Publications - Machine Learning SG

Bayesian inference on principal component analysis using reversible jump Markov chain Monte Carlo (2004)

Zhihua Zhang Kap Luk Chan James T. Kwok Dit-Yan Yeung

reversible jump markov chain monte carlo markov chain monte carlo hybrid monte carlo markov chain mixing time monte carlo method +7 more

AAAI'04 Proceedings of the 19th national conference on Artifical intelligence 14 citations Published 2004-07-25
Multi-Criteria-based Active Learning for Named Entity Recognition (2004)

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

named entity recognition active learning machine learning annotation computer science +4 more

Proceedings of the 42nd Meeting of the Association for Computational Linguistics (ACL'04), Main Volume 233 citations Published 2004-07-21
Improving Pronoun Resolution by Incorporating Coreferential Information of Candidates (2004)

Xiaofeng Yang Jian Su Guodong Zhou Chew-Lim Tan

noun phrase salience natural language processing computer science artificial intelligence +1 more

Proceedings of the 42nd Meeting of the Association for Computational Linguistics (ACL'04), Main Volume 33 citations Published 2004-07-21
An Adaptive Image Content Representation and Segmentation Approach to Automatic Image Annotation (2004)

Rui Shi Huamin Feng Huamin Feng Tat-Seng Chua Chin-Hui Lee

automatic image annotation image retrieval image segmentation image texture scale space segmentation +7 more

conference on image and video retrieval 76 citations Published 2004-07-21
Virtual and Augmented Reality Applications in Manufacturing (2004)

Andrew Y. C. Nee Soh-Khim Ong

augmented reality manufacturing operations product design manufacturing engineering robotics +7 more

258 citations Published 2004-07-20
Restoration of curved document images through 3D shape modeling (2004)

Zheng Zhang Chew Lim Tan Liying Fan

image restoration geometric modeling optical character recognition computational geometry computer vision +7 more

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004. 52 citations Published 2004-07-19
A method of identifying an object and a tag carrying identification information (2004)

Peter Malcolm Moran Adrian Paul Burden

identification magnet computer vision data mining computer science +3 more

38 citations Published 2004-07-16
Effect of molecular descriptor feature selection in support vector machine classification of pharmacokinetic and toxicological properties of chemical agents. (2004)

Ying Xue Ze-Rong Li Chun Wei Yap Li Zhi Sun Xin Chen Yu Zong Chen

molecular descriptor feature selection support vector machine pattern recognition machine learning +6 more

Journal of Chemical Information and Computer Sciences 195 citations Published 2004-07-10
Similarity-driven cluster merging method for unsupervised fuzzy clustering (2004)

Xuejian Xiong Kap Luk Chan Kian Lee Tan

fuzzy clustering complete linkage clustering correlation clustering flame clustering k medians clustering +7 more

UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence 26 citations Published 2004-07-07
Pose invariant, robust feature extraction from data with a modified scale space approach (2004)

Fan Tang M. Adams J. Ibanez-Guzman W.S. Wijesoma

smoothing image segmentation feature extraction scale space mobile robot navigation +7 more

IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004 16 citations Published 2004-07-06
Method and apparatus for extracting third ventricle information (2004)

Qingmao Hu Aamer Aziz Wieslaw Lucjan Nowinski

histogram third ventricle computer vision geometry mathematics +1 more

21 citations Published 2004-07-06
Hybrid vision-force control for robot with uncertainties (2004)

Y. Zhao C.C. Cheah

robot control adaptive control motion control robotics robot +7 more

IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004 23 citations Published 2004-07-06
A MFoM learning approach to robust multiclass multi-label text categorization (2004)

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

binary classification score bayes theorem decision rule pattern recognition +6 more

Proceedings of the twenty-first international conference on Machine learning 156 citations Published 2004-07-04
Human motion reconstruction from monocular images using genetic algorithms (2004)

Jianhui Zhao Ling Li

genetic algorithm monocular feature reconstruction procedure computer vision +6 more

Computer Animation and Virtual Worlds 11 citations Published 2004-07-01
Chinese Part-of-Speech Tagging: One-at-a-Time or All-at-Once? Word-Based or Character-Based? (2004)

Hwee Tou Ng Jin Kiat Low

speech segmentation text segmentation sentence natural language processing principle of maximum entropy +6 more

Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing 225 citations Published 2004-07-01
Analysis of lip geometric features for audio-visual speech recognition (2004)

M.N. Kaynak Qi Zhi A.D. Cheok K. Sengupta Zhang Jian Ko Chi Chung

audio visual speech recognition speech processing speaker recognition voice activity detection acoustic model +7 more

systems man and cybernetics 72 citations Published 2004-07-01
Sports highlight detection from keyword sequences using HMM (2004)

Jinjun Wang Changsheng Xu Engsiong Chng Qi Tian

hidden markov model feature extraction contextual image classification rule based system classifier +7 more

2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763) 113 citations Published 2004-06-30
Fuzzy semantic labeling for image retrieval (2004)

M.C.S. Paterno Fun Siong Lim Wee Kheng Leow

image retrieval contextual image classification fuzzy logic support vector machine pattern recognition +7 more

2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763) 13 citations Published 2004-06-30
Automatic red-eye detection and removal (2004)

Xiao-Ping Miao T. Sim

digital image photography image restoration face detection software +7 more

2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763) 18 citations Published 2004-06-30
Adaptive binarization method for document image analysis (2004)

Meng-Ling Feng Yap-Peng Tan

adaptive coding computer vision computer science artificial intelligence document image processing +4 more

2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763) 35 citations Published 2004-06-30

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Bayesian inference on principal component analysis using reversible jump Markov chain Monte Carlo (2004)

Multi-Criteria-based Active Learning for Named Entity Recognition (2004)

Improving Pronoun Resolution by Incorporating Coreferential Information of Candidates (2004)

An Adaptive Image Content Representation and Segmentation Approach to Automatic Image Annotation (2004)

Virtual and Augmented Reality Applications in Manufacturing (2004)

Restoration of curved document images through 3D shape modeling (2004)

A method of identifying an object and a tag carrying identification information (2004)

Effect of molecular descriptor feature selection in support vector machine classification of pharmacokinetic and toxicological properties of chemical agents. (2004)

Similarity-driven cluster merging method for unsupervised fuzzy clustering (2004)

Pose invariant, robust feature extraction from data with a modified scale space approach (2004)

Method and apparatus for extracting third ventricle information (2004)

Hybrid vision-force control for robot with uncertainties (2004)

A MFoM learning approach to robust multiclass multi-label text categorization (2004)

Human motion reconstruction from monocular images using genetic algorithms (2004)

Chinese Part-of-Speech Tagging: One-at-a-Time or All-at-Once? Word-Based or Character-Based? (2004)

Analysis of lip geometric features for audio-visual speech recognition (2004)

Sports highlight detection from keyword sequences using HMM (2004)

Fuzzy semantic labeling for image retrieval (2004)

Automatic red-eye detection and removal (2004)

Adaptive binarization method for document image analysis (2004)