Publications - Machine Learning SG

A new time-frequency based private fragile watermarking scheme for image authentication (2003)

B. Barkat F. Sattar

watermark digital watermarking authentication pixel transform coding +6 more

Seventh International Symposium on Signal Processing and Its Applications, 2003. Proceedings. 14 citations Published 2003-07-01
A hybrid Bayesian back-propagation neural network approach to multivariate modelling (2003)

C. G. Chua A. T. C. Goh

probabilistic neural network stochastic neural network bayesian network overfitting artificial neural network +6 more

International Journal for Numerical and Analytical Methods in Geomechanics 56 citations Published 2003-07-01
A framework for early discovery of breast tumor using thermography with artificial neural network. (2003)

Eddie Yin Kwee Ng Sai Cheong Fok

thermography artificial neural network pattern recognition medicine artificial intelligence +1 more

Breast Journal 37 citations Published 2003-07-01
Feature analysis and classification of protein secondary structure data (2003)

S. Y. M. Shi P. N. Suganthan

feature scaling feature selection dimensionality reduction k nearest neighbors algorithm support vector machine +6 more

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing 21 citations Published 2003-06-26
Video segmentation based on graphical models (2003)

Yang Wang Tele Tan Kia-Fock Loe

scale space segmentation image segmentation segmentation based object categorization markov random field graphical model +7 more

2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings. 12 citations Published 2003-06-18
S-AdaBoost and pattern detection in complex environment (2003)

J.L. Jiang Kia-Fock Loe

adaboost object class detection face detection contextual image classification classifier +7 more

2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings. 19 citations Published 2003-06-18
Document image enhancement using directional wavelet (2003)

Qian Wang Tao Xia Lida Li Chew Lim Tan

wavelet transform wavelet image restoration optical character recognition image texture +6 more

2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings. 61 citations Published 2003-06-18
Bootstrapping SVM active learning by incorporating unlabelled images for image retrieval (2003)

Lei Wang Kap Luk Chan Zhihua Zhang

content based image retrieval image retrieval support vector machine contextual image classification bootstrapping +7 more

2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings. 134 citations Published 2003-06-18
3D model retrieval with morphing-based geometric and topological feature maps (2003)

Meng Yu I. Atmosukarto Wee Kheng Leow Zhiyong Huang Rong Xu

morphing image retrieval cognitive neuroscience of visual object recognition invariant solid modeling +7 more

2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings. 83 citations Published 2003-06-18
Geometrical Feature Extraction Using 2D Range Scanner (2003)

Sen Zhang M. Adams Fan Tang Lihua Xie

feature feature extraction filter segmentation kalman filter +7 more

2003 4th International Conference on Control and Automation Proceedings 28 citations Published 2003-06-12
A Recursive Growing and Pruning RBF (GAP-RBF) Algorithm for Function Approximations (2003)

Guang-Bin Huang P. Saratchandran N. Sundararajan

sequence learning function approximation recursion artificial intelligence algorithm +5 more

2003 4th International Conference on Control and Automation Proceedings 15 citations Published 2003-06-12
Multi-objective super resolution: concepts and examples (2003)

D. Rajan S. Chaudhuri M.V. Joshi

depth map image warping image texture image resolution interpolation +6 more

IEEE Signal Processing Magazine 113 citations Published 2003-06-11
Multi-category classification by soft-max combination of binary classifiers (2003)

Kaibo Duan S. Sathiya Keerthi Wei Chu Shirish Krishnaj Shevade Aun Neow Poo

random subspace method support vector machine binary number machine learning artificial intelligence +5 more

MCS'03 Proceedings of the 4th international conference on Multiple classifier systems 160 citations Published 2003-06-11
The relationship among vehicle positioning performance, map quality, and sensitivities and feasibilities of map-matching algorithms (2003)

Xiaoguo Zhang Qing Wang Dejun Wan

map matching vector map digital mapping global positioning system kalman filter +7 more

IEEE IV2003 Intelligent Vehicles Symposium. Proceedings (Cat. No.03TH8683) 16 citations Published 2003-06-09
Contorting high dimensional data for efficient main memory KNN processing (2003)

Bin Cui Beng Chin Ooi Jianwen Su Kian-Lee Tan

clustering high dimensional data curse of dimensionality cpu cache principal component analysis speedup +6 more

Proceedings of the 2003 ACM SIGMOD international conference on Management of data 72 citations Published 2003-06-09
Time-series estimation of biological factors in optical diffusion tomography (2003)

Simon Prince Ville Kolehmainen Jari P Kaipio Maria Angela Franceschini Maria Angela Franceschini David Boas Simon R Arridge

optical tomography iterative reconstruction extended kalman filter tomography temporal resolution +7 more

Physics in Medicine and Biology 115 citations Published 2003-06-07
Using support vector machines for terrorism information extraction (2003)

Aixin Sun Myo-Myo Naing Ee-Peng Lim Wai Lam

relationship extraction information extraction web intelligence semantics natural language +6 more

ISI'03 Proceedings of the 1st NSF/NIJ conference on Intelligence and security informatics 22 citations Published 2003-06-02
Constructive algorithms of vascular network modeling for training of minimally invasive catheterization procedure (2003)

Yiyu Cai Xiuzi Ye Cheekong Chui James H. Anderson

catheterization procedure constructive medical simulation vascular surgery artificial intelligence +6 more

Advances in Engineering Software 13 citations Published 2003-06-02
Support Vector Machine Classification Of Physical And Biological Datasets (2003)

Cong-Zhong Cai Cong-Zhong Cai Wan-Lu Wang Yu-Zong Chen

structured support vector machine support vector machine classifier artificial neural network pattern recognition +7 more

International Journal of Modern Physics C 71 citations Published 2003-06-01
Saliency Analysis of Support Vector Machines for Gene Selection in Tissue Classification (2003)

Li Juan Cao H. P. Lee C. K. Seng Q. Gu

support vector machine feature selection salience pattern recognition partial derivative +7 more

Neural Computing and Applications 29 citations Published 2003-06-01

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A new time-frequency based private fragile watermarking scheme for image authentication (2003)

A hybrid Bayesian back-propagation neural network approach to multivariate modelling (2003)

A framework for early discovery of breast tumor using thermography with artificial neural network. (2003)

Feature analysis and classification of protein secondary structure data (2003)

Video segmentation based on graphical models (2003)

S-AdaBoost and pattern detection in complex environment (2003)

Document image enhancement using directional wavelet (2003)

Bootstrapping SVM active learning by incorporating unlabelled images for image retrieval (2003)

3D model retrieval with morphing-based geometric and topological feature maps (2003)

Geometrical Feature Extraction Using 2D Range Scanner (2003)

A Recursive Growing and Pruning RBF (GAP-RBF) Algorithm for Function Approximations (2003)

Multi-objective super resolution: concepts and examples (2003)

Multi-category classification by soft-max combination of binary classifiers (2003)

The relationship among vehicle positioning performance, map quality, and sensitivities and feasibilities of map-matching algorithms (2003)

Contorting high dimensional data for efficient main memory KNN processing (2003)

Time-series estimation of biological factors in optical diffusion tomography (2003)

Using support vector machines for terrorism information extraction (2003)

Constructive algorithms of vascular network modeling for training of minimally invasive catheterization procedure (2003)

Support Vector Machine Classification Of Physical And Biological Datasets (2003)

Saliency Analysis of Support Vector Machines for Gene Selection in Tissue Classification (2003)