Publications - Machine Learning SG

Affine object tracking with kernel-based spatial-color representation (2005)

Haihong Zhang Weimin Huang Zhiyong Huang Liyuan Li

affine transformation harris affine region detector affine shape adaptation similarity measure video tracking +7 more

2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) 30 citations Published 2005-06-20
A Theory for Photometric Self-Calibration of Multiple Overlapping Projectors and Cameras (2005)

Peng Song Tat-Jen Cham

projector pixel parametric model parametric statistics state space +6 more

2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Workshops 13 citations Published 2005-06-20
A framework of 2D Fisher discriminant analysis: application to face recognition with small number of training samples (2005)

H. Kong L. Wang E.K. Teoh J.-G. Wang R. Venkateswarlu

kernel fisher discriminant analysis linear discriminant analysis facial recognition system feature extraction discriminant +6 more

2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) 104 citations Published 2005-06-20
3D geometric and optical modeling of warped document images from scanners (2005)

Li Zhang Zheng Zhang Chew Lim Tan Tao Xia

image restoration geometric modeling optical character recognition image warping solid modeling +7 more

2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) 11 citations Published 2005-06-20
Theoretical basis for intrusion detection (2005)

Zhuowei Li A. Das Jianying Zhou

anomaly based intrusion detection system intrusion detection system anomaly detection constant false alarm rate feature vector +7 more

Proceedings from the Sixth Annual IEEE SMC Information Assurance Workshop 52 citations Published 2005-06-15
Artistic brushstroke representation and animation with disk b-spline curve (2005)

Hock Soon Seah Zhongke Wu Feng Tian Xian Xiao Boya Xie

triangle mesh animation polygon digital painting computer graphics images +7 more

Proceedings of the 2005 ACM SIGCHI International Conference on Advances in computer entertainment technology 15 citations Published 2005-06-15
CURLER: finding and visualizing nonlinear correlation clusters (2005)

Anthony K. H. Tung Xin Xu Beng Chin Ooi

cluster analysis subspace topology cluster pattern recognition data mining +7 more

Proceedings of the 2005 ACM SIGMOD international conference on Management of data 110 citations Published 2005-06-14
Which is the best multiclass SVM method? an empirical study (2005)

Kai-Bo Duan S. Sathiya Keerthi

support vector machine posterior probability empirical research pattern recognition sensor fusion +6 more

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems 822 citations Published 2005-06-13
Method for detecting desired objects in a highly dynamic environment by a monitoring system (2005)

Junxian Wang How Lung Eng Siew Wah Alvin Harvey Kam Wei Yun Yau

pixel connectivity color co site sampling binary image morphological gradient non local means +6 more

53 citations Published 2005-06-13
Automatic grading of retinal vessel caliber (2005)

Huiqi Li W. Hsu Mong Li Lee Tien Yin Wong

population gaussian filter matched filter retinal kalman filter +6 more

IEEE Transactions on Biomedical Engineering 101 citations Published 2005-06-13
An abnormal ECG beat detection approach for long-term monitoring of heart patients based on hybrid kernel machine ensemble (2005)

Peng Li Kap Luk Chan Sheng Fu S. M. Krishnan

beat detection radial basis function kernel support vector machine kernel method hybrid kernel +6 more

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems 11 citations Published 2005-06-13
Feature selection for identification and classification of power quality disturbances (2005)

S. Chen

wavelet feature selection wavelet transform signal processing power system protection +7 more

IEEE Power Engineering Society General Meeting, 2005 25 citations Published 2005-06-12
Audio-to-image wavelet transform based audio steganography (2005)

R.A. Santosa P. Bao

audio signal wavelet transform steganography wavelet digital watermarking +5 more

47th International Symposium ELMAR, 2005. 28 citations Published 2005-06-08
Prediction of Genotoxicity of Chemical Compounds by Statistical Learning Methods (2005)

H. Li C. Y. Ung C. W. Yap Y. Xue Y. Xue Z. R. Li Z. R. Li Z. W. Cao Y. Z. Chen

probabilistic neural network quantitative structure activity relationship feature selection support vector machine molecular descriptor +7 more

Chemical Research in Toxicology 95 citations Published 2005-06-04
Prediction of cytochrome P450 3A4, 2D6, and 2C9 inhibitors and substrates by using support vector machines. (2005)

Chun Wei Yap Yu Zong Chen

cyp2d6 cyp2c9 support vector machine enzyme cyp3a4 +5 more

Journal of Chemical Information and Modeling 185 citations Published 2005-06-04
Realistic and efficient wrinkle simulation using an anatomy-based face model with adaptive refinement (2005)

Y. Zhang T. Sim

computer facial animation wrinkle computer animation facial muscles facial recognition system +7 more

International 2005 Computer Graphics 15 citations Published 2005-06-02
Generating an /spl omega/-tile set for texture synthesis (2005)

T.-Y. Ng C. Wen T.-S. Tan Xinyu Zhang Y.J. Kim

texture atlas texture synthesis image texture texture memory wang tile +6 more

International 2005 Computer Graphics 21 citations Published 2005-06-02
Use of negation phrases in automatic sentiment classification of product reviews (2005)

Jin-Cheon Na Christopher Khoo Paul Horng Jyh Wu

sentiment analysis phrase adverb sentence deep linguistic processing +6 more

Library Collections Acquisitions & Technical Services 24 citations Published 2005-06-01
Self-organizing topological tree for online vector quantization and data clustering (2005)

Pengfei Xu Chip-Hong Chang A. Paplinski

cluster analysis vector quantization self organizing map tree structure learning rule +8 more

systems man and cybernetics 25 citations Published 2005-06-01
Phylogenetic analysis of Themira (Sepsidae: Diptera): sensitivity analysis, alignment, and indel treatment in a multigene study (2005)

Torsten R. Laamanen Rudolf Meier Michael A. Miller Axel Hille Brian M. Wiegmann

phylogenetic tree missing data indel weighting resampling +7 more

Cladistics 20 citations Published 2005-06-01

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Affine object tracking with kernel-based spatial-color representation (2005)

A Theory for Photometric Self-Calibration of Multiple Overlapping Projectors and Cameras (2005)

A framework of 2D Fisher discriminant analysis: application to face recognition with small number of training samples (2005)

3D geometric and optical modeling of warped document images from scanners (2005)

Theoretical basis for intrusion detection (2005)

Artistic brushstroke representation and animation with disk b-spline curve (2005)

CURLER: finding and visualizing nonlinear correlation clusters (2005)

Which is the best multiclass SVM method? an empirical study (2005)

Method for detecting desired objects in a highly dynamic environment by a monitoring system (2005)

Automatic grading of retinal vessel caliber (2005)

An abnormal ECG beat detection approach for long-term monitoring of heart patients based on hybrid kernel machine ensemble (2005)

Feature selection for identification and classification of power quality disturbances (2005)

Audio-to-image wavelet transform based audio steganography (2005)

Prediction of Genotoxicity of Chemical Compounds by Statistical Learning Methods (2005)

Prediction of cytochrome P450 3A4, 2D6, and 2C9 inhibitors and substrates by using support vector machines. (2005)

Realistic and efficient wrinkle simulation using an anatomy-based face model with adaptive refinement (2005)

Generating an /spl omega/-tile set for texture synthesis (2005)

Use of negation phrases in automatic sentiment classification of product reviews (2005)

Self-organizing topological tree for online vector quantization and data clustering (2005)

Phylogenetic analysis of Themira (Sepsidae: Diptera): sensitivity analysis, alignment, and indel treatment in a multigene study (2005)