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99
Voted
ICC
2007
IEEE
126views Communications» more  ICC 2007»
15 years 7 months ago
A New Initial Codebook Algorithm for Learning Vector Quantization
—In this paper, a new sorting initial codebook algorithm for learning vector quantization (LVQ) based upon selforganizing feature maps (SOM) has been proposed. The basic idea is ...
Hongsong Li, Baohua Xu
84
Voted
ICRA
2002
IEEE
115views Robotics» more  ICRA 2002»
15 years 5 months ago
An Experiment in Internet-Based, Human-Assisted Robotics
: This paper describes an experimental exploration in Internet-based control of robots. The motivation of this work is that Internet communications can be exploited to achieve grea...
Lung Ngai, Wyatt S. Newman, Vincenzo Liberatore
SSPR
1998
Springer
15 years 5 months ago
Modified Minimum Classification Error Learning and Its Application to Neural Networks
A novel method to improve the generalization performance of the Minimum Classification Error (MCE) / Generalized Probabilistic Descent (GPD) learning is proposed. The MCE/GPD learn...
Hiroshi Shimodaira, Jun Rokui, Mitsuru Nakai
108
Voted
CPM
2009
Springer
131views Combinatorics» more  CPM 2009»
15 years 4 months ago
Linear Time Suffix Array Construction Using D-Critical Substrings
In this paper we present in detail a new efficient linear time and space suffix array construction algorithm(SACA), called the D-CriticalSubstring algorithm. The algorithm is built...
Ge Nong, Sen Zhang, Wai Hong Chan
100
Voted
ICMLA
2008
15 years 2 months ago
Detection of Sequential Outliers Using a Variable Length Markov Model
Mining for outliers in sequential databases is crucial to forward appropriate analysis of data. Therefore, many approaches for the discovery of such anomalies have been proposed. ...
Cécile Low-Kam, Anne Laurent, Maguelonne Te...