Publications - Machine Learning SG

High-speed face recognition based on discrete cosine transform and RBF neural networks (2005)

Meng Joo Er W. Chen Shiqian Wu

discrete cosine transform facial recognition system artificial neural network linear discriminant analysis feret database +6 more

IEEE Transactions on Neural Networks 364 citations Published 2005-05-01
Efficient partial-surface registration for 3D objects (2005)

G. Xiao S. H. Ong K. W. C. Foong

pose image registration iterative method iterative refinement cluster analysis +7 more

Computer Vision and Image Understanding 17 citations Published 2005-05-01
Coordinating Multiple Agents via Reinforcement Learning (2005)

Gang Chen Zhonghua Yang Hao He Kiah Mok Goh

reinforcement learning fuzzy logic coordination game artificial intelligence computer science +2 more

Autonomous Agents and Multi-Agent Systems 14 citations Published 2005-05-01
Application of neural networks for software quality prediction using object-oriented metrics (2005)

Mie Mie Thet Thwin Tong-Seng Quah

time delay neural network probabilistic neural network deep learning types of artificial neural networks artificial neural network +7 more

Journal of Systems and Software 186 citations Published 2005-05-01
A soft double regularization approach to parametric blind image deconvolution (2005)

Li Chen Kim-Hui Yap

image restoration parametric model parametric statistics deconvolution image processing +6 more

IEEE Transactions on Image Processing 67 citations Published 2005-05-01
A distributed evolutionary classifier for knowledge discovery in data mining (2005)

K.C. Tan Q. Yu T.H. Lee

knowledge extraction classifier concurrency control information extraction knowledge based systems +7 more

systems man and cybernetics 19 citations Published 2005-05-01
A novel framework for automated 3D PDM construction using deformable models (2005)

Zheen Zhao Eam Khwang Teoh

point distribution model algorithm outlier computer vision tomographic reconstruction +3 more

Medical Imaging 2005: Image Processing 19 citations Published 2005-04-29
Hybrid PRM Sampling with a Cost-Sensitive Adaptive Strategy (2005)

D. Hsu G. Sanchez-Ante Zheng Sun

sampling probabilistic roadmap motion planning adaptive strategies robotics +5 more

Proceedings of the 2005 IEEE International Conference on Robotics and Automation 148 citations Published 2005-04-18
Adaptive Jacobian Tracking Control of Robots based on Visual Task-space Information (2005)

C.C. Cheah C. Liu J.J.E. Slotine

robot control robot kinematics inverse kinematics adaptive control robot +7 more

Proceedings of the 2005 IEEE International Conference on Robotics and Automation 26 citations Published 2005-04-18
A Mapping Method for Telemanipulation of the Non-Anthropomorphic Robotic Hands with Initial Experimental Validation (2005)

Heng Wang K.H. Low M.Y. Wang Feng Gong

robot control robot computer vision simulation engineering +5 more

Proceedings of the 2005 IEEE International Conference on Robotics and Automation 17 citations Published 2005-04-18
LS Bound based gene selection for DNA microarray data (2005)

Xin Zhou K. Z. Mao

upper and lower bounds linear discriminant analysis mahalanobis distance computational complexity theory support vector machine +7 more

Bioinformatics 93 citations Published 2005-04-15
Intelligent sensor fusion and learning for autonomous robot navigation (2005)

Kay Chen Tan Y. J. Chen L. F. Wang Dikai Liu

mobile robot navigation robot learning robot control social robot subsumption architecture +5 more

Applied Artificial Intelligence 11 citations Published 2005-04-13
Image enhancement for radiography inspection (2005)

Xin Wang Brian Stephen Wong Tui Chen Guan

adaptive histogram equalization histogram equalization balanced histogram thresholding color normalization median filter +6 more

Third International Conference on Experimental Mechanics and Third Conference of the Asian Committee on Experimental Mechanics 26 citations Published 2005-04-12
Many strings attached: from conventional to robotic marionette manipulation (2005)

I-Ming Chen Shusong Xing R. Tay Song Huat Yeo

robotics puppetry mechatronics humanoid robot robot +6 more

IEEE Robotics & Automation Magazine 16 citations Published 2005-04-04
Reinforcement learning combined with a fuzzy adaptive learning control network (FALCON-R) for pattern classification (2005)

K. H. Quah C. Quek G. Leedham

learning classifier system reinforcement learning unsupervised learning semi supervised learning robot learning +6 more

Pattern Recognition 15 citations Published 2005-04-01
Rapid and brief communication: Uncorrelated heteroscedastic LDA based on the weighted pairwise Chernoff criterion (2005)

A. K. Qin P. N. Suganthan M. Loog

covariance pairwise comparison heteroscedasticity matrix pattern recognition +3 more

Pattern Recognition 27 citations Published 2005-04-01
Predictive neural networks for gene expression data analysis (2005)

Ah-Hwee Tan Hong Pan

knowledge extraction dimensionality reduction feature extraction feature selection predictive modelling +7 more

Neural Networks 74 citations Published 2005-04-01
Prediction of protein relative solvent accessibility with a two‐stage SVM approach (2005)

Minh N. Nguyen Jagath C. Rajapakse

protein structure prediction support vector machine data set bayes theorem protein structure +6 more

Proteins 72 citations Published 2005-04-01
Multiscale LMMSE-based image denoising with optimal wavelet selection (2005)

Lei Zhang P. Bao Xiaolin Wu

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

IEEE Transactions on Circuits and Systems for Video Technology 172 citations Published 2005-04-01
Modeling a Contractor’s Markup Estimation (2005)

Min Liu Yean Yng Ling

markup language fuzzy logic fuzzy set artificial neural network project management +5 more

Journal of Construction Engineering and Management-asce 108 citations Published 2005-04-01

Previous Next

High-speed face recognition based on discrete cosine transform and RBF neural networks (2005)

Efficient partial-surface registration for 3D objects (2005)

Coordinating Multiple Agents via Reinforcement Learning (2005)

Application of neural networks for software quality prediction using object-oriented metrics (2005)

A soft double regularization approach to parametric blind image deconvolution (2005)

A distributed evolutionary classifier for knowledge discovery in data mining (2005)

A novel framework for automated 3D PDM construction using deformable models (2005)

Hybrid PRM Sampling with a Cost-Sensitive Adaptive Strategy (2005)

Adaptive Jacobian Tracking Control of Robots based on Visual Task-space Information (2005)

A Mapping Method for Telemanipulation of the Non-Anthropomorphic Robotic Hands with Initial Experimental Validation (2005)

LS Bound based gene selection for DNA microarray data (2005)

Intelligent sensor fusion and learning for autonomous robot navigation (2005)

Image enhancement for radiography inspection (2005)

Many strings attached: from conventional to robotic marionette manipulation (2005)

Reinforcement learning combined with a fuzzy adaptive learning control network (FALCON-R) for pattern classification (2005)

Rapid and brief communication: Uncorrelated heteroscedastic LDA based on the weighted pairwise Chernoff criterion (2005)

Predictive neural networks for gene expression data analysis (2005)

Prediction of protein relative solvent accessibility with a two‐stage SVM approach (2005)

Multiscale LMMSE-based image denoising with optimal wavelet selection (2005)

Modeling a Contractor’s Markup Estimation (2005)