2363 search results - page 100 / 473 » Learning Algorithms for Domain Adaptation |
162
Voted
CIBCB
2007
IEEE
15 years 6 months ago
2007
IEEE
Abstract-- The advance of high-throughput experimental technologies poses continuous challenges to computational data analysis in functional and comparative genomics studies. Gene ...
122
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AIPS
2003
15 years 4 months ago
2003
This paper presents a novel idea, which combines Planning, Machine Learning and Knowledge-Based techniques. It is concerned with the development of an adaptive planning system tha...
149
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PKDD
2009
Springer
15 years 7 months ago
2009
Springer
Abstract. This paper focuses on Active Learning with a limited number of queries; in application domains such as Numerical Engineering, the size of the training set might be limite...
127
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COLT
1994
Springer
15 years 7 months ago
1994
Springer
Realistic domains for learning possess regularities that make it possible to generalize experience across related states. This paper explores an environment-modeling framework tha...
ENC
2006
IEEE
15 years 9 months ago
2006
IEEE
We introduce a novel learning algorithm for noise elimination. Our algorithm is based on the re-measurement idea for the correction of erroneous observations and is able to discri...