Publications - Machine Learning SG

Fast face identification under varying pose from a single 2-D model view (2001)

Yongsheng Gao M. K. H. Leung W. Wang Siu Cheung Hui

3d pose estimation articulated body pose estimation facial recognition system feature extraction computer vision +5 more

IEE Proceedings - Vision, Image, and Signal Processing 56 citations Published 2001-08-01
ENGINEERING DESIGN OPTIMIZATION USING A SWARM WITH AN INTELLIGENT INFORMATION SHARING AMONG INDIVIDUALS (2001)

Tapabrata Ray Pankaj Saini

multi swarm optimization swarm behaviour optimization problem constrained optimization information sharing +7 more

Engineering Optimization 184 citations Published 2001-08-01
Application of support vector machines in financial time series forecasting (2001)

Francis E.H Tay Lijuan Cao

support vector machine artificial neural network backpropagation economic forecasting free parameter +6 more

Omega-international Journal of Management Science 1,378 citations Published 2001-08-01
A simple neural network for ARMA(p,q) time series (2001)

H.Brian Hwarng H.T Ang

autoregressive moving average model autoregressive model time series autoregressive integrated moving average time complexity +6 more

Omega-international Journal of Management Science 84 citations Published 2001-08-01
A prototype genetic algorithm-enhanced rough set-based rule induction system (2001)

Li Pheng Khoo Lian-Yin Zhai

rule induction dominance based rough set approach rough set decision rule problem domain +7 more

Computers in Industry 52 citations Published 2001-08-01
A fast approach for automatic generation of fuzzy rules by generalized dynamic fuzzy neural networks (2001)

Shiqian Wu Meng Joo Er Yang Gao

neuro fuzzy fuzzy set operations fuzzy classification fuzzy number defuzzification +7 more

IEEE Transactions on Fuzzy Systems 483 citations Published 2001-08-01
A comparative study of saliency analysis and genetic algorithm for feature selection in support vector machines (2001)

Francis Eng Hock Tay Li Juan Cao

feature vector feature feature selection support vector machine network complexity +7 more

intelligent data analysis 69 citations Published 2001-08-01
Hand gesture segmentation, recognition and application (2001)

Xiaoming Yin Ming Xie

gesture recognition image segmentation scale space segmentation segmentation based object categorization gesture +6 more

Proceedings 2001 IEEE International Symposium on Computational Intelligence in Robotics and Automation (Cat. No.01EX515) 23 citations Published 2001-07-29
Application of evolutionary artificial potential field in robot soccer system (2001)

P. Vadakkepat Tong Heng Lee Liu Xin

robot control mobile robot mobile robot navigation robot motion planning +6 more

Proceedings Joint 9th IFSA World Congress and 20th NAFIPS International Conference (Cat. No. 01TH8569) 73 citations Published 2001-07-25
Predicting time series with wavelet packet neural networks (2001)

Lipo Wang Kok Keong Teo Zhiping Lin

wavelet packet decomposition discrete wavelet transform wavelet transform stationary wavelet transform wavelet +6 more

IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222) 102 citations Published 2001-07-15
Modelling Classification Performance for Large Data Sets (2001)

Baohua Gu Feifang Hu Huan Liu

stability unsupervised learning online machine learning ensemble learning learning curve +7 more

WAIM '01 Proceedings of the Second International Conference on Advances in Web-Age Information Management 14 citations Published 2001-07-09
A multifractal approach for auto-segmentation of SAR images (2001)

Du Gan Yeo Tat-Soon

radar imaging synthetic aperture radar inverse synthetic aperture radar image segmentation multifractal system +6 more

IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217) 15 citations Published 2001-07-09
Building Semantic Perceptron Net for Topic Spotting (2001)

Jimin Liu Tat-Seng Chua

semantic computing semantics spotting perceptron natural language processing +3 more

Proceedings of 39th Annual Meeting of the Association for Computational Linguistics 30 citations Published 2001-07-06
Robust invisible watermarking of volume data using the 3D DCT (2001)

Yinghui Wu Xin Guan M.S. Kankanhalli Zhiyong Huang

watermark digital watermarking peak signal to noise ratio robustness copy protection +6 more

Proceedings. Computer Graphics International 2001 55 citations Published 2001-07-03
Real-time physically-based facial expression animation using mass-spring system (2001)

Yu Zhang E.C. Prakash E. Sung

facial action coding system facial muscles facial expression computer animation animation +6 more

Proceedings. Computer Graphics International 2001 18 citations Published 2001-07-03
A multi-layered reflection model of natural human skin (2001)

C. So-Ling Ling Li

specular reflection diffuse reflection light scattering fresnel equations subsurface scattering +7 more

Proceedings. Computer Graphics International 2001 25 citations Published 2001-07-03
Rainfall and runoff forecasting with SSA-SVM approach (2001)

C. Sivapragasam Shie-Yui Liong M. F. K. Pasha

flood forecasting singular spectrum analysis support vector machine data mining machine learning +6 more

Journal of Hydroinformatics 186 citations Published 2001-07-01
Image fusion by using steerable pyramid (2001)

Zheng Liu Kazuhiko Tsukada Koichi Hanasaki Yeong-Khing Ho Yaping Dai

image fusion feature extraction computer vision pattern recognition computer science +4 more

Pattern Recognition Letters 176 citations Published 2001-07-01
A novel approach to the derivation of fuzzy membership functions using the Falcon-MART architecture (2001)

C Quek W.L Tung

neuro fuzzy fuzzy set operations fuzzy classification fuzzy number defuzzification +6 more

Pattern Recognition Letters 72 citations Published 2001-07-01
A Unified Loss Function in Bayesian Framework for Support Vector Regression (2001)

Wei Chu S. Sathiya Keerthi Chong Jin Ong

bayesian linear regression bayesian multivariate linear regression relevance vector machine least squares support vector machine bayesian vector autoregression +6 more

ICML '01 Proceedings of the Eighteenth International Conference on Machine Learning 21 citations Published 2001-06-28

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Fast face identification under varying pose from a single 2-D model view (2001)

ENGINEERING DESIGN OPTIMIZATION USING A SWARM WITH AN INTELLIGENT INFORMATION SHARING AMONG INDIVIDUALS (2001)

Application of support vector machines in financial time series forecasting (2001)

A simple neural network for ARMA(p,q) time series (2001)

A prototype genetic algorithm-enhanced rough set-based rule induction system (2001)

A fast approach for automatic generation of fuzzy rules by generalized dynamic fuzzy neural networks (2001)

A comparative study of saliency analysis and genetic algorithm for feature selection in support vector machines (2001)

Hand gesture segmentation, recognition and application (2001)

Application of evolutionary artificial potential field in robot soccer system (2001)

Predicting time series with wavelet packet neural networks (2001)

Modelling Classification Performance for Large Data Sets (2001)

A multifractal approach for auto-segmentation of SAR images (2001)

Building Semantic Perceptron Net for Topic Spotting (2001)

Robust invisible watermarking of volume data using the 3D DCT (2001)

Real-time physically-based facial expression animation using mass-spring system (2001)

A multi-layered reflection model of natural human skin (2001)

Rainfall and runoff forecasting with SSA-SVM approach (2001)

Image fusion by using steerable pyramid (2001)

A novel approach to the derivation of fuzzy membership functions using the Falcon-MART architecture (2001)

A Unified Loss Function in Bayesian Framework for Support Vector Regression (2001)