Publications - Machine Learning SG

Non-genetic transmission of memes by diffusion (2008)

Quang Huy Nguyen Yew Soon Ong Meng Hiot Lim

memetic algorithm memetics cultural algorithm universal darwinism cultural transmission in animals +5 more

Proceedings of the 10th annual conference on Genetic and evolutionary computation 22 citations Published 2008-07-13
Solving traveling salesman problems using generalized chromosome genetic algorithm (2008)

Jinhui Yang Chunguo Wu Chunguo Wu Heow Pueh Lee Heow Pueh Lee Yanchun Liang

2 opt bottleneck traveling salesman problem travelling salesman problem genetic algorithm artificial intelligence +3 more

Progress in Natural Science 81 citations Published 2008-07-10
Regularity selection for effective 3D object reconstruction from a single line drawing (2008)

Sun Yuan Lee Yong Tsui Sun Jie

iterative reconstruction 3d reconstruction support vector machine pattern recognition image processing +6 more

Pattern Recognition Letters 24 citations Published 2008-07-10
Probabilistic optimized ranking for multimedia semantic concept detection via RVM (2008)

Yan-Tao Zheng Shi-Yong Neo Tat-Seng Chua Qi Tian

ranking svm relevance vector machine probabilistic logic support vector machine learning to rank +7 more

Proceedings of the 2008 international conference on Content-based image and video retrieval 16 citations Published 2008-07-07
Eating activity primitives detection - a step towards ADL recognition (2008)

A. Tolstikov J. Biswas Chen-Khong Tham P. Yap

dynamic bayesian network bayesian probability activities of daily living artificial intelligence probability distribution +4 more

HealthCom 2008 - 10th International Conference on e-health Networking, Applications and Services 33 citations Published 2008-07-07
Detection of activities for daily life surveillance: Eating and drinking (2008)

S. Zhang M.H. Ang W. Xiao C.K. Tham

feature extraction hierarchical temporal memory statistical classification gesture recognition extended kalman filter +6 more

HealthCom 2008 - 10th International Conference on e-health Networking, Applications and Services 21 citations Published 2008-07-07
Automatic image annotation via local multi-label classification (2008)

Mei Wang Xiangdong Zhou Tat-Seng Chua

semantic similarity semantic computing image retrieval semantic gap semantic compression +6 more

Proceedings of the 2008 international conference on Content-based image and video retrieval 81 citations Published 2008-07-07
An auditory model for robust speech recognition (2008)

Xuewen Luo Ing Yann Soon Chai Kiat Yeo

speech processing voice activity detection feature extraction mel frequency cepstrum hidden markov model +7 more

2008 International Conference on Audio, Language and Image Processing 13 citations Published 2008-07-07
Active kernel learning (2008)

Steven C. H. Hoi Rong Jin

radial basis function kernel tree kernel kernel embedding of distributions string kernel polynomial kernel +6 more

Proceedings of the 25th international conference on Machine learning 22 citations Published 2008-07-05
An Enhanced Online Sequential Extreme Learning Machine algorithm (2008)

Yu Jun Meng Joo Er

extreme learning machine artificial neural network feedforward neural network radial basis function artificial intelligence +5 more

2008 Chinese Control and Decision Conference 15 citations Published 2008-07-02
Wavelet packet transform basis selection method for set partitioning in hierarchical trees (2008)

Ashraf Ali Bin Mohamed Kassim Yan Niu Dornoosh Zonoobi

set partitioning in hierarchical trees wavelet packet decomposition discrete wavelet transform wavelet transform stationary wavelet transform +6 more

Journal of Electronic Imaging 12 citations Published 2008-07-01
ROC analysis with multiple classes and multiple tests: methodology and its application in microarray studies. (2008)

Jialiang Li Jason P. Fine

receiver operating characteristic decision rule bootstrapping multinomial logistic regression pattern recognition +6 more

Biostatistics 130 citations Published 2008-07-01
Ovarian cancer diagnosis with complementary learning fuzzy neural network (2008)

Tuan Zea Tan Chai Quek Geok See Ng Khalil Razvi

adaptive resonance theory artificial neural network computational intelligence machine learning clinical decision support system +7 more

Artificial Intelligence in Medicine 67 citations Published 2008-07-01
No-reference noticeable blockiness estimation in images (2008)

Guangtao Zhai Wenjun Zhang Xiaokang Yang Weisi Lin Yi Xu

discrete cosine transform deblocking filter image quality image processing human visual system model +6 more

Signal Processing-image Communication 32 citations Published 2008-07-01
EEG-based mental fatigue measurement using multi-class support vector machines with confidence estimate (2008)

Kai-Quan Shen Xiao-Ping Li Chong-Jin Ong Shi-Yun Shao Einar P.V. Wilder-Smith

poison control probabilistic logic support vector machine electroencephalography confidence interval +6 more

Clinical Neurophysiology 171 citations Published 2008-07-01
DJIA stock selection assisted by neural network (2008)

Tong-Seng Quah

adaptive neuro fuzzy inference system artificial neural network perceptron time complexity inference +6 more

Expert Systems With Applications 63 citations Published 2008-07-01
Brief paper: Adaptive task-space regulation of rigid-link flexible-joint robots with uncertain kinematics (2008)

Chao Liu Chien Chern Cheah Jean-Jacques E. Slotine

robot kinematics robot control adaptive control kinematics robotics +7 more

Automatica 30 citations Published 2008-07-01
An Effective Technique for Subpixel Image Registration Under Noisy Conditions (2008)

Li Chen Kim-Hui Yap

gaussian noise subpixel rendering bispectrum signal to noise ratio higher order statistics +6 more

systems man and cybernetics 26 citations Published 2008-07-01
A General Wrapper Approach to Selection of Class-Dependent Features (2008)

Lipo Wang Nina Zhou Feng Chu

linear classifier feature selection feature support vector machine feature extraction +7 more

IEEE Transactions on Neural Networks 119 citations Published 2008-07-01
SARSOP: Efficient Point-Based POMDP Planning by Approximating Optimally Reachable Belief Spaces (2008)

Hanna Kurniawati David Hsu Wee Sun Lee

partially observable markov decision process markov decision process robotics mobile robot robot +5 more

Robotics: Science and Systems 2008 887 citations Published 2008-06-25

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Non-genetic transmission of memes by diffusion (2008)

Solving traveling salesman problems using generalized chromosome genetic algorithm (2008)

Regularity selection for effective 3D object reconstruction from a single line drawing (2008)

Probabilistic optimized ranking for multimedia semantic concept detection via RVM (2008)

Eating activity primitives detection - a step towards ADL recognition (2008)

Detection of activities for daily life surveillance: Eating and drinking (2008)

Automatic image annotation via local multi-label classification (2008)

An auditory model for robust speech recognition (2008)

Active kernel learning (2008)

An Enhanced Online Sequential Extreme Learning Machine algorithm (2008)

Wavelet packet transform basis selection method for set partitioning in hierarchical trees (2008)

ROC analysis with multiple classes and multiple tests: methodology and its application in microarray studies. (2008)

Ovarian cancer diagnosis with complementary learning fuzzy neural network (2008)

No-reference noticeable blockiness estimation in images (2008)

EEG-based mental fatigue measurement using multi-class support vector machines with confidence estimate (2008)

DJIA stock selection assisted by neural network (2008)

Brief paper: Adaptive task-space regulation of rigid-link flexible-joint robots with uncertain kinematics (2008)

An Effective Technique for Subpixel Image Registration Under Noisy Conditions (2008)

A General Wrapper Approach to Selection of Class-Dependent Features (2008)

SARSOP: Efficient Point-Based POMDP Planning by Approximating Optimally Reachable Belief Spaces (2008)