Publications - Machine Learning SG

Speaker Diarization for Meeting Room Audio (2009)

Hanwu Sun Tin Lay Nwe Bin Ma Haizhou Li

speaker diarisation cluster analysis voice activity detection histogram nist +7 more

INTERSPEECH 25 citations Published 2009-01-01
Semi-supervised Learning by Sparse Representation. (2009)

Shuicheng Yan Huan Wang

adjacency list sparse approximation semi supervised learning unsupervised learning optimization problem +6 more

SDM 291 citations Published 2009-01-01
Probability Collectives: A Decentralized, Distributed Optimization for Multi-Agent Systems (2009)

Anand J. Kulkarni K. Tai

rosenbrock function multi agent system collective intelligence complex systems distributed computing +3 more

21 citations Published 2009-01-01
Performance simulations of moving target search algorithms (2009)

Peter K. K. Loh Edmond C. Prakash

computation artificial intelligence computer science algorithm abstraction +1 more

computer games 13 citations Published 2009-01-01
Nuclear pleomorphism scoring by selective cell nuclei detection (2009)

Jean-Romain Dalle Hao Li Chao-Hui Huang Wee Kheng Leow Daniel Racoceanu Thomas C. Putti

pleomorphism breast cancer pattern recognition artificial intelligence computer science +2 more

IEEE Workshop on Applications of Computer Vision (WACV 2009), 7-8 December, 2009, Snowbird, UT, USA 67 citations Published 2009-01-01
Novel Tools for Quantification of Brain Responses to Music Stimuli (2009)

O. Sourina V. V. Kulish A. Sourin

music psychology music therapy electroencephalography entropy fractal dimension +6 more

22 citations Published 2009-01-01
In situ particle size estimation for crystallization processes by multivariate image analysis (2009)

Debasis Sarkar Xuan-Tien Doan Zhou Ying Rajagopalan Srinivasan

image segmentation multivariate statistics statistical model robustness crystallization +7 more

Chemical Engineering Science 70 citations Published 2009-01-01
Imbalanced text classification: A term weighting approach (2009)

Ying Liu Han Tong Loh Aixin Sun

naive bayes classifier weighting support vector machine data set machine learning +7 more

Expert Systems With Applications 231 citations Published 2009-01-01
Identification of structurally conserved residues of proteins in absence of structural homologs using neural network ensemble (2009)

Ganesan Pugalenthi Ke Tang P. N. Suganthan Saikat Chakrabarti

structural alignment protein domain protein structure conserved sequence artificial neural network +7 more

Bioinformatics 14 citations Published 2009-01-01
Gene Classification Using Codon Usage and Support Vector Machines (2009)

Jianmin Ma Minh N. Nguyen Jagath C. Rajapakse

codon usage bias support vector machine feature vector classifier human leukocyte antigen +7 more

IEEE/ACM Transactions on Computational Biology and Bioinformatics 35 citations Published 2009-01-01
Creating Human-like Autonomous Players in Real-time First Person Shooter Computer Games (2009)

Di Wang Budhitama Subagdja Ah-Hwee Tan Gee-Wah Ng

computer game non cooperative game repeated game sequential game intelligent agent +5 more

51 citations Published 2009-01-01
Correspondence Propagation with Weak Priors (2009)

H. Wang S. Yan J. Liu X. Tang T.S. Huang

feature 3 dimensional matching feature extraction bipartite graph graph theory +6 more

IEEE Transactions on Image Processing 12 citations Published 2009-01-01
Can SVM be used for automatic EEG detection of drowsiness during car driving (2009)

Mervyn V.M. Yeo Xiansheng Li Kaiquan Shen Einar P.V. Wilder-Smith

poison control electroencephalography support vector machine alertness pattern recognition +7 more

Safety Science 332 citations Published 2009-01-01
Boosting discriminant learners for gait recognition using MPCA features (2009)

Haiping Lu K. N. Plataniotis A. N. Venetsanopoulos

feature linear discriminant analysis multilinear principal component analysis feature vector feature +7 more

Eurasip Journal on Image and Video Processing 13 citations Published 2009-01-01
ARGALI: An Automatic Cup-to-Disc Ratio Measurement System for Glaucoma Analysis Using Level-set Image Processing (2009)

J. Liu D. W. K. Wong J. H. Lim H. Li N. M. Tan Z. Zhang T. Y. Wong R. Lavanya

optic cup cup to disc ratio optic disc glaucoma fundus +6 more

87 citations Published 2009-01-01
An SVM Kernel With GMM-Supervector Based on the Bhattacharyya Distance for Speaker Recognition (2009)

Chang Huai You Kong Aik Lee Haizhou Li

speaker recognition support vector machine bhattacharyya distance covariance mixture model +7 more

IEEE Signal Processing Letters 110 citations Published 2009-01-01
A platform for facilitating mass collaborative product realization (2009)

M. Fathianathan J.H. Panchal A.Y.C. Nee

mass collaboration product design collective intelligence engineering design process engineering management +5 more

Cirp Annals-manufacturing Technology 13 citations Published 2009-01-01
A note on knowledge discovery using neural networks and its application to credit card screening (2009)

Rudy Setiono Bart Baesens Bart Baesens Christophe Mues

knowledge extraction artificial neural network credit card information extraction artificial intelligence +5 more

European Journal of Operational Research 53 citations Published 2009-01-01
A new presentation and exploration of human cerebral vasculature correlated with surface and sectional neuroanatomy (2009)

Wieslaw L. Nowinski Arumugam Thirunavuukarasuu Ihar Volkau Yevgen Marchenko Bivi Aminah Arnaud Gelas Su Huang Looi Chow Lee Jimin Liu Ting Ting Ng Natalia G. Nowinska Guoyu Yu Qian Fiftarina Puspitasari Val M. Runge

compositing medical imaging computer graphics animation neuroanatomy +6 more

Anatomical Sciences Education 26 citations Published 2009-01-01
A local experts organization model with application to face emotion recognition (2009)

Jia-Jun Wong Siu-Yeung Cho

hierarchical database model tree structure classifier support vector machine machine learning +6 more

Expert Systems With Applications 26 citations Published 2009-01-01

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Speaker Diarization for Meeting Room Audio (2009)

Semi-supervised Learning by Sparse Representation. (2009)

Probability Collectives: A Decentralized, Distributed Optimization for Multi-Agent Systems (2009)

Performance simulations of moving target search algorithms (2009)

Nuclear pleomorphism scoring by selective cell nuclei detection (2009)

Novel Tools for Quantification of Brain Responses to Music Stimuli (2009)

In situ particle size estimation for crystallization processes by multivariate image analysis (2009)

Imbalanced text classification: A term weighting approach (2009)

Identification of structurally conserved residues of proteins in absence of structural homologs using neural network ensemble (2009)

Gene Classification Using Codon Usage and Support Vector Machines (2009)

Creating Human-like Autonomous Players in Real-time First Person Shooter Computer Games (2009)

Correspondence Propagation with Weak Priors (2009)

Can SVM be used for automatic EEG detection of drowsiness during car driving (2009)

Boosting discriminant learners for gait recognition using MPCA features (2009)

ARGALI: An Automatic Cup-to-Disc Ratio Measurement System for Glaucoma Analysis Using Level-set Image Processing (2009)

An SVM Kernel With GMM-Supervector Based on the Bhattacharyya Distance for Speaker Recognition (2009)

A platform for facilitating mass collaborative product realization (2009)

A note on knowledge discovery using neural networks and its application to credit card screening (2009)

A new presentation and exploration of human cerebral vasculature correlated with surface and sectional neuroanatomy (2009)

A local experts organization model with application to face emotion recognition (2009)