Publications - Machine Learning SG

Web Image and Video Mining Towards Universal and Robust Age Estimator (2011)

Bingbing Ni Zheng Song Shuicheng Yan

face detection facial recognition system video tracking estimator robustness +7 more

IEEE Transactions on Multimedia 50 citations Published 2011-12-01
Trajectory Analysis and Semantic Region Modeling Using Nonparametric Hierarchical Bayesian Models (2011)

Xiaogang Wang Keng Teck Ma Gee-Wah Ng W. Eric Grimson

gibbs sampling cluster analysis dirichlet distribution nonparametric statistics bayesian probability +7 more

International Journal of Computer Vision 165 citations Published 2011-12-01
Speech indexing using semantic context inference (2011)

Chien Lin Huang Chien Lin Huang Bin Ma Haizhou Li Chung-Hsien Wu

explicit semantic analysis vector space model document clustering document retrieval search engine indexing +7 more

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 13 citations Published 2011-12-01
Semantic colorization with internet images (2011)

Alex Yong-Sang Chia Shaojie Zhuo Raj Kumar Gupta Yu-Wing Tai Siu-Yeung Cho Ping Tan Stephen Lin

grayscale graphical user interface the internet segmentation computer vision +7 more

Proceedings of the 2011 SIGGRAPH Asia Conference on 199 citations Published 2011-12-01
SaFIN: A Self-Adaptive Fuzzy Inference Network (2011)

Sau Wai Tung Chai Quek Cuntai Guan

fuzzy control system fuzzy logic expert system knowledge acquisition cluster analysis +6 more

IEEE Transactions on Neural Networks 60 citations Published 2011-12-01
Robust Initialization of a Jordan Network With Recurrent Constrained Learning (2011)

Qing Song

recurrent neural network initialization convergence maxima and minima stability conditions +5 more

IEEE Transactions on Neural Networks 15 citations Published 2011-12-01
MRMR optimized classification for automatic glaucoma diagnosis (2011)

Zhuo Zhang Chee Keong Kwoh Jiang Liu Fengshou Yin Adrianto Wirawan Carol Cheung Mani Baskaran Tin Aung Tien Yin Wong

feature extraction feature selection classifier image segmentation pattern recognition +7 more

2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 14 citations Published 2011-12-01
Model-based optic nerve head segmentation on retinal fundus images (2011)

Fengshou Yin Jiang Liu Sim Heng Ong Ying Sun Damon W. K. Wong Ngan Meng Tan Carol Cheung Mani Baskaran Tin Aung Tien Yin Wong

optic disc fundus optic nerve head segmentation image segmentation +6 more

2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 124 citations Published 2011-12-01
Features for cells and nuclei classification (2011)

Song Liu Piyushkumar A. Mundra Jagath C. Rajapakse

gabor wavelet feature extraction contextual image classification feature selection image texture +6 more

2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 11 citations Published 2011-12-01
Distributed Learning Strategies for Interference Mitigation in Femtocell Networks (2011)

M. Bennis S. Guruacharya D. Niyato

femtocell reinforcement learning game theory population fictitious play +7 more

2011 IEEE Global Telecommunications Conference - GLOBECOM 2011 58 citations Published 2011-12-01
Depth camera based hand gesture recognition and its applications in Human-Computer-Interaction (2011)

Zhou Ren Jingjing Meng Junsong Yuan

gesture recognition gesture shape context human computer interaction virtual reality +7 more

2011 8th International Conference on Information, Communications & Signal Processing 215 citations Published 2011-12-01
CSCORE: A SIMPLE YET EFFECTIVE SCORING FUNCTION FOR PROTEIN–LIGAND BINDING AFFINITY PREDICTION USING MODIFIED CMAC LEARNING ARCHITECTURE (2011)

Xuchang Ouyang Stephanus Daniel Handoko Chee Keong Kwoh

protein ligand docking protein ligand cerebellar model articulation controller ligand mean squared error +6 more

Journal of Bioinformatics and Computational Biology 20 citations Published 2011-12-01
Creating the Open Wordnet Bahasa (2011)

Nurril Hirfana Bte Mohamed Noor Suerya Sapuan Francis Bond

extended wordnet wordnet lexical semantics malay indonesian +5 more

Proceedings of the 25th Pacific Asia Conference on Language, Information and Computation 26 citations Published 2011-12-01
Correntropy based feature selection using binary projection (2011)

Hui Yan Xiaotong Yuan Shuicheng Yan Jingyu Yang

feature selection feature extraction greedy algorithm heuristic iterative method +6 more

Pattern Recognition 23 citations Published 2011-12-01
Calibrating EEG-based motor imagery brain-computer interface from passive movement (2011)

Kai Keng Ang Cuntai Guan Chuanchu Wang Kok Soon Phua Adrian Hock Guan Tan Zheng Yang Chin

motor imagery brain computer interface electroencephalography haptic technology data modeling +6 more

2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 15 citations Published 2011-12-01
Automatic detection of cortical and PSC cataracts using texture and intensity analysis on retro-illumination lens images (2011)

Yew Chung Chow Xinting Gao Huiqi Li Joo Hwee Lim Ying Sun Tien Yin Wong

image texture thresholding lens computer vision cataracts +6 more

2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 11 citations Published 2011-12-01
Artifact removal for intracranial pressure monitoring signals: A robust solution with signal decomposition (2011)

Mengling Feng Liang Yu Loy Feng Zhang Cuntai Guan

intensive care low pass filter robustness finite impulse response hilbert huang transform +7 more

2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society 14 citations Published 2011-12-01
A Wavelet-CSP method to classify hand movement directions in EEG based BCI system (2011)

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

brain computer interface electroencephalography wavelet wavelet transform statistical classification +7 more

2011 8th International Conference on Information, Communications & Signal Processing 13 citations Published 2011-12-01
A SNOMED supported ontological vector model for subclinical disorder detection using EHR similarity (2011)

L. W. C. Chan Y. Liu C. R. Shyu I. F. F. Benzie

snomed ct feature vector direction cosine systematized nomenclature of medicine string searching algorithm +7 more

Engineering Applications of Artificial Intelligence 18 citations Published 2011-12-01
A novel system for fingerprint privacy protection 1 (2011)

Sheng Li Alex C. Kot

minutiae fingerprint verification competition fingerprint information privacy authentication +7 more

2011 7th International Conference on Information Assurance and Security (IAS) 12 citations Published 2011-12-01

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Web Image and Video Mining Towards Universal and Robust Age Estimator (2011)

Trajectory Analysis and Semantic Region Modeling Using Nonparametric Hierarchical Bayesian Models (2011)

Speech indexing using semantic context inference (2011)

Semantic colorization with internet images (2011)

SaFIN: A Self-Adaptive Fuzzy Inference Network (2011)

Robust Initialization of a Jordan Network With Recurrent Constrained Learning (2011)

MRMR optimized classification for automatic glaucoma diagnosis (2011)

Model-based optic nerve head segmentation on retinal fundus images (2011)

Features for cells and nuclei classification (2011)

Distributed Learning Strategies for Interference Mitigation in Femtocell Networks (2011)

Depth camera based hand gesture recognition and its applications in Human-Computer-Interaction (2011)

CSCORE: A SIMPLE YET EFFECTIVE SCORING FUNCTION FOR PROTEIN–LIGAND BINDING AFFINITY PREDICTION USING MODIFIED CMAC LEARNING ARCHITECTURE (2011)

Creating the Open Wordnet Bahasa (2011)

Correntropy based feature selection using binary projection (2011)

Calibrating EEG-based motor imagery brain-computer interface from passive movement (2011)

Automatic detection of cortical and PSC cataracts using texture and intensity analysis on retro-illumination lens images (2011)

Artifact removal for intracranial pressure monitoring signals: A robust solution with signal decomposition (2011)

A Wavelet-CSP method to classify hand movement directions in EEG based BCI system (2011)

A SNOMED supported ontological vector model for subclinical disorder detection using EHR similarity (2011)

A novel system for fingerprint privacy protection 1 (2011)