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ECML
2006
Springer
15 years 5 months ago
Skill Acquisition Via Transfer Learning and Advice Taking
We describe a reinforcement learning system that transfers skills from a previously learned source task to a related target task. The system uses inductive logic programming to ana...
Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richa...
FQAS
2000
Springer
80views Database» more  FQAS 2000»
15 years 5 months ago
A Knowledge Scout for Discovering Medical Patterns: Methodology and System SCAMP
Knowledge scouts are software agents that autonomously synthesize knowledge of interest to a given user (target knowledge) by applying inductive database operators to a local or di...
Kenneth A. Kaufman, Ryszard S. Michalski
BIOSIG
2007
151views Biometrics» more  BIOSIG 2007»
15 years 3 months ago
Optimal decision fusion and its application on 3D face recognition
Abstract: Fusion is a popular practice to combine multiple classifiers or multiple modalities in biometrics. In this paper, optimal decision fusion (ODF) by AND rule and OR rule i...
Qian Tao, Robin van Rootseler, Raymond N. J. Veldh...
EMNLP
2007
15 years 3 months ago
Exploiting Multi-Word Units in History-Based Probabilistic Generation
We present a simple history-based model for sentence generation from LFG f-structures, which improves on the accuracy of previous models by breaking down PCFG independence assumpt...
Deirdre Hogan, Conor Cafferkey, Aoife Cahill, Jose...
LREC
2008
112views Education» more  LREC 2008»
15 years 3 months ago
Automatic Acquisition of Usage Information for Language Resources
Recently, language resources (LRs) are becoming indispensable for linguistic research. Unfortunately, it is not easy to find their usages by searching the web even though they mus...
Shunsuke Kozawa, Hitomi Tohyama, Kiyotaka Uchimoto...