2097 search results - page 141 / 420 » Normalization in Support Vector Machines |
127
click to vote
FOCS
2010
IEEE
15 years 2 months ago
2010
IEEE
We present a new algorithm for learning a convex set in n-dimensional space given labeled examples drawn from any Gaussian distribution. The complexity of the algorithm is bounded ...
149
Voted
ICIP
2006
IEEE
16 years 6 months ago
2006
IEEE
In this paper we present a new scheme for detection and tracking of specific objects in a knowledge-based framework. The scheme uses a supervised learning method: Support Vector M...
149
click to vote
ICML
2001
IEEE
16 years 5 months ago
2001
IEEE
We generalize the classical algorithms of Valiant and Haussler for learning conjunctions and disjunctions of Boolean attributes to the problem of learning these functions over arb...
136
click to vote
IJCNN
2006
IEEE
15 years 10 months ago
2006
IEEE
— This paper reports a new document retrieval method using non-relevant documents. Especially, this paper reports a comparison of retrieval efficiency between One Class Support ...
132
click to vote
ICML
2003
IEEE
16 years 5 months ago
2003
IEEE
Naive Bayes is often used as a baseline in text classification because it is fast and easy to implement. Its severe assumptions make such efficiency possible but also adversely af...