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TKDE
2008
152views more  TKDE 2008»
15 years 4 months ago
SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis
Linear Discriminant Analysis (LDA) has been a popular method for extracting features that preserves class separability. The projection functions of LDA are commonly obtained by max...
Deng Cai, Xiaofei He, Jiawei Han
IJMI
2002
75views more  IJMI 2002»
15 years 3 months ago
Assessing the consistency of a biomedical terminology through lexical knowledge
: Objective: In this paper, we investigate the use of lexical knowledge for determining consistency in biomedical terminologies. We focus on adjectival modification as a way of ass...
Olivier Bodenreider, Anita Burgun, Thomas C. Rindf...
EMNLP
2010
15 years 2 months ago
Automatic Discovery of Manner Relations and its Applications
This paper presents a method for the automatic discovery of MANNER relations from text. An extended definition of MANNER is proposed, including restrictions on the sorts of concep...
Eduardo Blanco, Dan I. Moldovan
ICPR
2010
IEEE
15 years 2 months ago
Action Recognition Using Space-Time Shape Difference Images
A common approach to human action recognition is to use 2-D silhouettes in the space-time volume as a basis for further extraction of useful features. In this paper, we present a ...
Hao Qu, Liang Wang 0001, Christopher Leckie
IJCNN
2007
IEEE
15 years 10 months ago
Agnostic Learning vs. Prior Knowledge Challenge
We organized a challenge for IJCNN 2007 to assess the added value of prior domain knowledge in machine learning. Most commercial data mining programs accept data pre-formatted in ...
Isabelle Guyon, Amir Saffari, Gideon Dror, Gavin C...