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ILP
2007
Springer
15 years 6 months ago
Building Relational World Models for Reinforcement Learning
Abstract. Many reinforcement learning domains are highly relational. While traditional temporal-difference methods can be applied to these domains, they are limited in their capaci...
Trevor Walker, Lisa Torrey, Jude W. Shavlik, Richa...
CICLING
2010
Springer
15 years 6 months ago
Multi-view Bootstrapping for Relation Extraction by Exploring Web Features and Linguistic Features
Binary semantic relation extraction from Wikipedia is particularly useful for various NLP and Web applications. Currently frequent pattern miningbased methods and syntactic analysi...
Yulan Yan, Haibo Li, Yutaka Matsuo, Mitsuru Ishizu...
ICDM
2008
IEEE
92views Data Mining» more  ICDM 2008»
15 years 6 months ago
A Shrinkage Approach for Modeling Non-stationary Relational Autocorrelation
Recent research has shown that collective classification in relational data often exhibit significant performance gains over conventional approaches that classify instances indi...
Pelin Angin, Jennifer Neville
AIPRF
2007
15 years 1 months ago
A New GP-evolved Formulation for the Relative Permittivity of Water and Steam
The relative permittivity (or static dielectric constant) of water and steam has been experimentally calculated at a relatively wide range of temperatures and pressures. A single ...
Sergey V. Fogelson, Walter D. Potter
LREC
2010
136views Education» more  LREC 2010»
15 years 1 months ago
Exploring the Relationship between Semantic Spaces and Semantic Relations
This study examines the relationship between two kinds of semantic spaces -- i.e., spaces based on term frequency (tf) and word cooccurrence frequency (co) -- and four semantic re...
Akira Utsumi