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» On Learning with Integral Operators
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109
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AIME
2007
Springer
15 years 8 months ago
Machine Learning Techniques for Decision Support in Anesthesia
Abstract. The growing availability of measurement devices in the operating room enables the collection of a huge amount of data about the state of the patient and the doctors’ pr...
Olivier Caelen, Gianluca Bontempi, Luc Barvais
116
Voted
ICA
2007
Springer
15 years 8 months ago
Dictionary Learning for L1-Exact Sparse Coding
We have derived a new algorithm for dictionary learning for sparse coding in the ℓ1 exact sparse framework. The algorithm does not rely on an approximation residual to operate, b...
Mark D. Plumbley
101
Voted
HICSS
2005
IEEE
91views Biometrics» more  HICSS 2005»
15 years 8 months ago
Old is Gold: Integrating Older Workers in CSCW
The tradition of a worker who retires by age 65 is being replaced by a trend of longer periods of employment, leading people to believe that an aging workforce will be a major soc...
Gregorio Convertino, Umer Farooq, Mary Beth Rosson...
CIKM
2008
Springer
15 years 4 months ago
Integrating clustering and multi-document summarization to improve document understanding
Document understanding techniques such as document clustering and multi-document summarization have been receiving much attention in recent years. Current document clustering meth...
Dingding Wang, Shenghuo Zhu, Tao Li, Yun Chi, Yiho...
SDM
2004
SIAM
144views Data Mining» more  SDM 2004»
15 years 4 months ago
RBA: An Integrated Framework for Regression based on Association Rules
This paper explores a novel framework for building regression models using association rules. The model consists of an ordered set of IF-THEN rules, where the rule consequent is t...
Aysel Ozgur, Pang-Ning Tan, Vipin Kumar