614 search results - page 48 / 123 » Similarity-based Approach to Relevance Learning |
116
Voted
NIPS
1998
15 years 5 months ago
1998
Lazy learning is a memory-based technique that, once a query is received, extracts a prediction interpolating locally the neighboring examples of the query which are considered re...
115
Voted
ICCV
2005
IEEE
16 years 5 months ago
2005
IEEE
Example-based learning of codes that statistically encode general image classes is of vital importance for computational vision. Recently, non-negative matrix factorization (NMF) ...
149
Voted
ICIP
2006
IEEE
16 years 5 months ago
2006
IEEE
The automatic computation of features for content-based image retrieval still has difficulties to represent the concepts the user has in mind. Whenever an additional learning stra...
122
Voted
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
In the paper we propose a new type of regularization procedure for training sparse Bayesian methods for classification. Transforming Hessian matrix of log-likelihood function to d...
165
Voted
WILF
2005
Springer
15 years 9 months ago
2005
Springer
Computing methods that allow the efficient and accurate processing of experimentally gathered data play a crucial role in biological research. The aim of this paper is to present a...