1180 search results - page 30 / 236 » An Instance Selection Approach to Multiple Instance Learning |
ISMIR
2004
Springer
14 years 2 months ago
2004
Springer
Recent research has studied the relevance of various features for automatic genre classification, showing the particular importance of tempo in dance music classification. We co...
EMNLP
2009
13 years 6 months ago
2009
Methods that learn from prior information about input features such as generalized expectation (GE) have been used to train accurate models with very little effort. In this paper,...
ICML
2009
IEEE
13 years 6 months ago
2009
IEEE
We address the problem of learning classifiers using several kernel functions. On the contrary to many contributions in the field of learning from different sources of information...
IJCNN
2007
IEEE
14 years 3 months ago
2007
IEEE
Abstract - We discuss an ensemble-of-classifiers based algorithm for the missing feature problem. The proposed approach is inspired in part by the random subspace method, and in pa...
ACL
2010
13 years 6 months ago
2010
This research explores the idea of inducing domain-specific semantic class taggers using only a domain-specific text collection and seed words. The learning process begins by indu...