Publications - Machine Learning SG

Constrained nonlinear models of fingerprint orientations with prediction (2006)

Jun Li Wei-Yun Yau Han Wang

computation phase portrait fingerprint coherence computer vision +5 more

Pattern Recognition 107 citations Published 2006-01-01
Comparison of wavelet transformation and adaptive filtering in restoring artefact-induced time-related measurement (2006)

Jong Yong Abdiel Foo

wavelet wavelet transform adaptive filter signal processing photoplethysmogram +5 more

Biomedical Signal Processing and Control 69 citations Published 2006-01-01
Classification of gait patterns in the time-frequency domain. (2006)

M.N. Nyan F.E.H. Tay K.H.W. Seah Y.Y. Sitoh

stairs gait accelerometer wavelet acceleration +7 more

Journal of Biomechanics 156 citations Published 2006-01-01
ANN-based mapping of febrile subjects in mass thermogram screening: facts and myths. (2006)

E. Y. K. Ng C. Chong

self organizing map backpropagation classifier artificial neural network pattern recognition +4 more

Journal of Medical Engineering & Technology 11 citations Published 2006-01-01
An Adaptive Hierarchical Next-Best-View Algorithm for 3D Reconstruction of Indoor Scenes (2006)

Kok-Lim Low Anselmo Lastra

metric 3d reconstruction computer vision algorithm scanner +6 more

23 citations Published 2006-01-01
A markerless registration method for augmented reality based on affine properties (2006)

Y. Pang M. L. Yuan A. Y. C. Nee S. K. Ong Kamal Youcef-Toumi

affine shape adaptation affine transformation kanade lucas tomasi feature tracker augmented reality computer vision +7 more

AUIC '06 Proceedings of the 7th Australasian User interface conference - Volume 50 16 citations Published 2006-01-01
A hybrid approach to shape-based interpolation of stereotactic atlases of the human brain. (2006)

Jimin Liu Wieslaw L. Nowinski

brain atlas interpolation distance transform 3d modeling image warping +6 more

Neuroinformatics 28 citations Published 2006-01-01
Weighted support vector machine for data classification (2005)

Xulei Yang Qing Song A. Cao

structured support vector machine relevance vector machine least squares support vector machine support vector machine data classification +7 more

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. 56 citations Published 2005-12-27
Neural network model for time series prediction by reinforcement learning (2005)

Feng Liu Chai Quek Geok See Ng

artificial neural network reinforcement learning time series estimator artificial intelligence +3 more

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. 17 citations Published 2005-12-27
Generalized 2D principal component analysis (2005)

Hui Kong Xuchun Li Lei Wang Earn Khwang Teoh Jian-Gang Wang R. Venkateswarlu

kernel principal component analysis sparse pca principal geodesic analysis principal component analysis eigenface +6 more

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. 78 citations Published 2005-12-27
Effective neural network pruning using cross-validation (2005)

T.Q. Huynh R. Setiono

time delay neural network probabilistic neural network feedforward neural network recurrent neural network stochastic neural network +6 more

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. 23 citations Published 2005-12-27
A SVM approach for detection of hemorrhages in background diabetic retinopathy (2005)

Xiaohui Zhang O. Chutatape

feature support vector machine color normalization contextual image classification feature extraction +7 more

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. 26 citations Published 2005-12-27
A study of AdaBoost with SVM based weak learners (2005)

Xuchun Li Lei Wang E. Sung

adaboost boosting support vector machine model selection machine learning +6 more

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. 102 citations Published 2005-12-27
A comparative study on term weighting schemes for text categorization (2005)

Man Lan Sam-Yuan Sung Hwee-Boon Low Chew-Lim Tan

weighting support vector machine kernel pattern recognition machine learning +7 more

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. 98 citations Published 2005-12-27
Binary document image watermarking for secure authentication using perceptual modeling (2005)

N.B. Puhan A.T.S. Ho

digital watermarking binary image image segmentation pixel authentication +6 more

Proceedings of the Fifth IEEE International Symposium on Signal Processing and Information Technology, 2005. 16 citations Published 2005-12-18
A process-knowledge management approach for assessment and mitigation of drilling risks (2005)

W.F. Prassl J.M. Peden K.W. Wong

expert system soft computing well control management system risk management +6 more

Journal of Petroleum Science and Engineering 19 citations Published 2005-12-15
Self-adaptive differential evolution algorithm for numerical optimization (2005)

A.K. Qin P.N. Suganthan

evolution strategy evolutionary algorithm meta optimization evolutionary computation artificial intelligence +6 more

2005 IEEE Congress on Evolutionary Computation 1,205 citations Published 2005-12-12
Brain-inspired genetic complementary learning for stock market prediction (2005)

T.Z. Tan C. Quek G.S. Ng

stock market prediction artificial neural network computational intelligence technical analysis genetic algorithm +6 more

2005 IEEE Congress on Evolutionary Computation 67 citations Published 2005-12-12
Applications and improvement of H.264 in medical video compression (2005)

Hongtao Yu Zhiping Lin Feng Pan

video compression picture types video quality video tracking rate distortion optimization multiview video coding +6 more

IEEE Transactions on Circuits and Systems 59 citations Published 2005-12-12
A study on polynomial regression and Gaussian process global surrogate model in hierarchical surrogate-assisted evolutionary algorithm (2005)

Zongzhao Zhou Yew Soon Ong My Hanh Nguyen Dudy Lim

surrogate model evolutionary algorithm evolutionary computation local search interactive evolutionary computation +7 more

2005 IEEE Congress on Evolutionary Computation 90 citations Published 2005-12-12

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Constrained nonlinear models of fingerprint orientations with prediction (2006)

Comparison of wavelet transformation and adaptive filtering in restoring artefact-induced time-related measurement (2006)

Classification of gait patterns in the time-frequency domain. (2006)

ANN-based mapping of febrile subjects in mass thermogram screening: facts and myths. (2006)

An Adaptive Hierarchical Next-Best-View Algorithm for 3D Reconstruction of Indoor Scenes (2006)

A markerless registration method for augmented reality based on affine properties (2006)

A hybrid approach to shape-based interpolation of stereotactic atlases of the human brain. (2006)

Weighted support vector machine for data classification (2005)

Neural network model for time series prediction by reinforcement learning (2005)

Generalized 2D principal component analysis (2005)

Effective neural network pruning using cross-validation (2005)

A SVM approach for detection of hemorrhages in background diabetic retinopathy (2005)

A study of AdaBoost with SVM based weak learners (2005)

A comparative study on term weighting schemes for text categorization (2005)

Binary document image watermarking for secure authentication using perceptual modeling (2005)

A process-knowledge management approach for assessment and mitigation of drilling risks (2005)

Self-adaptive differential evolution algorithm for numerical optimization (2005)

Brain-inspired genetic complementary learning for stock market prediction (2005)

Applications and improvement of H.264 in medical video compression (2005)

A study on polynomial regression and Gaussian process global surrogate model in hierarchical surrogate-assisted evolutionary algorithm (2005)