terauchi
126
Voted
KDD
2003
ACM
127views Data Mining» more  KDD 2003»
16 years 4 months ago
Towards NIC-based intrusion detection
We present and evaluate a NIC-based network intrusion detection system. Intrusion detection at the NIC makes the system potentially tamper-proof and is naturally extensible to wor...
Matthew Eric Otey, Srinivasan Parthasarathy, Amol ...
118
Voted
VLSID
2005
IEEE
129views VLSI» more  VLSID 2005»
16 years 4 months ago
A RISC Hardware Platform for Low Power Java
Java is increasingly being used as a language and binary format for low power, embedded systems. Current software only approaches to Java execution do not always suit the type of ...
Paul Capewell, Ian Watson