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ICNC
2005
Springer
14 years 3 months ago
A Game-Theoretic Approach to Competitive Learning in Self-Organizing Maps
Abstract. Self-Organizing Maps (SOM) is a powerful tool for clustering and discovering patterns in data. Competitive learning in the SOM training process focusses on finding a neu...
Joseph P. Herbert, Jingtao Yao
ICRA
2002
IEEE
140views Robotics» more  ICRA 2002»
14 years 3 months ago
Using Multiple Disparity Hypotheses for Improved Indoor Stereo
This paper describes the design and implementation of an algorithm for improving the performance of stereo vision in environments presenting repetitive patterns or regions with re...
Cristian Dima, Simon Lacroix
SAC
2010
ACM
14 years 3 months ago
Data stream anomaly detection through principal subspace tracking
We consider the problem of anomaly detection in multiple co-evolving data streams. In this paper, we introduce FRAHST (Fast Rank-Adaptive row-Householder Subspace Tracking). It au...
Pedro Henriques dos Santos Teixeira, Ruy Luiz Mili...
ICMCS
2000
IEEE
84views Multimedia» more  ICMCS 2000»
14 years 2 months ago
A Study on N-Gram Indexing of Musical Features
Since only simple symbol-based manipulations are needed,n-gram indexingis used for naturallanguageswhere syntactic or semantic analyses are often difficult. Music, whose automatic...
Chi Lap Yip, Ben Kao
ICDE
2007
IEEE
114views Database» more  ICDE 2007»
14 years 2 months ago
Group Recommending: A methodological Approach based on Bayesian Networks
The problem of building Recommender Systems has attracted considerable attention in recent years, but most recommender systems are designed for recommending items for individuals....
Luis M. de Campos, Juan M. Fernández-Luna, ...