Publications - Machine Learning SG

VPMCD: Variable interaction modeling approach for class discrimination in biological systems (2007)

Rao Raghuraj Samavedham Lakshminarayanan

data classification class discrimination statistical classification cross validation linear discriminant analysis +6 more

FEBS Letters 16 citations Published 2007-03-06
Multiobjective evolutionary neural networks for time series forecasting (2007)

Swee Chiang Chiam Kay Chen Tan Abdullah Al Mamun

evolutionary acquisition of neural topologies evolutionary programming types of artificial neural networks artificial neural network time series +6 more

EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization 12 citations Published 2007-03-05
The Role of 3-D Sound in Human Reaction and Performance in Augmented Reality Environments (2007)

ZhiYing Zhou A.D. Cheok Yan Qiu Xubo Yang

mixed reality augmented reality computer mediated reality virtual reality immersion +6 more

systems man and cybernetics 60 citations Published 2007-03-01
RLDDE: A novel reinforcement learning-based dimension and delay estimator for neural networks in time series prediction (2007)

F. Liu G. S. Ng C. Quek

time delay neural network artificial neural network linear model time series reinforcement learning +7 more

Neurocomputing 28 citations Published 2007-03-01
Phonocardiographic Signal Analysis Method Using a Modified Hidden Markov Model (2007)

Ping Wang Chu Sing Lim Sunita Chauhan Jong Yong A. Foo Venkataraman Anantharaman

feature extraction hidden markov model heart sounds mel frequency cepstrum auscultation +7 more

Annals of Biomedical Engineering 77 citations Published 2007-03-01
MCES: A Novel Monte Carlo Evaluative Selection Approach for Objective Feature Selections (2007)

Kian Hong Quah C. Quek

feature selection reinforcement learning ranking decision tree data modeling +6 more

IEEE Transactions on Neural Networks 55 citations Published 2007-03-01
INTEGRATIVE COMPUTER-AIDED DIAGNOSTIC WITH BREAST THERMOGRAM (2007)

E. Y. K. Ng E. C. Kee

mammography receiver operating characteristic radial basis function network computer aided artificial neural network +6 more

Journal of Mechanics in Medicine and Biology 20 citations Published 2007-03-01
Extraction and analysis of forensic document examiner features used for writer identification (2007)

Vladimir Pervouchine Graham Leedham

handwriting feature extraction feature selection discriminative model linear discriminant analysis +6 more

Pattern Recognition 114 citations Published 2007-03-01
An improved fuzzy clustering method for cellular manufacturing (2007)

J. Li Chao-Hsien Chu Y. Wang W. Yan

fuzzy clustering cluster analysis fuzzy logic cellular manufacturing artificial intelligence +3 more

International Journal of Production Research 21 citations Published 2007-03-01
Chart Image Classification Using Multiple-Instance Learning (2007)

Weihua Huang Siqi Zong Chew Lim Tan

chart feature detection automatic image annotation image processing image texture +6 more

2007 IEEE Workshop on Applications of Computer Vision (WACV '07) 19 citations Published 2007-02-21
Robust Video Watermarking of H.264/AVC (2007)

Jing Zhang A.T.S. Ho Gang Qiu P. Marziliano

scalable video coding digital watermarking video denoising watermark context adaptive binary arithmetic coding +6 more

IEEE Transactions on Circuits and Systems Ii-express Briefs 183 citations Published 2007-02-20
Keyword classification and determination in language modelling (2007)

Shuanhu Bai Haizhou Li

pattern recognition mathematics artificial intelligence language modelling

19 citations Published 2007-02-09
Wrapper–Filter Feature Selection Algorithm Using a Memetic Framework (2007)

Zexuan Zhu Yew-Soon Ong M. Dash

memetic algorithm feature selection local search genetic algorithm information gain ratio +8 more

systems man and cybernetics 452 citations Published 2007-02-01
Thresholding based on variance and intensity contrast (2007)

Yu Qiao Qingmao Hu Guoyu Qian Suhuai Luo Wieslaw L. Nowinski

thresholding edge detection feature extraction histogram segmentation +5 more

Pattern Recognition 134 citations Published 2007-02-01
Robust Hausdorff distance measure for face recognition (2007)

Vivek E. P N. Sudha

three dimensional face recognition hausdorff distance facial recognition system binary image biometrics +6 more

Pattern Recognition 77 citations Published 2007-02-01
Goal-oriented optimal subset selection of correlated multimedia streams (2007)

Pradeep K. Atrey Mohan S. Kankanhalli John B. Oommen

goal orientation dynamic programming low confidence data mining computer science +5 more

ACM Transactions on Multimedia Computing, Communications, and Applications 20 citations Published 2007-02-01
Extracting image orientation feature by using integration operator (2007)

Xudong Jiang

sobel operator operator prewitt operator orientation feature extraction +6 more

Pattern Recognition 24 citations Published 2007-02-01
Evolution of fuzzy behaviors for multi-robotic system (2007)

Prahlad Vadakkepat Xiao Peng Boon Kiat Quek Tong Heng Lee

neuro fuzzy fuzzy logic robot genetic algorithm modular design +5 more

Robotics and Autonomous Systems 29 citations Published 2007-02-01
Convex hull based skew estimation (2007)

Bo Yuan Chew Lim Tan

skew convex hull convex polygon image segmentation image processing +6 more

Pattern Recognition 19 citations Published 2007-02-01
Using design equations to identify sources of complexity in human–machine interaction (2007)

Martin G. Helander

axiomatic design probabilistic design axiom systems analysis functional requirement +5 more

Theoretical Issues in Ergonomics Science 22 citations Published 2007-01-29

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VPMCD: Variable interaction modeling approach for class discrimination in biological systems (2007)

Multiobjective evolutionary neural networks for time series forecasting (2007)

The Role of 3-D Sound in Human Reaction and Performance in Augmented Reality Environments (2007)

RLDDE: A novel reinforcement learning-based dimension and delay estimator for neural networks in time series prediction (2007)

Phonocardiographic Signal Analysis Method Using a Modified Hidden Markov Model (2007)

MCES: A Novel Monte Carlo Evaluative Selection Approach for Objective Feature Selections (2007)

INTEGRATIVE COMPUTER-AIDED DIAGNOSTIC WITH BREAST THERMOGRAM (2007)

Extraction and analysis of forensic document examiner features used for writer identification (2007)

An improved fuzzy clustering method for cellular manufacturing (2007)

Chart Image Classification Using Multiple-Instance Learning (2007)

Robust Video Watermarking of H.264/AVC (2007)

Keyword classification and determination in language modelling (2007)

Wrapper–Filter Feature Selection Algorithm Using a Memetic Framework (2007)

Thresholding based on variance and intensity contrast (2007)

Robust Hausdorff distance measure for face recognition (2007)

Goal-oriented optimal subset selection of correlated multimedia streams (2007)

Extracting image orientation feature by using integration operator (2007)

Evolution of fuzzy behaviors for multi-robotic system (2007)

Convex hull based skew estimation (2007)

Using design equations to identify sources of complexity in human–machine interaction (2007)