Publications - Machine Learning SG

Adaptive singular value decomposition in wavelet domain for image denoising (2003)

Zujun Hou

wavelet packet decomposition non local means stationary wavelet transform wavelet transform wavelet +6 more

Pattern Recognition 105 citations Published 2003-08-01
Model-Based Chart Image Recognition (2003)

Weihua Huang Chew Lim Tan Wee Kheng Leow

chart line chart radar chart motion chart image processing +6 more

International Workshop on Graphics Recognition 78 citations Published 2003-07-30
Question classification using support vector machines (2003)

Dell Zhang Wee Sun Lee

tree kernel radial basis function kernel structured support vector machine least squares support vector machine polynomial kernel +6 more

Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval 743 citations Published 2003-07-28
A maximal figure-of-merit learning approach to text categorization (2003)

Sheng Gao Wen Wu Chin-Hui Lee Tat-Seng Chua

support vector machine classifier discriminative model feature extraction probabilistic logic +7 more

Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval 63 citations Published 2003-07-28
Interactive control of component-based morphing (2003)

Yonghong Zhao Hong-Yang Ong Tiow-Seng Tan Yongguan Xiao

morphing user control polygon mesh computational problem computer science +7 more

Proceedings of the 2003 ACM SIGGRAPH/Eurographics symposium on Computer animation 14 citations Published 2003-07-26
Method of identifying an object and a tag carrying identification information (2003)

Peter Malcolm Moran Adrian Paul Burden

identification magnet computer vision data mining computer science +3 more

38 citations Published 2003-07-22
Spatial data mining: clustering of hot spots and pattern recognition (2003)

Seng Chuan Tay Wynne Hsu Kim Hwa Lim Lee Chen Yap

spatial database cluster analysis spatial analysis spatial relation hough transform +7 more

IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477) 19 citations Published 2003-07-21
Gene expression data analysis using support vector machines (2003)

Feng Chu Lipo Wang

support vector machine principal component analysis pattern recognition machine learning computer science +6 more

Proceedings of the International Joint Conference on Neural Networks, 2003. 20 citations Published 2003-07-20
Forecasting stock index increments using neural networks with trust region methods (2003)

P.K.H. Phua Xiaotian Zhu Chung Haur Koh

stock market index trust region artificial neural network network model economic forecasting +6 more

Proceedings of the International Joint Conference on Neural Networks, 2003. 58 citations Published 2003-07-20
Coloring black boxes: visualization of neural network decisions (2003)

W. Duch

visualization data visualization feature vector black box black box +7 more

Proceedings of the International Joint Conference on Neural Networks, 2003. 23 citations Published 2003-07-20
Centroid stability with K-means fast learning artificial neural networks (2003)

Wong Lai Ping A.T.L. Phuan

competitive learning k means clustering artificial neural network time delay neural network cluster analysis +6 more

Proceedings of the International Joint Conference on Neural Networks, 2003. 15 citations Published 2003-07-20
Effective Adaptation of Hidden Markov Model-based Named Entity Recognizer for Biomedical Domain (2003)

Dan Shen Jie Zhang Guodong Zhou Jian Su Chew-Lim Tan

hidden markov model natural language processing machine learning computer science test data +3 more

Proceedings of the ACL 2003 Workshop on Natural Language Processing in Biomedicine 152 citations Published 2003-07-11
On the accurate counting of tumor cells (2003)

Bin Fang W. Hsu Mong Li Lee

thresholding image processing feature extraction image segmentation histogram +6 more

IEEE Transactions on Nanobioscience 55 citations Published 2003-07-09
Road curb tracking in an urban environment (2003)

W.S Wijesoma K.R.S. Kodagoda A.P. Balasuriya S. Challa

laser scanning tracking system image sensor radar tracker robustness +6 more

Sixth International Conference of Information Fusion, 2003. Proceedings of the 21 citations Published 2003-07-08
Exploiting Parallel Texts for Word Sense Disambiguation: An Empirical Study (2003)

Hwee Tou Ng Bin Wang Yee Seng Chan

semeval supervised learning noun natural language processing speech recognition +6 more

Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics 219 citations Published 2003-07-07
Coreference Resolution Using Competition Learning Approach (2003)

Xiaofeng Yang Guodong Zhou Jian Su Chew Lim Tan

semi supervised learning unsupervised learning active learning computational learning theory stability +6 more

Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics 231 citations Published 2003-07-07
Closing the Gap: Learning-Based Information Extraction Rivaling Knowledge-Engineering Methods (2003)

Hai Leong Chieu Hwee Tou Ng Yoong Keok Lee

knowledge extraction knowledge engineering information extraction parsing machine learning +3 more

Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics 72 citations Published 2003-07-07
Face image restoration based on statistical prior and image blur measure (2003)

Fan Xin Zhang Qi Liang Dequn Zhoa Ling

image restoration gaussian blur image texture feature detection image quality +7 more

2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698) 11 citations Published 2003-07-06
Colorizing infrared home videos (2003)

Wei-Qi Yan M.S. Kankanhalli

video processing video capture grayscale image segmentation computer vision +5 more

2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698) 14 citations Published 2003-07-06
Asymptotic behaviors of support vector machines with Gaussian kernel (2003)

S. Sathiya Keerthi Chih-Jen Lin

hyperparameter optimization kernel method polynomial kernel radial basis function kernel variable kernel density estimation +6 more

Neural Computation 2,046 citations Published 2003-07-01

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Adaptive singular value decomposition in wavelet domain for image denoising (2003)

Model-Based Chart Image Recognition (2003)

Question classification using support vector machines (2003)

A maximal figure-of-merit learning approach to text categorization (2003)

Interactive control of component-based morphing (2003)

Method of identifying an object and a tag carrying identification information (2003)

Spatial data mining: clustering of hot spots and pattern recognition (2003)

Gene expression data analysis using support vector machines (2003)

Forecasting stock index increments using neural networks with trust region methods (2003)

Coloring black boxes: visualization of neural network decisions (2003)

Centroid stability with K-means fast learning artificial neural networks (2003)

Effective Adaptation of Hidden Markov Model-based Named Entity Recognizer for Biomedical Domain (2003)

On the accurate counting of tumor cells (2003)

Road curb tracking in an urban environment (2003)

Exploiting Parallel Texts for Word Sense Disambiguation: An Empirical Study (2003)

Coreference Resolution Using Competition Learning Approach (2003)

Closing the Gap: Learning-Based Information Extraction Rivaling Knowledge-Engineering Methods (2003)

Face image restoration based on statistical prior and image blur measure (2003)

Colorizing infrared home videos (2003)

Asymptotic behaviors of support vector machines with Gaussian kernel (2003)