Publications - Machine Learning SG

A GA-based RBF classifier with class-dependent features (2002)

Xiuju Fu Lipo Wang

radial basis function kernel gaussian function linear discriminant analysis fitness function classifier +6 more

Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600) 57 citations Published 2002-05-12
Deep Semantic Links of TCSP and Object-Z: TCOZ Approach (2002)

Brendan P. Mahony Jin Song Dong

semantic data model object z specification language formal methods trace +7 more

Formal Aspects of Computing 14 citations Published 2002-05-08
SNNB: A Selective Neighborhood Based Naïve Bayes for Lazy Learning (2002)

Xie Zhipeng Wynne Hsu Liu Zongtian Mong-Li Lee

naive bayes classifier lazy learning eager learning classifier machine learning +5 more

PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining 101 citations Published 2002-05-06
Using statistical and contextual information to identify two-and three-character words in Chinese text (2002)

Christopher S.G. Khoo Teck Ee Loh

sentence segmentation precision and recall frequency information processing +7 more

Journal of the Association for Information Science and Technology 20 citations Published 2002-05-01
Signature verification using a modified Bayesian network (2002)

Xuhong Xiao Graham Leedham

variable order bayesian network bayesian network tree structure conditional probability node +5 more

Pattern Recognition 53 citations Published 2002-05-01
Hexagon-based search pattern for fast block motion estimation (2002)

Ce Zhu Xiao Lin Lap-Pui Chau

search algorithm beam stack search bidirectional search backtracking line search motion estimation +7 more

IEEE Transactions on Circuits and Systems for Video Technology 1,163 citations Published 2002-05-01
Frequency of concrete words modulates prefrontal activation during semantic judgments. (2002)

Michael W. L. Chee Nicholas H. H. Hon David Caplan Hwee Ling Lee Joshua Oon Soo Goh

word lists by frequency semantic memory semantics stimulus natural language processing +3 more

NeuroImage 101 citations Published 2002-05-01
Face recognition with radial basis function (RBF) neural networks (2002)

Meng Joo Er Shiqian Wu Juwei Lu Hock Lye Toh

hierarchical rbf linear discriminant analysis radial basis function network artificial neural network overfitting +7 more

IEEE Transactions on Neural Networks 856 citations Published 2002-05-01
Extraction of rules from artificial neural networks for nonlinear regression (2002)

R. Setiono Wee Kheng Leow J.M. Zurada

artificial neural network function approximation data mining machine learning nonlinear regression +7 more

IEEE Transactions on Neural Networks 241 citations Published 2002-05-01
Estimation of occlusion and dense motion fields in a bidirectional Bayesian framework (2002)

Keng Pang Lim A. Das Man Nang Chong

motion estimation markov random field markov process free parameter iterated function +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 106 citations Published 2002-05-01
A modified Chi2 algorithm for discretization (2002)

F.E.H. Tay Lixiang Shen

discretization feature selection algorithm artificial intelligence computer science +4 more

IEEE Transactions on Knowledge and Data Engineering 195 citations Published 2002-05-01
EARLY DETECTION AND VISUALIZATION OF BREAST TUMOR WITH THERMOGRAM AND NEURAL NETWORK (2002)

S. C. Fok E. Y. K. Ng K. Tai

mammography visualization thermography artificial neural network breast cancer +6 more

Journal of Mechanics in Medicine and Biology 23 citations Published 2002-04-27
Robust face registration via multiple face prototypes synthesis (2002)

Roberto Mariani

facial recognition system computer vision speech recognition computer science artificial intelligence +2 more

17 citations Published 2002-04-12
e-Descending Support Vector Machines for Financial Time Series Forecasting (2002)

Francis E. H. Tay L. J. Cao

support vector machine computational intelligence problem domain data structure machine learning +6 more

Neural Processing Letters 30 citations Published 2002-04-12
Study on the effect of object to camera distance on polynomial expansion coefficients in barrel distortion correction (2002)

H. Tian T. Srikanthan K.V. Asari S.K. Lam

camera lens distortion lens focal length depth of field +6 more

Proceedings Fifth IEEE Southwest Symposium on Image Analysis and Interpretation 11 citations Published 2002-04-07
Segmentation of color images using a two-stage self-organizing network (2002)

Sim Heng Ong N. C. Yeo K. H. Lee Y. V. Venkatesh D. M. Cao

scale space segmentation image segmentation segmentation based object categorization color quantization region growing +6 more

Image and Vision Computing 154 citations Published 2002-04-01
DEVELOPMENT AND ADAPTATION OF CONSTRUCTIVE PROBABILISTIC NEURAL NETWORK IN FREEWAY INCIDENT DETECTION (2002)

Xin Jin Ruey Long Cheu Dipti Srinivasan

probabilistic neural network artificial neural network cluster analysis statistical model gaussian +5 more

Transportation Research Part C-emerging Technologies 108 citations Published 2002-04-01
Detection of human faces in a compressed domain for video stratification (2002)

Tat-Seng Chua Yunlong Zhao Mohan S. Kankanhalli

video processing multiview video coding video tracking video compression picture types uncompressed video +4 more

The Visual Computer 18 citations Published 2002-04-01
Automated functional design of engineering systems (2002)

WenYu Zhang Shu Beng Tor G. A. Britton

functional design functional verification functional requirement knowledge representation and reasoning design specification +6 more

Journal of Intelligent Manufacturing 26 citations Published 2002-04-01
An Adaptive Design for Multi-Arm Clinical Trials (2002)

Z.D. Bai Feifang Hu Liang Shen

clinical trial nonparametric statistics machine learning completely randomized design econometrics +7 more

Journal of Multivariate Analysis 58 citations Published 2002-04-01

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A GA-based RBF classifier with class-dependent features (2002)

Deep Semantic Links of TCSP and Object-Z: TCOZ Approach (2002)

SNNB: A Selective Neighborhood Based Naïve Bayes for Lazy Learning (2002)

Using statistical and contextual information to identify two-and three-character words in Chinese text (2002)

Signature verification using a modified Bayesian network (2002)

Hexagon-based search pattern for fast block motion estimation (2002)

Frequency of concrete words modulates prefrontal activation during semantic judgments. (2002)

Face recognition with radial basis function (RBF) neural networks (2002)

Extraction of rules from artificial neural networks for nonlinear regression (2002)

Estimation of occlusion and dense motion fields in a bidirectional Bayesian framework (2002)

A modified Chi2 algorithm for discretization (2002)

EARLY DETECTION AND VISUALIZATION OF BREAST TUMOR WITH THERMOGRAM AND NEURAL NETWORK (2002)

Robust face registration via multiple face prototypes synthesis (2002)

e-Descending Support Vector Machines for Financial Time Series Forecasting (2002)

Study on the effect of object to camera distance on polynomial expansion coefficients in barrel distortion correction (2002)

Segmentation of color images using a two-stage self-organizing network (2002)

DEVELOPMENT AND ADAPTATION OF CONSTRUCTIVE PROBABILISTIC NEURAL NETWORK IN FREEWAY INCIDENT DETECTION (2002)

Detection of human faces in a compressed domain for video stratification (2002)

Automated functional design of engineering systems (2002)

An Adaptive Design for Multi-Arm Clinical Trials (2002)