Publications - Machine Learning SG

Selective AP-Sequence Based Indoor Localization without Site Survey (2016)

Ran Liu Chau Yuen Jun Zhao Jindong Guo Ronghong Mo Vishesh N. Pamadi Xiang Liu

fingerprint recognition fingerprint cluster analysis rss pattern recognition +7 more

2016 IEEE 83rd Vehicular Technology Conference (VTC Spring) 15 citations Published 2016-05-15
An ensemble approach for short-term load forecasting by extreme learning machine (2016)

Song Li Lalit Goel Peng Wang

probabilistic forecasting ensemble learning ensemble forecasting wavelet wavelet transform +7 more

Applied Energy 142 citations Published 2016-05-15
Domain-specific cross-language relevant question retrieval (2016)

Bowen Xu Zhenchang Xing Xin Xia David Lo Qingye Wang Shanping Li

vocabulary first language knowledge base software development process computer programming +7 more

Proceedings of the 13th International Conference on Mining Software Repositories 14 citations Published 2016-05-14
A system and method for displaying a video image (2016)

Beng Hai Lee Jiang Liu Wing Kee Damon Wong Ai Ping Yow Tock Han Lim Augustinus Laude

display device video camera visual field computer vision computer graphics images +6 more

13 citations Published 2016-05-12
Measuring the Distance Between Finite Markov Decision Processes (2016)

Jinhua Song Yang Gao Hao Wang Bo An

markov decision process hausdorff distance equivalence of metrics transfer of learning reinforcement learning +7 more

AAMAS '16 Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems 21 citations Published 2016-05-09
High-Degree Neurons Feed Cortical Computations. (2016)

Nicholas M. Timme Shinya Ito Maxym Myroshnychenko Sunny Nigam Masanori Shimono Fang-Chin Yeh Pawel Hottowy Alan M. Litke John M. Beggs

winner take all cellular neuroscience hebbian theory transfer entropy neuron +7 more

PLOS Computational Biology 62 citations Published 2016-05-09
Positioning Glass: Investigating Display Positions of Monocular Optical See-Through Head-Mounted Display (2016)

Soon Hau Chua Simon T. Perrault Denys J. C. Matthies Shengdong Zhao

usability optical head mounted display monocular user interface computer vision +2 more

Proceedings of the Fourth International Symposium on Chinese CHI 18 citations Published 2016-05-08
HaptiColor: Interpolating Color Information as Haptic Feedback to Assist the Colorblind (2016)

Marta G. Carcedo Soon Hau Chua Simon Perrault Paweł Wozniak Raj Joshi Mohammad Obaid Morten Fjeld Shengdong Zhao

haptic technology wearable computer computer vision interpolation computer science +4 more

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems 23 citations Published 2016-05-07
An integrated index for breast cancer identification using histogram of oriented gradient and kernel locality preserving projection features extracted from thermograms (2016)

U. Raghavendra U. Rajendra Acharya E. Y.K. Ng Jen Hong Tan Anjan Gudigar

histogram histogram of oriented gradients computer aided diagnosis mammography kernel +6 more

2016 Quantitative InfraRed Thermography 12 citations Published 2016-05-05
Multicolumn Bidirectional Long Short-Term Memory for Mobile Devices-Based Human Activity Recognition (2016)

Dapeng Tao Yonggang Wen Richang Hong

activity recognition mobile device feature extraction mobile telephony machine learning +7 more

IEEE Internet of Things Journal 28 citations Published 2016-05-03
Cerebellar Functional Parcellation Using Sparse Dictionary Learning Clustering. (2016)

Changqing Wang Judy Kipping Chenglong Bao Hui Ji Anqi Qiu Anqi Qiu

cluster analysis sparse approximation neural coding pattern recognition optimization problem +7 more

Frontiers in Neuroscience 12 citations Published 2016-05-02
Toward a Blind Deep Quality Evaluator for Stereoscopic Images Based on Monocular and Binocular Interactions (2016)

Feng Shao Weijun Tian Weisi Lin Gangyi Jiang Qionghai Dai

monocular stereoscopy image quality artificial neural network computer vision +6 more

IEEE Transactions on Image Processing 77 citations Published 2016-05-01
Seamless Video Stitching from Hand-held Camera Inputs (2016)

Kaimo Lin Shuaicheng Liu Loong-Fah Cheong Bing Zeng

image stitching panorama compositing image warping computer vision +7 more

EG '16 Proceedings of the 37th Annual Conference of the European Association for Computer Graphics 55 citations Published 2016-05-01
Online Passive-Aggressive Active learning (2016)

Jing Lu Peilin Zhao Steven C. Hoi

active learning online machine learning instance based learning semi supervised learning learning classifier system +6 more

Machine Learning 20 citations Published 2016-05-01
Multi-prototype Chinese Character Embedding (2016)

Yanan Lu Yue Zhang Dong-Hong Ji

semantics syntax natural language processing embedding computer science +1 more

Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16) 15 citations Published 2016-05-01
LibN3L:A Lightweight Package for Neural NLP (2016)

Meishan Zhang Jie Yang Zhiyang Teng Yue Zhang

pooling linear model computer science natural language processing artificial intelligence

Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16) 12 citations Published 2016-05-01
Genetic algorithm and mathematical morphology based binarization method for strip steel defect image with non-uniform illumination (2016)

Maofu Liu Ya Liu Huijun Hu Liqiang Nie

strip steel mathematical morphology fitness function genetic algorithm computer vision +4 more

Journal of Visual Communication and Image Representation 21 citations Published 2016-05-01
Facial Position and Expression-Based Human–Computer Interface for Persons With Tetraplegia (2016)

Zhen-Peng Bian Junhui Hou Lap-Pui Chau Nadia Magnenat-Thalmann

fitts s law user experience design rgb color model monocular computer vision +6 more

IEEE Journal of Biomedical and Health Informatics 18 citations Published 2016-05-01
Estimation of Virtual View Synthesis Distortion Toward Virtual View Position (2016)

Lu Fang Yijian Xiang Ngai-Man Cheung Feng Wu

view synthesis distortion linear model linear combination computer vision +6 more

IEEE Transactions on Image Processing 18 citations Published 2016-05-01
Cosegmentation of multiple image groups (2016)

Fanman Meng Jianfei Cai Hongliang Li

image segmentation markov random field segmentation computer vision prior probability +6 more

Computer Vision and Image Understanding 24 citations Published 2016-05-01

Previous Next

Selective AP-Sequence Based Indoor Localization without Site Survey (2016)

An ensemble approach for short-term load forecasting by extreme learning machine (2016)

Domain-specific cross-language relevant question retrieval (2016)

A system and method for displaying a video image (2016)

Measuring the Distance Between Finite Markov Decision Processes (2016)

High-Degree Neurons Feed Cortical Computations. (2016)

Positioning Glass: Investigating Display Positions of Monocular Optical See-Through Head-Mounted Display (2016)

HaptiColor: Interpolating Color Information as Haptic Feedback to Assist the Colorblind (2016)

An integrated index for breast cancer identification using histogram of oriented gradient and kernel locality preserving projection features extracted from thermograms (2016)

Multicolumn Bidirectional Long Short-Term Memory for Mobile Devices-Based Human Activity Recognition (2016)

Cerebellar Functional Parcellation Using Sparse Dictionary Learning Clustering. (2016)

Toward a Blind Deep Quality Evaluator for Stereoscopic Images Based on Monocular and Binocular Interactions (2016)

Seamless Video Stitching from Hand-held Camera Inputs (2016)

Online Passive-Aggressive Active learning (2016)

Multi-prototype Chinese Character Embedding (2016)

LibN3L:A Lightweight Package for Neural NLP (2016)

Genetic algorithm and mathematical morphology based binarization method for strip steel defect image with non-uniform illumination (2016)

Facial Position and Expression-Based Human–Computer Interface for Persons With Tetraplegia (2016)

Estimation of Virtual View Synthesis Distortion Toward Virtual View Position (2016)

Cosegmentation of multiple image groups (2016)