2363 search results - page 67 / 473 » Learning Algorithms for Domain Adaptation |
SEAL
1998
Springer
15 years 4 months ago
1998
Springer
Abstract. Robustness has long been recognised as a critical issue for coevolutionary learning. It has been achieved in a number of cases, though usually in domains which involve so...
FLAIRS
2004
15 years 1 months ago
2004
In this paper, we propose a cautious cooperative learning approach using distributed case-based reasoning. Our approach consists of two learning mechanisms: individual and coopera...
165
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SIGMOD
2006
ACM
15 years 12 months ago
2006
ACM
As data streams are gaining prominence in a growing number of emerging application domains, classification on data streams is becoming an active research area. Currently, the typi...
111
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ICML
2010
IEEE
15 years 27 days ago
2010
IEEE
The goal of transfer learning is to improve the learning of a new target concept given knowledge of related source concept(s). We introduce the first boosting-based algorithms for...
109
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IWANN
2001
Springer
15 years 4 months ago
2001
Springer
Abstract. Mechanisms for adapting models, filters, regulators and so on to changing properties of a system are of fundamental importance in many modern identification, estimation...