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SDM
2011
SIAM
241views Data Mining» more  SDM 2011»
13 years 1 months ago
A Fast Algorithm for Sparse PCA and a New Sparsity Control Criteria
Sparse principal component analysis (PCA) imposes extra constraints or penalty terms to the standard PCA to achieve sparsity. In this paper, we first introduce an efficient algor...
Yunlong He, Renato Monteiro, Haesun Park
WWW
2003
ACM
14 years 11 months ago
Personal Voice Call Assistant: VoiceXML and SIP in a Distributed Environment
In this paper we introduce the architecture of a distributed service platform that integrates speech, web technology and voice-overIP technologies and describe how a specific serv...
Michael Pucher, Julia Tertyshnaya, Florian Wegsche...
PKDD
2007
Springer
86views Data Mining» more  PKDD 2007»
14 years 5 months ago
An Effective Approach to Enhance Centroid Classifier for Text Categorization
Centroid Classifier has been shown to be a simple and yet effective method for text categorization. However, it is often plagued with model misfit (or inductive bias) incurred by i...
Songbo Tan, Xueqi Cheng
JUCS
2008
107views more  JUCS 2008»
13 years 11 months ago
Informatics for Historians: Tools for Medieval Document XML Markup, and their Impact on the History-Sciences
: This article is a revised and extended version of [VBG, 07]. We conjecture that the digitalization of historical text documents as a basis of data mining and information retrieva...
Benjamin Burkard, Georg Vogeler, Stefan Gruner
ACL
2009
13 years 8 months ago
Extracting Paraphrases of Technical Terms from Noisy Parallel Software Corpora
In this paper, we study the problem of extracting technical paraphrases from a parallel software corpus, namely, a collection of duplicate bug reports. Paraphrase acquisition is a...
Xiaoyin Wang, David Lo, Jing Jiang, Lu Zhang, Hong...