1468 search results - page 143 / 294 » Machine Learning Approaches for Inducing Student Models |
114
Voted
EMNLP
2010
15 years 23 days ago
2010
In this paper, we investigate how modeling content structure can benefit text analysis applications such as extractive summarization and sentiment analysis. This follows the lingu...
116
Voted
CIKM
2005
Springer
15 years 8 months ago
2005
Springer
Documents formatted in eXtensible Markup Language (XML) are becoming increasingly available in collections of various document types. In this paper, we present an approach for the...
107
Voted
MLDM
2005
Springer
15 years 8 months ago
2005
Springer
In supervised machine learning, the partitioning of the values (also called grouping) of a categorical attribute aims at constructing a new synthetic attribute which keeps the info...
143
Voted
ICML
2010
IEEE
15 years 22 days ago
2010
IEEE
Temporal difference (TD) algorithms are attractive for reinforcement learning due to their ease-of-implementation and use of "bootstrapped" return estimates to make effi...
133
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ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
This paper addresses the problem of active model selection for nonlinear dynamical systems. We propose a novel learning approach that selects the most informative subset of time-d...