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167
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CVPR
2009
IEEE
15 years 11 months ago
Manifold Discriminant Analysis
This paper presents a novel discriminative learning method, called Manifold Discriminant Analysis (MDA), to solve the problem of image set classification. By modeling each image s...
Ruiping Wang, Xilin Chen
115
Voted
ECAI
2004
Springer
15 years 10 months ago
Piece-Wise Model Fitting Using Local Data Patterns
In this paper we propose a novel classification algorithm that fits models of different complexity on separate regions of the input space. The goal is to achieve a balance betwee...
Ricardo Vilalta, Murali-Krishna Achari, Christoph ...
ICALT
2005
IEEE
15 years 10 months ago
The Effect of Interactivity on Web-Based Instruction Learners' Attitude, Satisfaction, and Performances
The Internet breaks the limitations of time and space and provides a flexible platform for learning. Learning is a two-way communication and interactivity is a process to enhance ...
Juei-ni Sun, Yu-chen Hsu
RSFDGRC
2005
Springer
126views Data Mining» more  RSFDGRC 2005»
15 years 10 months ago
Rough Sets and Higher Order Vagueness
Abstract. We present a rough set approach to vague concept approximation within the adaptive learning framework. In particular, the role of extensions of approximation spaces in se...
Andrzej Skowron, Roman W. Swiniarski
127
Voted
GECCO
2007
Springer
174views Optimization» more  GECCO 2007»
15 years 8 months ago
Classifier systems that compute action mappings
The learning in a niche based learning classifier system depends both on the complexity of the problem space and on the number of available actions. In this paper, we introduce a ...
Pier Luca Lanzi, Daniele Loiacono