Publications - Machine Learning SG

Segmentation of volumetric MRA images by using capillary active contour. (2006)

Pingkun Yan Ashraf A. Kassim

scale space segmentation image segmentation active contour model segmentation level set method +6 more

Medical Image Analysis 114 citations Published 2006-06-01
Segmentation Of Breast Thermogram: Improved Boundary Detection With Modified Snake Algorithm (2006)

Eddie Y.-K. Ng Y. Chen

breast disease mammography breast cancer image segmentation thermography +6 more

Journal of Mechanics in Medicine and Biology 81 citations Published 2006-06-01
Quantitative analysis of brain asymmetry by using the divergence measure: normal-pathological brain discrimination. (2006)

Ihar Volkau KN Bhanu Prakash Anand Ananthasubramaniam Varsha Gupta Aamer Aziz Wieslaw L. Nowinski

brain asymmetry abnormality human brain log normal distribution statistical hypothesis testing +7 more

Academic Radiology 17 citations Published 2006-06-01
Geometric and shading correction for images of printed materials using boundary (2006)

M.S. Brown Y.-C. Tsoi

interpolation distortion shading image processing image quality +6 more

IEEE Transactions on Image Processing 85 citations Published 2006-06-01
Dynamic directional gradient vector flow for snakes (2006)

Jierong Cheng Say Wei Foo

active contour model image segmentation vector flow segmentation edge detection +7 more

IEEE Transactions on Image Processing 160 citations Published 2006-06-01
Dynamic cluster formation using level set methods (2006)

A.M. Yip C. Ding T.F. Chan

complete linkage clustering cluster analysis density estimation cluster kernel density estimation +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 78 citations Published 2006-06-01
Comprehensive learning particle swarm optimizer for global optimization of multimodal functions (2006)

J.J. Liang A.K. Qin P.N. Suganthan S. Baskar

multi swarm optimization particle swarm optimization swarm intelligence swarm behaviour premature convergence +6 more

IEEE Transactions on Evolutionary Computation 3,221 citations Published 2006-06-01
Associations in a Unified Feature Modeling Scheme (2006)

G. Chen Y.-S. Ma G. Thimm S.-H. Tang

feature model conceptual design product lifecycle data mining machine learning +6 more

Journal of Computing and Information Science in Engineering 26 citations Published 2006-06-01
ANALYSIS AND VISUALIZATION OF HUMAN ELECTROENCEPHALOGRAMS SEEN AS FRACTAL TIME SERIES (2006)

Vladimir Kulish Alexei Sourin Olga Sourina

fractal analysis fractal fractal dimension renyi entropy visualization +7 more

Journal of Mechanics in Medicine and Biology 24 citations Published 2006-06-01
A switching median filter with boundary discriminative noise detection for extremely corrupted images (2006)

Pei-Eng Ng Kai-Kuang Ma

salt and pepper noise median filter impulse noise gaussian noise value noise +6 more

IEEE Transactions on Image Processing 764 citations Published 2006-06-01
A rule-based computing approach for the segmentation of semiconductor defects (2006)

N.G. Shankar Z.W. Zhong

rule based system wafer bridging segmentation scratch +7 more

Microelectronics Journal 23 citations Published 2006-06-01
A Dual-Objective Evolutionary Algorithm for Rules Extraction in Data Mining (2006)

K. C. Tan Q. Yu J. H. Ang

classification rule decision rule evolutionary algorithm pareto principle box plot +7 more

Computational Optimization and Applications 29 citations Published 2006-06-01
Study of facial skin and aural temperature (2006)

E.Y.K. Ng W. Muljo B.S. Wong

computer vision computer science artificial intelligence aural temperature computerized data processing +4 more

IEEE Engineering in Medicine and Biology Magazine 15 citations Published 2006-05-30
Locomotion techniques for robotic colonoscopy (2006)

I. Kassim L. Phee W.S. Ng Feng Gong P. Dario C.A. Mosse

mass screening colonoscopy colorectal cancer robotics robot +7 more

IEEE Engineering in Medicine and Biology Magazine 164 citations Published 2006-05-30
Contextual modeling of functional MR images with conditional random fields (2006)

Yang Wang J.C. Rajapakse

conditional random field markov random field conditional independence statistical parametric mapping markov process +6 more

IEEE Transactions on Medical Imaging 27 citations Published 2006-05-30
An efficient semi-unsupervised gene selection method via spectral biclustering (2006)

Bing Liu C. Wan Lipo Wang

biclustering unsupervised learning microarray analysis techniques data set pattern recognition +7 more

IEEE Transactions on Nanobioscience 188 citations Published 2006-05-30
Extreme learning machine for predicting HLA-Peptide binding (2006)

Stephanus Daniel Handoko Kwoh Chee Keong Ong Yew Soon Guang Lan Zhang Vladimir Brusic

peptide binding extreme learning machine artificial neural network time complexity backpropagation +5 more

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III 25 citations Published 2006-05-28
Extracting protein-protein interactions from the literature using the hidden vector state model (2006)

Deyu Zhou Yulan He Chee Keong Kwoh

information extraction precision and recall treebank parsing hierarchical control system +6 more

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part II 21 citations Published 2006-05-28
Estimating the number of hidden neurons in a feedforward network using the singular value decomposition (2006)

Eu Jin Teoh Cheng Xiang Kay Chen Tan

feedforward neural network singular value decomposition singular value artificial neural network network architecture +7 more

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I 12 citations Published 2006-05-28
Multi-Scale Feature Extraction for Face Recognition (2006)

B. Mandal X.D. Jiang A. Kot

three dimensional face recognition face hallucination face detection facial recognition system feature extraction +7 more

2006 1ST IEEE Conference on Industrial Electronics and Applications 15 citations Published 2006-05-24

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Segmentation of volumetric MRA images by using capillary active contour. (2006)

Segmentation Of Breast Thermogram: Improved Boundary Detection With Modified Snake Algorithm (2006)

Quantitative analysis of brain asymmetry by using the divergence measure: normal-pathological brain discrimination. (2006)

Geometric and shading correction for images of printed materials using boundary (2006)

Dynamic directional gradient vector flow for snakes (2006)

Dynamic cluster formation using level set methods (2006)

Comprehensive learning particle swarm optimizer for global optimization of multimodal functions (2006)

Associations in a Unified Feature Modeling Scheme (2006)

ANALYSIS AND VISUALIZATION OF HUMAN ELECTROENCEPHALOGRAMS SEEN AS FRACTAL TIME SERIES (2006)

A switching median filter with boundary discriminative noise detection for extremely corrupted images (2006)

A rule-based computing approach for the segmentation of semiconductor defects (2006)

A Dual-Objective Evolutionary Algorithm for Rules Extraction in Data Mining (2006)

Study of facial skin and aural temperature (2006)

Locomotion techniques for robotic colonoscopy (2006)

Contextual modeling of functional MR images with conditional random fields (2006)

An efficient semi-unsupervised gene selection method via spectral biclustering (2006)

Extreme learning machine for predicting HLA-Peptide binding (2006)

Extracting protein-protein interactions from the literature using the hidden vector state model (2006)

Estimating the number of hidden neurons in a feedforward network using the singular value decomposition (2006)

Multi-Scale Feature Extraction for Face Recognition (2006)