Publications - Machine Learning SG

Multivariate adaptive regression splines for analysis of geotechnical engineering systems (2013)

Wengang Zhang Anthony Teck Chee Goh

multivariate adaptive regression splines artificial neural network nonparametric regression variables multivariate statistics +7 more

Computers and Geotechnics 217 citations Published 2013-03-01
Improving feature location using structural similarity and iterative graph mapping (2013)

Xin Peng Zhenchang Xing Xi Tan Yijun Yu Wenyun Zhao

feature feature model kanade lucas tomasi feature tracker iterative and incremental development source code +7 more

Journal of Systems and Software 16 citations Published 2013-03-01
Image collection summarization via dictionary learning for sparse representation (2013)

Chunlei Yang Jialie Shen Jinye Peng Jianping Fan

automatic summarization k svd sparse approximation simulated annealing pattern recognition +7 more

Pattern Recognition 68 citations Published 2013-03-01
Fuzzy semi-supervised co-clustering for text documents (2013)

Yang Yan Lihui Chen William-Chandra Tjhi

fuzzy clustering cluster analysis constrained clustering biclustering semi supervised learning +7 more

Fuzzy Sets and Systems 61 citations Published 2013-03-01
Extreme learning machine terrain-based navigation for unmanned aerial vehicles (2013)

Ee May Kan Meng Hiot Lim Yew Soon Ong Ah Hwee Tan Swee Ping Yeo

global positioning system terrain extreme learning machine elevation real time computing +5 more

Neural Computing and Applications 17 citations Published 2013-03-01
Cost-Sensitive Subspace Analysis and Extensions for Face Recognition (2013)

Jiwen Lu Yap-Peng Tan

feature linear discriminant analysis facial recognition system subspace topology linear subspace +7 more

IEEE Transactions on Information Forensics and Security 83 citations Published 2013-03-01
Automatic segmentation of the choroid in enhanced depth imaging optical coherence tomography images (2013)

Jing Tian Pina Marziliano Mani Baskaran Tin Aung Tun Tin Aung

optical coherence tomography image processing choroid speckle noise pixel +6 more

Biomedical Optics Express 86 citations Published 2013-03-01
Automated detection of diabetes using higher order spectral features extracted from heart rate signals (2013)

G. Swapna U. Rajendra Acharya S. VinithaSree Jasjit S. Suri

receiver operating characteristic bicoherence support vector machine probabilistic neural network classifier +7 more

intelligent data analysis 17 citations Published 2013-03-01
An extreme learning machine approach for speaker recognition (2013)

Yuan Lan Zongjiang Hu Yeng Chai Soh Guang-Bin Huang

speaker recognition extreme learning machine structured support vector machine support vector machine online machine learning +7 more

Neural Computing and Applications 59 citations Published 2013-03-01
A sequential approach for stochastic computer model calibration and prediction (2013)

Jun Yuan Szu Hui Ng

uncertainty quantification posterior probability bayesian probability calibration machine learning +4 more

Reliability Engineering & System Safety 13 citations Published 2013-03-01
A Bayesian framework for dense depth estimation based on spatial-temporal correlation (2013)

Qiong Liu You Yang Yue Gao Rongrong Ji Li Yu

depth map cut global optimization bayesian probability pattern recognition +6 more

Neurocomputing 12 citations Published 2013-03-01
A 3D Imaging Framework Based on High-Resolution Photometric-Stereo and Low-Resolution Depth (2013)

Zheng Lu Yu-Wing Tai Fanbo Deng Moshe Ben-Ezra Michael S. Brown

stereo camera photometric stereo 3d reconstruction surface reconstruction photography +6 more

International Journal of Computer Vision 15 citations Published 2013-03-01
Rapid Feedforward Computation by Temporal Encoding and Learning With Spiking Neurons (2013)

Qiang Yu Huajin Tang Kay Chen Tan Haizhou Li

learning rule mnist database supervised learning encoding synaptic weight +6 more

IEEE Transactions on Neural Networks 131 citations Published 2013-02-22
Hierarchical Information Fusion for Global Displacement Estimation in Microsensor Motion Capture (2013)

Xiaoli Meng Zhi-Qiang Zhang Jian-Kang Wu Wai-Choong Wong

sensor fusion kalman filter motion estimation inertial navigation system accelerometer +6 more

IEEE Transactions on Biomedical Engineering 19 citations Published 2013-02-22
EEG-Based Classification of Fast and Slow Hand Movements Using Wavelet-CSP Algorithm (2013)

Neethu Robinson A. P. Vinod Kai Keng Ang Keng Peng Tee Cuntai T. Guan

linear discriminant analysis brain computer interface wavelet feature extraction wavelet transform +8 more

IEEE Transactions on Biomedical Engineering 91 citations Published 2013-02-21
Controlling a Human–Computer Interface System With a Novel Classification Method that Uses Electrooculography Signals (2013)

Shang-Lin Wu Lun-De Liao Shao-Wei Lu Wei-Ling Jiang Shi-An Chen Chin-Teng Lin

electrooculography feature extraction brain computer interface signal eye movement +6 more

IEEE Transactions on Biomedical Engineering 72 citations Published 2013-02-21
Superpixel Classification Based Optic Disc and Optic Cup Segmentation for Glaucoma Screening (2013)

Jun Cheng Jiang Liu Yanwu Xu Fengshou Yin D. W. K. Wong Ngan-Meng Tan Dacheng Tao Ching-Yu Cheng Tin Aung Tien Yin Wong

optic cup cup to disc ratio optic disc optic nerve image segmentation +6 more

IEEE Transactions on Medical Imaging 463 citations Published 2013-02-19
Classification of gait phases from lower limb EMG: Application to exoskeleton orthosis (2013)

C. D. Joshi U. Lahiri N. V. Thakor

gait analysis feature vector feature extraction gait linear discriminant analysis +7 more

2013 IEEE Point-of-Care Healthcare Technologies (PHT) 64 citations Published 2013-02-14
Face Recognition with Multi-Resolution Spectral Feature Images (2013)

Zhan-Li Sun Kin-man Kenneth Lam Zhao-Yang Dong Han Wang Qing-Wei Gao Chun-Hou Zheng

three dimensional face recognition feature facial recognition system linear discriminant analysis classifier +7 more

PLOS ONE 24 citations Published 2013-02-13
Dynamic Extreme Learning Machine and Its Approximation Capability (2013)

Rui Zhang Yuan Lan Guang-Bin Huang Zong-Ben Xu Yeng Chai Soh

extreme learning machine feedforward neural network artificial neural network network architecture lebesgue integration +5 more

IEEE Transactions on Systems, Man, and Cybernetics 72 citations Published 2013-02-11

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Multivariate adaptive regression splines for analysis of geotechnical engineering systems (2013)

Improving feature location using structural similarity and iterative graph mapping (2013)

Image collection summarization via dictionary learning for sparse representation (2013)

Fuzzy semi-supervised co-clustering for text documents (2013)

Extreme learning machine terrain-based navigation for unmanned aerial vehicles (2013)

Cost-Sensitive Subspace Analysis and Extensions for Face Recognition (2013)

Automatic segmentation of the choroid in enhanced depth imaging optical coherence tomography images (2013)

Automated detection of diabetes using higher order spectral features extracted from heart rate signals (2013)

An extreme learning machine approach for speaker recognition (2013)

A sequential approach for stochastic computer model calibration and prediction (2013)

A Bayesian framework for dense depth estimation based on spatial-temporal correlation (2013)

A 3D Imaging Framework Based on High-Resolution Photometric-Stereo and Low-Resolution Depth (2013)

Rapid Feedforward Computation by Temporal Encoding and Learning With Spiking Neurons (2013)

Hierarchical Information Fusion for Global Displacement Estimation in Microsensor Motion Capture (2013)

EEG-Based Classification of Fast and Slow Hand Movements Using Wavelet-CSP Algorithm (2013)

Controlling a Human–Computer Interface System With a Novel Classification Method that Uses Electrooculography Signals (2013)

Superpixel Classification Based Optic Disc and Optic Cup Segmentation for Glaucoma Screening (2013)

Classification of gait phases from lower limb EMG: Application to exoskeleton orthosis (2013)

Face Recognition with Multi-Resolution Spectral Feature Images (2013)

Dynamic Extreme Learning Machine and Its Approximation Capability (2013)