Publications - Machine Learning SG

Leader-follower formation control of underactuated autonomous underwater vehicles (2010)

Rongxin Cui Rongxin Cui Shuzhi Sam Ge Bernard Voon Ee How Yoo Sang Choo

underactuation backstepping underwater acoustic communication trajectory autonomous system +7 more

Ocean Engineering 452 citations Published 2010-12-01
Graph matching based hand posture recognition using neuro-biologically inspired features (2010)

P Pramod Kumar Prahlad Vadakkepat Loh Ai Poh

matching graph theory feature extraction gesture recognition hidden markov model +7 more

2010 11th International Conference on Control Automation Robotics & Vision 18 citations Published 2010-12-01
Gait-Based Human Age Estimation (2010)

Jiwen Lu Yap-Peng Tan

gait gabor wavelet gait analysis feature extraction robustness +7 more

IEEE Transactions on Information Forensics and Security 113 citations Published 2010-12-01
Facial part displacement effect on template-based gender and ethnicity classification (2010)

F. Saei Manesh M. Ghahramani Y. P. Tan

facial recognition system normalization statistical classification support vector machine feature extraction +7 more

2010 11th International Conference on Control Automation Robotics & Vision 18 citations Published 2010-12-01
Effects of facial alignment for age estimation (2010)

Hee Lin Wang Jian-Gang Wang Wei-Yun Yau Xing Lun Chua Yap Peng Tan

facial recognition system feature extraction contextual image classification pattern recognition computer vision +5 more

2010 11th International Conference on Control Automation Robotics & Vision 14 citations Published 2010-12-01
Document image binarization using background estimation and stroke edges (2010)

Shijian Lu Bolan Su Chew Lim Tan

document layout analysis image gradient image processing color image smoothing +6 more

International Journal on Document Analysis and Recognition 255 citations Published 2010-12-01
Designing compact Gabor filter banks for efficient texture feature extraction (2010)

Weitao Li KeZhi Mao Hong Zhang Tianyou Chai

gabor filter gabor wavelet image texture filter feature extraction +7 more

2010 11th International Conference on Control Automation Robotics & Vision 16 citations Published 2010-12-01
Design of fuzzy cognitive maps using neural networks for predicting chaotic time series (2010)

H. J. Song C. Y. Miao Z. Q. Shen W. Roel D. H. Maja C. Francky

fuzzy cognitive map membership function fuzzy logic knowledge representation and reasoning inference +6 more

Neural Networks 56 citations Published 2010-12-01
Classification of EEG correlates on emotion using features from Gaussian mixtures of EEG spectrogram (2010)

Reza Khosrowabadi Abdul Wahab bin Abdul Rahman

spectrogram feature extraction k nearest neighbors algorithm gaussian process electroencephalography +7 more

Proceeding of the 3rd International Conference on Information and Communication Technology for the Moslem World (ICT4M) 2010 13 citations Published 2010-12-01
Classification of abnormalities in digitized mammograms using Extreme Learning Machine (2010)

G. Vani R. Savitha N. Sundararajan

extreme learning machine statistical classification feature extraction digital mammography feature selection +7 more

2010 11th International Conference on Control Automation Robotics & Vision 18 citations Published 2010-12-01
Bayesian projection approaches to variable selection in generalized linear models (2010)

David J. Nott Chenlei Leng

bayesian linear regression projection pursuit bayesian hierarchical modeling posterior probability lasso +7 more

Computational Statistics & Data Analysis 19 citations Published 2010-12-01
Automated study of ocular thermal images: Comprehensive analysis of corneal health with different age group subjects and validation (2010)

Jen-Hong Tan E. Y. K. Ng Rajendra Acharya U C. Chee

thermography cornea biomedical engineering computer vision computer science +6 more

Digital Signal Processing 19 citations Published 2010-12-01
Aspect-based sentiment analysis of movie reviews on discussion boards (2010)

Tun Thura Thet Jin-Cheon Na Christopher S.G. Khoo

sentiment analysis lexicon negation natural language processing linguistics +7 more

Journal of Information Science 285 citations Published 2010-12-01
Analysis and automatic identification of sleep stages using higher order spectra. (2010)

U. Rajendra Acharya Eric Chern-Pin Chua Kuang Chua Chua Lim Choo Min Toshiyo Tamura

sleep stages bicoherence bispectrum electroencephalography mixture model +7 more

International Journal of Neural Systems 165 citations Published 2010-12-01
An unsupervised self-organizing learning with support vector ranking for imbalanced datasets (2010)

Yok-Yen Nguwi Siu-Yeung Cho

support vector machine ranking machine learning data mining data type +5 more

Expert Systems With Applications 22 citations Published 2010-12-01
An accurate stereo vision system using cross-shaped target self-calibration method based on photogrammetry (2010)

Zhenzhong Xiao Jin Liang Dehong Yu Zhengzong Tang Anand Asundi

computer stereo vision bundle adjustment photogrammetry direct linear transformation calibration +6 more

Optics and Lasers in Engineering 33 citations Published 2010-12-01
A novel DCT domain CRT-based watermarking scheme for image authentication surviving JPEG compression (2010)

Jagdish C. Patra Jiliang E. Phua Cedric Bornand

quantization watermark digital watermarking discrete cosine transform robustness +6 more

Digital Signal Processing 197 citations Published 2010-12-01
A novel application of a neuro-fuzzy computational technique in event-based rainfall-runoff modeling (2010)

Amin Talei Lloyd Hock Chye Chua Chai Quek

adaptive neuro fuzzy inference system neuro fuzzy storm water management model fuzzy logic artificial neural network +6 more

Expert Systems With Applications 124 citations Published 2010-12-01
A branch and bound method for isolation of faulty variables through missing variable analysis (2010)

Vinay Kariwala Pabara-Ebiere Odiowei Yi Cao Tao Chen

fault detection and isolation branch and bound global optimization combinatorial optimization principal component analysis +7 more

Journal of Process Control 71 citations Published 2010-12-01
Positioning, tracking and mapping for outdoor augmentation (2010)

Jayashree Karlekar Steven ZhiYing Zhou Weiquan Lu Zhi Chang Loh Yuta Nakayama Daniel Hii

pose augmented reality tracking system silhouette sensor fusion +6 more

2010 IEEE International Symposium on Mixed and Augmented Reality 37 citations Published 2010-11-22

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Leader-follower formation control of underactuated autonomous underwater vehicles (2010)

Graph matching based hand posture recognition using neuro-biologically inspired features (2010)

Gait-Based Human Age Estimation (2010)

Facial part displacement effect on template-based gender and ethnicity classification (2010)

Effects of facial alignment for age estimation (2010)

Document image binarization using background estimation and stroke edges (2010)

Designing compact Gabor filter banks for efficient texture feature extraction (2010)

Design of fuzzy cognitive maps using neural networks for predicting chaotic time series (2010)

Classification of EEG correlates on emotion using features from Gaussian mixtures of EEG spectrogram (2010)

Classification of abnormalities in digitized mammograms using Extreme Learning Machine (2010)

Bayesian projection approaches to variable selection in generalized linear models (2010)

Automated study of ocular thermal images: Comprehensive analysis of corneal health with different age group subjects and validation (2010)

Aspect-based sentiment analysis of movie reviews on discussion boards (2010)

Analysis and automatic identification of sleep stages using higher order spectra. (2010)

An unsupervised self-organizing learning with support vector ranking for imbalanced datasets (2010)

An accurate stereo vision system using cross-shaped target self-calibration method based on photogrammetry (2010)

A novel DCT domain CRT-based watermarking scheme for image authentication surviving JPEG compression (2010)

A novel application of a neuro-fuzzy computational technique in event-based rainfall-runoff modeling (2010)

A branch and bound method for isolation of faulty variables through missing variable analysis (2010)

Positioning, tracking and mapping for outdoor augmentation (2010)