Sciweavers

4167 search results - page 643 / 834
» Regression model checking
Sort
View
146
Voted
WWW
2006
ACM
16 years 4 months ago
Large-scale text categorization by batch mode active learning
Large-scale text categorization is an important research topic for Web data mining. One of the challenges in large-scale text categorization is how to reduce the amount of human e...
Steven C. H. Hoi, Rong Jin, Michael R. Lyu
171
Voted
IJCNN
2007
IEEE
15 years 10 months ago
Agnostic Learning versus Prior Knowledge in the Design of Kernel Machines
Abstract— The optimal model parameters of a kernel machine are typically given by the solution of a convex optimisation problem with a single global optimum. Obtaining the best p...
Gavin C. Cawley, Nicola L. C. Talbot
148
Voted
CSDA
2008
128views more  CSDA 2008»
15 years 3 months ago
Classification tree analysis using TARGET
Tree models are valuable tools for predictive modeling and data mining. Traditional tree-growing methodologies such as CART are known to suffer from problems including greediness,...
J. Brian Gray, Guangzhe Fan
135
Voted
SIGIR
2008
ACM
15 years 3 months ago
Learning from labeled features using generalized expectation criteria
It is difficult to apply machine learning to new domains because often we lack labeled problem instances. In this paper, we provide a solution to this problem that leverages domai...
Gregory Druck, Gideon S. Mann, Andrew McCallum
133
Voted
DAC
2006
ACM
16 years 4 months ago
Transistor abstraction for the functional verification of FPGAs
or Abstraction for the Functional Verification of FPGAs Guy Dupenloup, Thierry Lemeunier, Roland Mayr Altera Corporation 101 Innovation Drive San Jose, CA 95134 1-408-544-8672 {gdu...
Guy Dupenloup, Thierry Lemeunier, Roland Mayr