Sciweavers

1860 search results - page 28 / 372
» Boosting Methods for Regression
Sort
View
ICML
2005
IEEE
14 years 8 months ago
A general regression technique for learning transductions
The problem of learning a transduction, that is a string-to-string mapping, is a common problem arising in natural language processing and computational biology. Previous methods ...
Corinna Cortes, Mehryar Mohri, Jason Weston
FSS
2006
86views more  FSS 2006»
13 years 7 months ago
An omission approach for detecting outliers in fuzzy regression models
Since Tanaka et al. in 1982 proposed a study in linear regression with a fuzzy model, fuzzy regression analysis has been widely studied and applied in various areas. However, Tana...
Wen-Liang Hung, Miin-Shen Yang
JMLR
2012
11 years 9 months ago
Robust Multi-task Regression with Grossly Corrupted Observations
We consider the multiple-response regression problem, where the response is subject to sparse gross errors, in the high-dimensional setup. We propose a tractable regularized M-est...
Huan Xu, Chenlei Leng
HICSS
2008
IEEE
93views Biometrics» more  HICSS 2008»
14 years 1 months ago
An Exploration of the Hygiene and Motivator Aspects of WebQual Constructs in Predicting Website Reuse
Most existing studies of website characteristics and their impact on intentions have assumed a linear relationship between them. However, motivational theories suggest that while ...
Ben Q. Liu, Dale Goodhue
ICDM
2008
IEEE
106views Data Mining» more  ICDM 2008»
14 years 1 months ago
Boosting Relational Sequence Alignments
The task of aligning sequences arises in many applications. Classical dynamic programming approaches require the explicit state enumeration in the reward model. This is often impr...
Andreas Karwath, Kristian Kersting, Niels Landwehr