2712 search results - page 208 / 543 » On learning algorithm selection for classification |
153
click to vote
ACL
1998
15 years 8 months ago
1998
This paper proposes a novel method for learning probability models of subcategorization preference of verbs. We consider the issues of case dependencies and noun class generalizat...
197
click to vote
KDD
2007
ACM
16 years 7 months ago
2007
ACM
In analyzing data from social and communication networks, we encounter the problem of classifying objects where there is an explicit link structure amongst the objects. We study t...
163
click to vote
HIS
2004
15 years 8 months ago
2004
Microarray data often contains multiple missing genetic expression values that degrade the performance of statistical and machine learning algorithms. This paper presents a K rank...
145
click to vote
ATAL
2007
Springer
16 years 23 days ago
2007
Springer
This paper proposes a context-dependent case-based mechanism for selecting negotiation partners with the focus on the adaptation of similarity relations to a specific context. Th...
199
click to vote
COLT
2003
Springer
15 years 11 months ago
2003
Springer
This paper extends the game-theoretic notion of internal regret to the case of on-line potfolio selection problems. New sequential investment strategies are designed to minimize th...