Publications - Machine Learning SG

Wearable wireless sensing system for capturing human arm motion (2011)

Chee Kian Lim Zhiqiang Luo I-Ming Chen Song Huat Yeo

motion capture wearable computer kinematics computer vision simulation +7 more

Sensors and Actuators A-physical 19 citations Published 2011-03-01
Sensor-Assisted Video Encoding for Mobile Devices in Real-World Environments (2011)

Xiaoming Chen Zhendong Zhao A Rahmati Ye Wang Lin Zhong

video capture video processing motion compensation video quality video tracking +7 more

IEEE Transactions on Circuits and Systems for Video Technology 12 citations Published 2011-03-01
Non-singleton genetic fuzzy logic system for arrhythmias classification (2011)

Teck Wee Chua Woei Wan Tan

fuzzy classification fuzzy logic fuzzy set operations adaptive neuro fuzzy inference system neuro fuzzy +7 more

Engineering Applications of Artificial Intelligence 32 citations Published 2011-03-01
Limit of the Accuracy of Parameter Estimation for Moving Single Molecules Imaged by Fluorescence Microscopy (2011)

Yau Wong Zhiping Lin Raimund J Ober

fisher information cramer rao bound estimation theory trajectory pixelation +6 more

IEEE Transactions on Signal Processing 20 citations Published 2011-03-01
ICGA-PSO-ELM Approach for Accurate Multiclass Cancer Classification Resulting in Reduced Gene Sets in Which Genes Encoding Secreted Proteins Are Highly Represented (2011)

Saras Saraswathi Suresh Sundaram Narasimhan Sundararajan Michael Zimmermann Marit Nilsen-Hamilton

encode systems biology computational biology gene statistical classification +7 more

IEEE/ACM Transactions on Computational Biology and Bioinformatics 119 citations Published 2011-03-01
Fuzzy theory applied in quality management of distributed manufacturing system: A literature review and classification (2011)

Lv Yaqiong Lee Ka Man Wu Zhang

fuzzy classification fuzzy set operations fuzzy number fuzzy clustering fuzzy logic +7 more

Engineering Applications of Artificial Intelligence 32 citations Published 2011-03-01
Efficient segmentation technique for noisy frontal view iris images using Fourier spectral density (2011)

Niladri B. Puhan Natarajan Sudha Anirudh Sivaraman Kaushalram

scale space segmentation iris recognition active contour model hough transform segmentation +6 more

Signal, Image and Video Processing 58 citations Published 2011-03-01
Efficient region-aware large graph construction towards scalable multi-label propagation (2011)

Bing-Kun Bao Bingbing Ni Yadong Mu Shuicheng Yan

automatic image annotation image retrieval feature detection search engine indexing hash function +7 more

Pattern Recognition 18 citations Published 2011-03-01
Dimensionality reduction techniques for blog visualization (2011)

Flora S. Tsai

dimensionality reduction data visualization visualization nonlinear dimensionality reduction isomap +7 more

Expert Systems With Applications 32 citations Published 2011-03-01
Bayesian Separation With Sparsity Promotion in Perceptual Wavelet Domain for Speech Enhancement and Hybrid Speech Recognition (2011)

Yu Shao Chip-Hong Chang

speech enhancement voice activity detection speaker recognition wavelet wavelet transform +7 more

systems man and cybernetics 14 citations Published 2011-03-01
Automated detection of sleep apnea from electrocardiogram signals using nonlinear parameters. (2011)

U Rajendra Acharya Eric Chern-Pin Chua Oliver Faust Teik-Cheng Lim Liang Feng Benjamin Lim

polysomnography sleep apnea hypopnea sleep disorder apnea +7 more

Physiological Measurement 85 citations Published 2011-03-01
Aurora image segmentation by combining patch and texture thresholding (2011)

Xinbo Gao Rong Fu Xuelong Li Dacheng Tao Beichen Zhang Huigen Yang

scale space segmentation image segmentation segmentation based object categorization region growing image texture +7 more

Computer Vision and Image Understanding 18 citations Published 2011-03-01
An automated method for cell-free layer width determination in small arterioles. (2011)

P K Ong S Jain B Namgung Y I Woo H Sakai D Lim K J Chun S Kim

thresholding grayscale edge detection histogram computer vision +4 more

Physiological Measurement 11 citations Published 2011-03-01
A Case-Driven Ambient Intelligence System for Elderly in-Home Assistance Applications (2011)

Feng Zhou Jianxin Jiao Songlin Chen Daqing Zhang

ambient intelligence activities of daily living context awareness case based reasoning home automation +6 more

systems man and cybernetics 107 citations Published 2011-03-01
Implicit feature identification via co-occurrence association rule mining (2011)

Zhen Hai Kuiyu Chang Jung-jae Kim

association rule learning cluster analysis sentiment analysis sentence natural language processing +7 more

CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I 177 citations Published 2011-02-20
Linear Subspace Learning-Based Dimensionality Reduction (2011)

Xudong Jiang

feature vector feature dimensionality reduction feature extraction linear subspace +6 more

IEEE Signal Processing Magazine 160 citations Published 2011-02-17
An Asynchronous P300 BCI With SSVEP-Based Control State Detection (2011)

R C Panicker S Puthusserypady Ying Sun

asynchronous communication data rate units brain computer interface information transfer computer vision +6 more

IEEE Transactions on Biomedical Engineering 194 citations Published 2011-02-17
Mining social images with distance metric learning for automated image tagging (2011)

Pengcheng Wu Steven Chu-Hong Hoi Peilin Zhao Ying He

semi supervised learning transduction metric stochastic gradient descent social media +7 more

Proceedings of the fourth ACM international conference on Web search and data mining 87 citations Published 2011-02-09
Evaluation of decision fusion strategies for effective collaboration among heterogeneous fault diagnostic methods (2011)

Kaushik Ghosh Yew Seng Ng Rajagopalan Srinivasan

fault detection and isolation fault coverage weighted voting system identification machine learning +6 more

Computers & Chemical Engineering 70 citations Published 2011-02-09
Capacitive touch sensing : signal and image processing algorithms (2011)

Zachi Baharav Ramakrishna Kakarala

capacitive sensing interpolation linear interpolation filter image processing +7 more

Proceedings of SPIE, the International Society for Optical Engineering 20 citations Published 2011-02-07

Previous Next

Wearable wireless sensing system for capturing human arm motion (2011)

Sensor-Assisted Video Encoding for Mobile Devices in Real-World Environments (2011)

Non-singleton genetic fuzzy logic system for arrhythmias classification (2011)

Limit of the Accuracy of Parameter Estimation for Moving Single Molecules Imaged by Fluorescence Microscopy (2011)

ICGA-PSO-ELM Approach for Accurate Multiclass Cancer Classification Resulting in Reduced Gene Sets in Which Genes Encoding Secreted Proteins Are Highly Represented (2011)

Fuzzy theory applied in quality management of distributed manufacturing system: A literature review and classification (2011)

Efficient segmentation technique for noisy frontal view iris images using Fourier spectral density (2011)

Efficient region-aware large graph construction towards scalable multi-label propagation (2011)

Dimensionality reduction techniques for blog visualization (2011)

Bayesian Separation With Sparsity Promotion in Perceptual Wavelet Domain for Speech Enhancement and Hybrid Speech Recognition (2011)

Automated detection of sleep apnea from electrocardiogram signals using nonlinear parameters. (2011)

Aurora image segmentation by combining patch and texture thresholding (2011)

An automated method for cell-free layer width determination in small arterioles. (2011)

A Case-Driven Ambient Intelligence System for Elderly in-Home Assistance Applications (2011)

Implicit feature identification via co-occurrence association rule mining (2011)

Linear Subspace Learning-Based Dimensionality Reduction (2011)

An Asynchronous P300 BCI With SSVEP-Based Control State Detection (2011)

Mining social images with distance metric learning for automated image tagging (2011)

Evaluation of decision fusion strategies for effective collaboration among heterogeneous fault diagnostic methods (2011)

Capacitive touch sensing : signal and image processing algorithms (2011)