Publications - Machine Learning SG

Linear dimensionality reduction using relevance weighted LDA (2005)

E. K. Tang P. N. Suganthan X. Yao A. K. Qin

linear discriminant analysis dimensionality reduction scatter matrix mahalanobis distance feature extraction +6 more

Pattern Recognition 118 citations Published 2005-04-01
Improved estimation for just-noticeable visual distortion (2005)

X. H. Zhang W. S. Lin P. Xue

human visual system model distortion image processing image compression data compression +6 more

Signal Processing 203 citations Published 2005-04-01
Identifying critical variables of principal components for unsupervised feature selection (2005)

K.Z. Mao

dimensionality reduction principal component analysis feature extraction feature selection principal axis theorem +7 more

systems man and cybernetics 95 citations Published 2005-04-01
Fast, accurate, and automatic extraction of the modified talairach cortical landmarks from magnetic resonance images (2005)

Qingmao Hu Guoyu Qian Wieslaw L. Nowinski

thresholding segmentation distance transform data set landmark +7 more

Magnetic Resonance in Medicine 28 citations Published 2005-04-01
Estimating the eye gaze from one eye (2005)

Jian-Gang Wang Eric Sung Ronda Venkateswarlu

eye tracking real image gaze zoom synthetic data +6 more

Computer Vision and Image Understanding 148 citations Published 2005-04-01
Dimension Reduction-Based Penalized Logistic Regression for Cancer Classification Using Microarray Data (2005)

Li Shen Eng Chong Tan

logistic model tree multinomial logistic regression logistic regression regression analysis partial least squares regression +7 more

IEEE/ACM Transactions on Computational Biology and Bioinformatics 116 citations Published 2005-04-01
Boundary following and globally convergent path planning using instant goals (2005)

S.S. Ge Xuecheng Lai A.A. Mamun

mobile robot motion planning robot obstacle collision +7 more

systems man and cybernetics 83 citations Published 2005-04-01
An incremental approach to genetic-algorithms-based classification (2005)

Sheng-Uei Guan Fangming Zhu

population based incremental learning learning classifier system semi supervised learning active learning stability +6 more

systems man and cybernetics 116 citations Published 2005-04-01
A P2P genetic algorithm environment for the internet (2005)

K. C. Tan M. L. Wang W. Peng

computer network programming the internet genetic algorithm artificial intelligence computer science

Communications of The ACM 11 citations Published 2005-04-01
Maximum-likelihood detection in DWT domain image watermarking using Laplacian modeling (2005)

T.M. Ng H.K. Garg

s transform stationary wavelet transform second generation wavelet transform discrete wavelet transform gaussian +6 more

IEEE Signal Processing Letters 119 citations Published 2005-03-21
Two-dimensional Fisher discriminant analysis: forget about small sample size problem [face recognition applications] (2005)

Hui Kong Eam Khwang Teoh Jian Gang Wang R. Venkateswarlu

kernel fisher discriminant analysis linear discriminant analysis optimal discriminant analysis multiple discriminant analysis feature extraction +6 more

Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005. 28 citations Published 2005-03-18
Steganalysis of binary text images (2005)

Jun Cheng A.C. Kot Jun Liu Hong Cao

steganalysis steganography pixel binary number object detection +7 more

Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005. 13 citations Published 2005-03-18
Measuring the negative impact of frame dropping on perceptual visual quality (2005)

Zhongkang Lu Weisi Lin Boon Choong Seng Sadaatsu Kato Susu Yao EePing Ong Xiao Kang Yang

spearman s rank correlation coefficient image quality annoyance logistic function perception +5 more

Human vision and electronic imaging. Conference 30 citations Published 2005-03-18
Data hiding for text document image authentication by connectivity-preserving (2005)

Huijuan Yang A.C. Kot

watermark digital watermarking information hiding pixel invariant +7 more

Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005. 22 citations Published 2005-03-18
Buffer-constrained R-D model-based rate control for H.264/AVC (2005)

Ping Li X.K. Yang W.S. Lin

macroblock rate distortion optimization header rate distortion theory motion compensation +7 more

Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005. 12 citations Published 2005-03-18
Handwritten character skeletonisation for forensic document analysis (2005)

Vladimir Pervouchine Graham Leedham Konstantin Melikhov

grayscale handwriting pattern recognition computer vision grapheme +5 more

Proceedings of the 2005 ACM symposium on Applied computing 31 citations Published 2005-03-13
CAFISS: a complex adaptive framework for immune system simulation (2005)

Joc Cing Tay Atul Jhavar

artificial immune system complex adaptive system genetic algorithm cellular automaton information processor +6 more

Proceedings of the 2005 ACM symposium on Applied computing 27 citations Published 2005-03-13
On moment-based local operators for detecting image patterns (2005)

Andrzej Sluzek

template matching image processing object detection operator computer vision +5 more

Image and Vision Computing 24 citations Published 2005-03-01
NARMAX time series model prediction: feedforward and recurrent fuzzy neural network approaches (2005)

Yang Gao Meng Joo Er

nonlinear autoregressive exogenous model autoregressive moving average model artificial neural network time series feed forward +6 more

Fuzzy Sets and Systems 248 citations Published 2005-03-01
Motion compensated lossy-to-lossless compression of 4-D medical images using integer wavelet transforms (2005)

A.A. Kassim Pingkun Yan Wei Siong Lee K. Sengupta

data compression lossless compression lossy compression data compression ratio motion compensation +6 more

international conference of the ieee engineering in medicine and biology society 56 citations Published 2005-03-01

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Linear dimensionality reduction using relevance weighted LDA (2005)

Improved estimation for just-noticeable visual distortion (2005)

Identifying critical variables of principal components for unsupervised feature selection (2005)

Fast, accurate, and automatic extraction of the modified talairach cortical landmarks from magnetic resonance images (2005)

Estimating the eye gaze from one eye (2005)

Dimension Reduction-Based Penalized Logistic Regression for Cancer Classification Using Microarray Data (2005)

Boundary following and globally convergent path planning using instant goals (2005)

An incremental approach to genetic-algorithms-based classification (2005)

A P2P genetic algorithm environment for the internet (2005)

Maximum-likelihood detection in DWT domain image watermarking using Laplacian modeling (2005)

Two-dimensional Fisher discriminant analysis: forget about small sample size problem [face recognition applications] (2005)

Steganalysis of binary text images (2005)

Measuring the negative impact of frame dropping on perceptual visual quality (2005)

Data hiding for text document image authentication by connectivity-preserving (2005)

Buffer-constrained R-D model-based rate control for H.264/AVC (2005)

Handwritten character skeletonisation for forensic document analysis (2005)

CAFISS: a complex adaptive framework for immune system simulation (2005)

On moment-based local operators for detecting image patterns (2005)

NARMAX time series model prediction: feedforward and recurrent fuzzy neural network approaches (2005)

Motion compensated lossy-to-lossless compression of 4-D medical images using integer wavelet transforms (2005)