Sciweavers

12836 search results - page 281 / 2568
» Generalization Methods in Bioinformatics
Sort
View
JMLR
2010
135views more  JMLR 2010»
15 years 3 months ago
Bundle Methods for Regularized Risk Minimization
A wide variety of machine learning problems can be described as minimizing a regularized risk functional, with different algorithms using different notions of risk and differen...
Choon Hui Teo, S. V. N. Vishwanathan, Alex J. Smol...
IWSOS
2009
Springer
15 years 11 months ago
A Survey of Models and Design Methods for Self-organizing Networked Systems
Self-organization, whereby through purely local interactions, global order and structure emerge, is studied broadly across many fields of science, economics, and engineering. We ...
Wilfried Elmenreich, Raissa D'Souza, Christian Bet...
ICPR
2008
IEEE
15 years 11 months ago
An extended version of the k-means method for overlapping clustering
This paper deals with overlapping clustering, a trade off between crisp and fuzzy clustering. It has been motivated by recent applications in various domains such as information r...
Guillaume Cleuziou
TABLEAUX
2007
Springer
15 years 11 months ago
Tree-Sequent Methods for Subintuitionistic Predicate Logics
Subintuitionistic logics are a class of logics defined by using Kripke models with more general conditions than those for intuitionistic logic. In this paper we study predicate lo...
Ryo Ishigaki, Kentaro Kikuchi
COMPGEOM
2006
ACM
15 years 10 months ago
How slow is the k-means method?
The k-means method is an old but popular clustering algorithm known for its observed speed and its simplicity. Until recently, however, no meaningful theoretical bounds were known...
David Arthur, Sergei Vassilvitskii