Publications - Machine Learning SG

Convergence of a Generalized SMO Algorithm for SVM Classifier Design (2002)

S. S. Keerthi E. G. Gilbert

sequential minimal optimization support vector machine classifier convergence machine learning +3 more

Machine Learning 419 citations Published 2002-03-11
A fast learning algorithm for parismonious fuzzy neural systems (2002)

Meng Joo Er Shiqian Wu

wake sleep algorithm competitive learning population based incremental learning neuro fuzzy learning classifier system +6 more

Fuzzy Sets and Systems 107 citations Published 2002-03-06
Time-critical dynamic decision modeling in medicine. (2002)

Yanping Xiang Kim-Leng Poh

anytime algorithm influence diagram decision support system decision model computational complexity theory +6 more

Computers in Biology and Medicine 20 citations Published 2002-03-01
Model-based 3D hand posture estimation from a single 2D image (2002)

Chin-Seng Chua Haiying Guan Yeong-Khing Ho

gesture recognition inverse kinematics 3d reconstruction real image computational complexity theory +4 more

Image and Vision Computing 126 citations Published 2002-03-01
DETECTION OF ANOMALOUS STRUCTURAL BEHAVIOUR USING WAVELET ANALYSIS (2002)

P. Moyo J.M.W. Brownjohn

wavelet structural health monitoring wavelet transform change detection continuous monitoring +5 more

Mechanical Systems and Signal Processing 99 citations Published 2002-03-01
An optimal neural network and concrete strength modeling (2002)

Liqun Ren Zhiye Zhao

feedforward neural network probabilistic neural network artificial neural network akaike information criterion artificial intelligence +5 more

Advances in Engineering Software 72 citations Published 2002-03-01
Agent that models, reasons and makes decisions (2002)

C. Y. Miao A. Goh Y. Miao Z. H. Yang

intelligent agent fuzzy cognitive map fuzzy logic the internet artificial intelligence +4 more

Knowledge Based Systems 36 citations Published 2002-03-01
A fuzzy system for concrete bridge damage diagnosis (2002)

Zhiye Zhao Chuanyu Chen

fuzzy classification fuzzy number defuzzification fuzzy set operations fuzzy rule +7 more

Computers & Structures 73 citations Published 2002-03-01
A Heuristic State–Space Approach to the Functional Design of Mechanical Systems (2002)

W.Y. Zhang S.B. Tor G.A. Britton

functional design heuristic functional requirement evaluation function state space +6 more

The International Journal of Advanced Manufacturing Technology 18 citations Published 2002-02-26
Line segment Hausdorff distance on face matching (2002)

Yongsheng Gao Maylor K.H. Leung

hausdorff distance line segment facial recognition system spatial analysis pattern recognition +6 more

Pattern Recognition 99 citations Published 2002-02-01
Integrating intensity and texture differences for robust change detection (2002)

Liyuan Li M.K.H. Leung

texture filtering image texture image segmentation change detection motion detection +6 more

IEEE Transactions on Image Processing 287 citations Published 2002-02-01
Human face profile recognition using attributed string (2002)

Yongsheng Gao Maylor K.H. Leung

string metric string searching algorithm facial recognition system line segment pattern recognition +7 more

Pattern Recognition 32 citations Published 2002-02-01
An intelligent information sharing strategy within a swarm for unconstrained and constrained optimization problems (2002)

Tapabrata Ray K. M. Liew P. Saini

multi swarm optimization swarm behaviour constrained optimization information sharing test functions for optimization +6 more

soft computing 23 citations Published 2002-02-01
AI-EigenSnake: an affine-invariant deformable contour model for object matching (2002)

Zhong Xue Stan Z Li Eam Khwang Teoh

active contour model active shape model shape analysis prior probability computer vision +7 more

Image and Vision Computing 56 citations Published 2002-02-01
On the initialization and training methods for Kohonen self-organizing feature maps in color image quantization (2002)

Xiao Rui Chip-Hong Chang T. Srikanthan

color quantization color histogram color image initialization feature detection +7 more

Proceedings First IEEE International Workshop on Electronic Design, Test and Applications '2002 20 citations Published 2002-01-29
Method for producing cloud free, and cloud-shadow free, images (2002)

Leong Keong Kwoh Min Li Soo Chin Liew

cloud computing shadow cloud cover pixel computer vision +4 more

59 citations Published 2002-01-22
Method and apparatus for determining symmetry in 2d and 3d images (2002)

Qingmao Hu Wieslaw Lucjan Nowinski

sagittal plane line segment fissure computer vision mathematics +3 more

68 citations Published 2002-01-18
Watermark Detection and Extraction Using Independent Component Analysis Method (2002)

Dan Yu Farook Sattar Kai-Kuang Ma

watermark digital watermarking independent component analysis image processing quantization +7 more

EURASIP Journal on Advances in Signal Processing 127 citations Published 2002-01-14
Using feature generation and feature selection for accurate prediction of translation initiation sites. (2002)

Fanfan Zeng Roland H.C. Yap Limsoon Wong

feature selection pattern recognition machine learning computer science stop codon +5 more

Genome Informatics 75 citations Published 2002-01-01
Tracking people (2002)

Ng Kim Piau S. Ranganath

histogram image segmentation mixture model heuristics computer vision +6 more

Object recognition supported by user interaction for service robots 21 citations Published 2002-01-01

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Convergence of a Generalized SMO Algorithm for SVM Classifier Design (2002)

A fast learning algorithm for parismonious fuzzy neural systems (2002)

Time-critical dynamic decision modeling in medicine. (2002)

Model-based 3D hand posture estimation from a single 2D image (2002)

DETECTION OF ANOMALOUS STRUCTURAL BEHAVIOUR USING WAVELET ANALYSIS (2002)

An optimal neural network and concrete strength modeling (2002)

Agent that models, reasons and makes decisions (2002)

A fuzzy system for concrete bridge damage diagnosis (2002)

A Heuristic State–Space Approach to the Functional Design of Mechanical Systems (2002)

Line segment Hausdorff distance on face matching (2002)

Integrating intensity and texture differences for robust change detection (2002)

Human face profile recognition using attributed string (2002)

An intelligent information sharing strategy within a swarm for unconstrained and constrained optimization problems (2002)

AI-EigenSnake: an affine-invariant deformable contour model for object matching (2002)

On the initialization and training methods for Kohonen self-organizing feature maps in color image quantization (2002)

Method for producing cloud free, and cloud-shadow free, images (2002)

Method and apparatus for determining symmetry in 2d and 3d images (2002)

Watermark Detection and Extraction Using Independent Component Analysis Method (2002)

Using feature generation and feature selection for accurate prediction of translation initiation sites. (2002)

Tracking people (2002)