Publications - Machine Learning SG

Recent applications of Hidden Markov Models in computational biology. (2004)

Khar Heng Choo Joo Chuan Tong Louxin Zhang

multiple sequence alignment alignment free sequence analysis gene prediction hidden markov model protein structure prediction +7 more

Genomics, Proteomics & Bioinformatics 23 citations Published 2004-05-01
Prediction of Torsade-Causing Potential of Drugs by Support Vector Machine Approach (2004)

C. W. Yap C. Z. Cai Y. Xue Y. Z. Chen

support vector machine cross validation machine learning drug discovery computer science +4 more

Toxicological Sciences 93 citations Published 2004-05-01
Multiresponse systems optimization using a goal attainment approach (2004)

Kai Xu Dennis K.J. Lin Loon-Ching Tang Min Xie

nonlinear programming optimization problem mathematical optimization machine learning mathematics +3 more

Iie Transactions 66 citations Published 2004-05-01
Integrated method for 3-D rigid-body displacement measurement using fringe projection (2004)

Cho Jui Tay Chenggen Quan Tao Wu Y. H. Huang

structured light 3d scanner digital image correlation image processing fourier transform projector +7 more

Optical Engineering 30 citations Published 2004-05-01
Classification of mammographic masses using generalized dynamic fuzzy neural networks. (2004)

Wei Keat Lim Meng Joo Er

artificial neural network contextual image classification fuzzy logic classifier digital mammography +7 more

Medical Physics 24 citations Published 2004-05-01
Classification of cardiac abnormalities using heart rate signals. (2004)

R. Acharya A. Kumar P. S. Bhat C. M. Lim S. S. lyengar N. Kannathal S. M. Krishnan

heart rate variability heart rate autonomic nervous system artificial neural network fuzzy logic +7 more

Medical & Biological Engineering & Computing 213 citations Published 2004-05-01
An efficient method for computing leave-one-out error in support vector machines with Gaussian kernels (2004)

M.M.S. Lee S.S. Keerthi Chong Jin Ong D. DeCoste

relevance vector machine margin classifier least squares support vector machine kernel method iterative method +6 more

IEEE Transactions on Neural Networks 99 citations Published 2004-05-01
Adaptive dual-cross search algorithm for block-matching motion estimation (2004)

Xuan-Quang Banh Yap-Peng Tan

beam search search algorithm best first search beam stack search iterative deepening depth first search +7 more

IEEE Transactions on Consumer Electronics 69 citations Published 2004-05-01
A new physical model with multilayer architecture for facial expression animation using dynamic adaptive mesh (2004)

Yu Zhang E.C. Prakash E. Sung

computer animation facial expression facial muscles dynamic simulation mesh generation +6 more

IEEE Transactions on Visualization and Computer Graphics 102 citations Published 2004-05-01
Rapid and automatic detection of brain tumors in MR images (2004)

Zhengjia Wang Zhengjia Wang Qingmao Hu KiaFock Loe Aamer Aziz Wieslaw L. Nowinski

absolute difference asymmetry histogram pixel correlation coefficient +6 more

Medical Imaging 2004: Physiology, Function, and Structure from Medical Images 19 citations Published 2004-04-30
Computer simulation in conjunction with medical thermography as an adjunct tool for early detection of breast cancer. (2004)

Eddie Y-K Ng NM Sudharsan

mammography thermography breast cancer machine learning adjunct +7 more

BMC Cancer 130 citations Published 2004-04-28
Active noise control using a simplified fuzzy neural network (2004)

Qi-Zhi Zhang Woon-Seng Gan

adaptive neuro fuzzy inference system time delay neural network neuro fuzzy probabilistic neural network artificial neural network +3 more

Journal of Sound and Vibration 24 citations Published 2004-04-22
Computational Intelligence Methods For Rule-Based Data Understanding (2004)

W. Duch R. Setiono J.M. Zurada

rule based system computational intelligence data modeling decision tree expert system +7 more

Proceedings of the IEEE 253 citations Published 2004-04-19
The analysis and applications of adaptive-binning color histograms (2004)

Wee Kheng Leow Rui Li

color histogram earth mover s distance adaptive histogram equalization histogram matching histogram +7 more

Computer Vision and Image Understanding 76 citations Published 2004-04-01
Meta-Lamarckian learning in memetic algorithms (2004)

Yew Soon Ong A.J. Keane

memetic algorithm guided local search local search adaptive learning genetic algorithm +6 more

IEEE Transactions on Evolutionary Computation 742 citations Published 2004-04-01
Lane detection and tracking using B-Snake (2004)

Yue Wang Eam Khwang Teoh Dinggang Shen

poison control minimum mean square error parallel machine vision computer vision +7 more

Image and Vision Computing 1,034 citations Published 2004-04-01
Enzyme family classification by support vector machines. (2004)

C.Z. Cai L.Y. Han Z.L. Ji Y.Z. Chen

protein function prediction matthews correlation coefficient support vector machine protein family protein sequencing +7 more

Proteins 217 citations Published 2004-04-01
A new approach to hierarchical clustering and structuring of data with Self-Organizing Maps (2004)

Elias Pampalk Gerhard Widmer Alvin Chan

hierarchical clustering hierarchical network model hierarchical clustering of networks self organizing map exploratory data analysis +7 more

intelligent data analysis 24 citations Published 2004-04-01
Improving noun phrase coreference resolution by matching strings (2004)

Xiaofeng Yang Guodong Zhou Jian Su Chew Lim Tan

noun phrase coreference string searching algorithm relative clause natural language processing +5 more

IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing 30 citations Published 2004-03-22
Semi-supervised Text Classification Using Partitioned EM (2004)

Gao Cong Wee Sun Lee Haoran Wu Bing Liu

semi supervised learning cluster analysis mixture model expectation maximization algorithm pattern recognition +7 more

International Conference on Database Systems for Advanced Applications 23 citations Published 2004-03-17

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Recent applications of Hidden Markov Models in computational biology. (2004)

Prediction of Torsade-Causing Potential of Drugs by Support Vector Machine Approach (2004)

Multiresponse systems optimization using a goal attainment approach (2004)

Integrated method for 3-D rigid-body displacement measurement using fringe projection (2004)

Classification of mammographic masses using generalized dynamic fuzzy neural networks. (2004)

Classification of cardiac abnormalities using heart rate signals. (2004)

An efficient method for computing leave-one-out error in support vector machines with Gaussian kernels (2004)

Adaptive dual-cross search algorithm for block-matching motion estimation (2004)

A new physical model with multilayer architecture for facial expression animation using dynamic adaptive mesh (2004)

Rapid and automatic detection of brain tumors in MR images (2004)

Computer simulation in conjunction with medical thermography as an adjunct tool for early detection of breast cancer. (2004)

Active noise control using a simplified fuzzy neural network (2004)

Computational Intelligence Methods For Rule-Based Data Understanding (2004)

The analysis and applications of adaptive-binning color histograms (2004)

Meta-Lamarckian learning in memetic algorithms (2004)

Lane detection and tracking using B-Snake (2004)

Enzyme family classification by support vector machines. (2004)

A new approach to hierarchical clustering and structuring of data with Self-Organizing Maps (2004)

Improving noun phrase coreference resolution by matching strings (2004)

Semi-supervised Text Classification Using Partitioned EM (2004)