Publications - Machine Learning SG

Warped image restoration with applications to digital libraries (2005)

L. Zhang C.L. Tan

digital image image resolution image restoration image processing image formation +7 more

Eighth International Conference on Document Analysis and Recognition (ICDAR'05) 59 citations Published 2005-08-31
Three-stage handwriting stroke extraction method with hidden loop recovery (2005)

V. Pervouchine G. Leedham K. Melikhov

intelligent character recognition handwriting recognition handwriting feature extraction pattern recognition +7 more

Eighth International Conference on Document Analysis and Recognition (ICDAR'05) 13 citations Published 2005-08-31
Motion deblurring for optical character recognition (2005)

X.Y. Qi L. Zhang C.L. Tan

motion blur motion estimation deblurring motion field quarter pixel motion +6 more

Eighth International Conference on Document Analysis and Recognition (ICDAR'05) 21 citations Published 2005-08-31
Associating text and graphics for scientific chart understanding (2005)

Weihua Huang Chew Lim Tan Wee Kheng Leow

chart document layout analysis noisy text analytics optical character recognition computer graphics +7 more

Eighth International Conference on Document Analysis and Recognition (ICDAR'05) 17 citations Published 2005-08-31
A fast and stable approach for restoration of warped document images (2005)

K.B. Chua L. Zhang Y. Zhang C.L. Tan

image restoration image processing digital image processing digital image feature detection +6 more

Eighth International Conference on Document Analysis and Recognition (ICDAR'05) 19 citations Published 2005-08-31
Multiple SVM-RFE for gene selection in cancer classification with expression data (2005)

Kai-Bo Duan J.C. Rajapakse Haiying Wang F. Azuaje

feature selection support vector machine gene expression profiling pattern recognition data mining +7 more

IEEE Transactions on Nanobioscience 386 citations Published 2005-08-29
A multi-cluster grid enabled evolution framework for aerodynamic airfoil design optimization (2005)

Hee-Khiang Ng Dudy Lim Yew-Soon Ong Bu-Sung Lee Lars Freund Shuja Parvez Bernhard Sendhoff

grid computing grid computer cluster evolutionary algorithm genetic algorithm +6 more

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II 12 citations Published 2005-08-27
Brain image segmentation from ct data (2005)

Qingmao Hu Wieslaw Lucjan Nowinski Guoyu Qian Aamer Aziz

image segmentation thresholding computer vision medicine artificial intelligence +1 more

13 citations Published 2005-08-25
Methods of decreasing the number of support vectors via k -mean clustering (2005)

Xiao-Lei Xia Michael R. Lyu Tat-Ming Lok Guang-Bin Huang

correlation clustering cluster analysis fuzzy clustering cure data clustering algorithm canopy clustering algorithm +7 more

ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I 12 citations Published 2005-08-23
On effective e-mail classification via neural networks (2005)

Bin Cui Anirban Mondal Jialie Shen Gao Cong Kian-Lee Tan

electronic mail preprocessor plain text artificial neural network data mining +7 more

DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications 21 citations Published 2005-08-22
A thermal hand vein pattern verification system (2005)

Lingyu Wang Graham Leedham

eye vein verification finger vein recognition biometrics skeletonization pattern matching +6 more

ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II 153 citations Published 2005-08-22
Feature- and region-based auto painting for 2D animation (2005)

Jie Qiu Hock Soon Seah Feng Tian Zhongke Wu Quan Chen

cel animation computer graphics computer graphics images computer vision +4 more

The Visual Computer 13 citations Published 2005-08-17
Text classification with kernels on the multinomial manifold (2005)

Dell Zhang Xi Chen Wee Sun Lee

fisher information metric multinomial distribution support vector machine euclidean space geodesic +6 more

Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval 89 citations Published 2005-08-15
Generic soft pattern models for definitional question answering (2005)

Hang Cui Min-Yen Kan Tat-Seng Chua

pattern matching probabilistic logic question answering hidden markov model bigram +6 more

Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval 86 citations Published 2005-08-15
A comparative study on modeling strategies for immune system dynamics under HIV-1 infection (2005)

Zaiyi Guo Joc Cing Tay

population computational model mathematical model machine learning artificial intelligence +5 more

ICARIS'05 Proceedings of the 4th international conference on Artificial Immune Systems 16 citations Published 2005-08-14
Effect of Selection of Molecular Descriptors on the Prediction of Blood−Brain Barrier Penetrating and Nonpenetrating Agents by Statistical Learning Methods (2005)

Hu Li Chun Wei Yap Choong Yong Ung Ying Xue Ying Xue Zhi Wei Cao Yu Zong Chen

support vector machine probabilistic neural network decision tree linear discriminant analysis k nearest neighbors algorithm +6 more

Journal of Chemical Information and Modeling 159 citations Published 2005-08-10
Identifying simple discriminatory gene vectors with an information theory approach (2005)

Zheng Yun Kwoh Chee Keong

feature selection mutual information information theory occam redundancy +6 more

2005 IEEE Computational Systems Bioinformatics Conference (CSB'05) 14 citations Published 2005-08-08
Translation initiation sites prediction with mixture Gaussian models in human cDNA sequences (2005)

G. Li T.-Y. Leong L. Zhang

gaussian gaussian process feature extraction complementary dna density estimation +5 more

IEEE Transactions on Knowledge and Data Engineering 18 citations Published 2005-08-01
Toward atlas-assisted automatic interpretation of MRI morphological brain scans in the presence of tumor. (2005)

Wieslaw L. Nowinski Dmitry Belov

brain atlas personal computer gross anatomy image warping distortion +6 more

Academic Radiology 26 citations Published 2005-08-01
Shape measurement by the use of digital image correlation (2005)

Y. M. Huang Chenggen Quan Cho Jui Tay Lujie Chen

pinhole camera model digital imaging digital image correlation displacement field stereopsis +6 more

Optical Engineering 26 citations Published 2005-08-01

Previous Next

Warped image restoration with applications to digital libraries (2005)

Three-stage handwriting stroke extraction method with hidden loop recovery (2005)

Motion deblurring for optical character recognition (2005)

Associating text and graphics for scientific chart understanding (2005)

A fast and stable approach for restoration of warped document images (2005)

Multiple SVM-RFE for gene selection in cancer classification with expression data (2005)

A multi-cluster grid enabled evolution framework for aerodynamic airfoil design optimization (2005)

Brain image segmentation from ct data (2005)

Methods of decreasing the number of support vectors via k -mean clustering (2005)

On effective e-mail classification via neural networks (2005)

A thermal hand vein pattern verification system (2005)

Feature- and region-based auto painting for 2D animation (2005)

Text classification with kernels on the multinomial manifold (2005)

Generic soft pattern models for definitional question answering (2005)

A comparative study on modeling strategies for immune system dynamics under HIV-1 infection (2005)

Effect of Selection of Molecular Descriptors on the Prediction of Blood−Brain Barrier Penetrating and Nonpenetrating Agents by Statistical Learning Methods (2005)

Identifying simple discriminatory gene vectors with an information theory approach (2005)

Translation initiation sites prediction with mixture Gaussian models in human cDNA sequences (2005)

Toward atlas-assisted automatic interpretation of MRI morphological brain scans in the presence of tumor. (2005)

Shape measurement by the use of digital image correlation (2005)