Publications - Machine Learning SG

Modeling Commonality among Related Classes in Relation Extraction (2006)

GuoDong Zhou Jian Su Min Zhang

discriminative model perceptron relationship extraction weight pattern recognition +7 more

Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics 21 citations Published 2006-07-17
Kernel-Based Pronoun Resolution with Structured Syntactic Knowledge (2006)

Xiaofeng Yang Jian Su Chew Lim Tan

kernel parsing syntax classifier kernel +6 more

Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics 109 citations Published 2006-07-17
Estimating Class Priors in Domain Adaptation for Word Sense Disambiguation (2006)

Yee Seng Chan Hwee Tou Ng

prior probability natural language processing speech recognition computer science artificial intelligence +2 more

Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics 92 citations Published 2006-07-17
A new machine learning paradigm for terrain reconstruction (2006)

C.-W.T. Yeu Meng-Hiot Lim Guang-Bin Huang A. Agarwal Yew-Soon Ong

extreme learning machine support vector machine terrain delaunay triangulation radial basis function network +6 more

IEEE Geoscience and Remote Sensing Letters 100 citations Published 2006-07-17
A Hierarchical Bayesian Language Model Based On Pitman-Yor Processes (2006)

Yee Whye Teh

dirichlet distribution pitman yor process natural language language model cross entropy +7 more

Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics 625 citations Published 2006-07-17
Script and language identification in degraded and distorted document images (2006)

Shijian Lu Chew Lim Tan

language identification electronic document scripting language vectorization scan line +6 more

AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1 11 citations Published 2006-07-16
Proposing a new term weighting scheme for text categorization (2006)

Man Lan Chew-Lim Tan Hwee-Boon Low

weighting support vector machine information theory machine learning pattern recognition +3 more

AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1 118 citations Published 2006-07-16
Learning functional structure from fMR images (2006)

Xuebin Zheng Jagath C. Rajapakse Jagath C. Rajapakse

bayesian network causal model cognitive network synthetic data stroop effect +7 more

NeuroImage 104 citations Published 2006-07-15
NPIC: hierarchical synthetic image classification using image search and generic features (2006)

Fei Wang Min-Yen Kan

image retrieval contextual image classification image processing color histogram pattern recognition +7 more

CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval 20 citations Published 2006-07-13
Bayesian learning of hierarchical multinomial mixture models of concepts for automatic image annotation (2006)

Rui Shi Tat-Seng Chua Chin-Hui Lee Sheng Gao

automatic image annotation mixture model image retrieval maximum a posteriori estimation conjugate prior +6 more

CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval 22 citations Published 2006-07-13
Automatic person annotation of family photo album (2006)

Ming Zhao Yong Wei Teo Siliang Liu Tat-Seng Chua Ramesh Jain

image retrieval facial recognition system social group annotation digital photography +7 more

CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval 106 citations Published 2006-07-13
Application of fluorescence lifetime imaging (FLIM) in latent finger mark detection (2006)

L.K. Seah P. Wang V.M. Murukeshan Z.X. Chao

fluorescence lifetime imaging microscopy frequency domain fluorescence pattern recognition physics +2 more

Forensic Science International 11 citations Published 2006-07-13
A decompositional approach to parameter estimation in pathway modeling (2006)

Geoffrey Koh Huey Fern Carol Teong Marie-Véronique Clément David Hsu P.S. Thiagarajan

estimation theory petri net biological system machine learning experimental data +6 more

Bioinformatics 113 citations Published 2006-07-10
UWB microwave imaging for breast cancer detection: tumor/clutter identification using a time of arrival data fusion method (2006)

Yifan Chen E. Gunawan Yongmin Kim Kaysoon Low Cheongboon Soh

microwave imaging clutter antenna array time of arrival sensor fusion +7 more

2006 IEEE Antennas and Propagation Society International Symposium 20 citations Published 2006-07-09
Rain Removal in Video by Combining Temporal and Chromatic Properties (2006)

Xiaopeng Zhang Hao Li Yingyi Qi Wee Leow Teck Ng

pixel object detection chromatic scale image restoration feature extraction +6 more

2006 IEEE International Conference on Multimedia and Expo 280 citations Published 2006-07-09
Omnidirectional Image Matching for Vision-Based Robot Localization (2006)

M. Saedan Chee Wang Lim M.H. Ang

mobile robot navigation monte carlo localization robot computer vision omnidirectional antenna +6 more

2006 IEEE International Conference on Mechatronics 11 citations Published 2006-07-03
Structure and learning algorithms of a nonsingleton input fuzzy neural network based on the approximate analogical reasoning schema (2006)

C. Quek R.W. Zhou

fuzzy set fuzzy logic fuzzy control system artificial neural network cybernetics +7 more

Fuzzy Sets and Systems 23 citations Published 2006-07-01
Registration using natural features for augmented reality systems (2006)

M.L. Yuan S.K. Ong A.Y.C. Nee

image registration rendering augmented reality feature extraction virtual image +6 more

IEEE Transactions on Visualization and Computer Graphics 70 citations Published 2006-07-01
Recent progresses in the application of machine learning approach for predicting protein functional class independent of sequence similarity. (2006)

Lianyi Han Juan Cui Honghuang Lin Zhiliang Ji Zhiwei Cao Yixue Li Yuzong Chen

protein function prediction artificial neural network support vector machine protein sequencing machine learning +6 more

Proteomics 85 citations Published 2006-07-01
Real-time learning capability of neural networks (2006)

Guang-Bin Huang Qin-Yu Zhu Chee-Kheong Siew

competitive learning wake sleep algorithm online machine learning instance based learning stability +6 more

IEEE Transactions on Neural Networks 222 citations Published 2006-07-01

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Modeling Commonality among Related Classes in Relation Extraction (2006)

Kernel-Based Pronoun Resolution with Structured Syntactic Knowledge (2006)

Estimating Class Priors in Domain Adaptation for Word Sense Disambiguation (2006)

A new machine learning paradigm for terrain reconstruction (2006)

A Hierarchical Bayesian Language Model Based On Pitman-Yor Processes (2006)

Script and language identification in degraded and distorted document images (2006)

Proposing a new term weighting scheme for text categorization (2006)

Learning functional structure from fMR images (2006)

NPIC: hierarchical synthetic image classification using image search and generic features (2006)

Bayesian learning of hierarchical multinomial mixture models of concepts for automatic image annotation (2006)

Automatic person annotation of family photo album (2006)

Application of fluorescence lifetime imaging (FLIM) in latent finger mark detection (2006)

A decompositional approach to parameter estimation in pathway modeling (2006)

UWB microwave imaging for breast cancer detection: tumor/clutter identification using a time of arrival data fusion method (2006)

Rain Removal in Video by Combining Temporal and Chromatic Properties (2006)

Omnidirectional Image Matching for Vision-Based Robot Localization (2006)

Structure and learning algorithms of a nonsingleton input fuzzy neural network based on the approximate analogical reasoning schema (2006)

Registration using natural features for augmented reality systems (2006)

Recent progresses in the application of machine learning approach for predicting protein functional class independent of sequence similarity. (2006)

Real-time learning capability of neural networks (2006)