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SDM
2008
SIAM
121views Data Mining» more  SDM 2008»
14 years 5 days ago
Integration of Multiple Networks for Robust Label Propagation
Transductive inference on graphs such as label propagation algorithms is receiving a lot of attention. In this paper, we address a label propagation problem on multiple networks a...
Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama
FSKD
2008
Springer
120views Fuzzy Logic» more  FSKD 2008»
13 years 11 months ago
An Unsupervised Gaussian Mixture Classification Mechanism Based on Statistical Learning Analysis
This paper presents a scheme for unsupervised classification with Gaussian mixture models by means of statistical learning analysis. A Bayesian Ying-Yang harmony learning system a...
Rui Nian, Guangrong Ji, Michel Verleysen
FSKD
2008
Springer
157views Fuzzy Logic» more  FSKD 2008»
13 years 11 months ago
Recommended or Not? Give Advice on Online Products
This paper introduces an opinion judgment system that automatically gives advice on whether to recommend this product and furthermore provides corresponding reasons. The core task...
Bing Qin, Yanyan Zhao, Leilei Gao, Ting Liu
GECCO
2008
Springer
144views Optimization» more  GECCO 2008»
13 years 11 months ago
Self-adaptive constructivism in Neural XCS and XCSF
For artificial entities to achieve high degrees of autonomy they will need to display appropriate adaptability. In this sense adaptability includes representational flexibility gu...
Gerard David Howard, Larry Bull, Pier Luca Lanzi
DCC
2008
IEEE
13 years 11 months ago
Coding Overcomplete Representations of Audio Using the MCLT
We propose a system for audio coding using the modulated complex lapped transform (MCLT). In general, it is difficult to encode signals using overcomplete representations without ...
Byung-Jun Yoon, Henrique S. Malvar