Publications - Machine Learning SG

SAINTexpress: Improvements and additional features in Significance Analysis of INTeractome software (2014)

Guoci Teo Guomin Liu Jianping Zhang Alexey I. Nesvizhskii Anne Claude Gingras Hyungwon Choi

scoring algorithm interactome statistical model user experience design software +7 more

Journal of Proteomics 264 citations Published 2014-04-04
Multiple Description Video Coding Based on Human Visual System Characteristics (2014)

Huihui Bai Weisi Lin Mengmeng Zhang Anhong Wang Yao Zhao

human visual system model encoder redundancy just noticeable difference masking +5 more

IEEE Transactions on Circuits and Systems for Video Technology 28 citations Published 2014-04-04
An Insight into Extreme Learning Machines: Random Neurons, Random Features and Kernels (2014)

Guang-Bin Huang

extreme learning machine feature learning computational learning theory semi supervised learning active learning +6 more

Cognitive Computation 788 citations Published 2014-04-03
Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging (2014)

Meishan Zhang Yue Zhang Wanxiang Che Ting Liu

scale space segmentation segmentation based object categorization segmentation pattern recognition computer science +2 more

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics 38 citations Published 2014-04-01
Spatiotemporal Patterns in Large-Scale Traffic Speed Prediction (2014)

Muhammad Tayyab Asif Justin Dauwels Chong Yang Goh Ali Oran Esmail Fathi Muye Xu Menoth Mohan Dhanya Nikola Mitrovic Patrick Jaillet

mean absolute percentage error cluster analysis intelligent transportation system unsupervised learning support vector machine +7 more

IEEE Transactions on Intelligent Transportation Systems 154 citations Published 2014-04-01
Semisupervised Hashing via Kernel Hyperplane Learning for Scalable Image Search (2014)

Meina Kan Dong Xu Shiguang Shan Xilin Chen

multiple kernel learning string kernel tree kernel radial basis function kernel polynomial kernel +7 more

IEEE Transactions on Circuits and Systems for Video Technology 21 citations Published 2014-04-01
Memory and Organizational Evolvability in a Neutral Landscape (2014)

Amit Jain Bruce Kogut

evolvability forgetting organizational memory organizational theory neutrality +4 more

Organization Science 11 citations Published 2014-04-01
Learning to Rank with Extreme Learning Machine (2014)

Weiwei Zong Guang-Bin Huang

ranking svm learning to rank online machine learning active learning computational learning theory +6 more

Neural Processing Letters 36 citations Published 2014-04-01
How biological vision succeeds in the physical world. (2014)

Dale Purves Dale Purves Brian B. Monson Janani Sundararajan William T. Wojtach

visual perception vision science perception conceptual framework statistical inference +7 more

Proceedings of the National Academy of Sciences of the United States of America 27 citations Published 2014-04-01
Entropic image thresholding based on GLGM histogram (2014)

Yang Xiao Zhiguo Cao Junsong Yuan

balanced histogram thresholding histogram matching image histogram thresholding histogram +6 more

Pattern Recognition Letters 35 citations Published 2014-04-01
Effective multi-modal retrieval based on stacked auto-encoders (2014)

Wei Wang Beng Chin Ooi Xiaoyan Yang Dongxiang Zhang Yueting Zhuang

metric deep learning ranking data mining machine learning +7 more

very large data bases 149 citations Published 2014-04-01
Discriminative Soft Bag-of-Visual Phrase for Mobile Landmark Recognition (2014)

Tao Chen Kim-Hui Yap Dajiang Zhang

phrase visual word cognitive neuroscience of visual object recognition discriminative model landmark +6 more

IEEE Transactions on Multimedia 36 citations Published 2014-04-01
Discriminative Cellets Discovery for Fine-Grained Image Categories Retrieval (2014)

Luming Zhang Yi Yang Roger Zimmermann

feature vector discriminative model linear discriminant analysis categorization neural coding +7 more

Proceedings of International Conference on Multimedia Retrieval 22 citations Published 2014-04-01
Cost-sensitive ordinal regression for fully automatic facial beauty assessment (2014)

Haibin Yan

ordinal regression beauty ordinal number biometrics machine learning +7 more

Neurocomputing 35 citations Published 2014-04-01
Concurrent Single-Label Image Classification and Annotation via Efficient Multi-Layer Group Sparse Coding (2014)

Shenghua Gao Liang-Tien Chia Ivor Wai-Hung Tsang Zhixiang Ren

automatic image annotation contextual image classification feature detection labelme neural coding +6 more

IEEE Transactions on Multimedia 18 citations Published 2014-04-01
Block-Sparse RPCA for Salient Motion Detection (2014)

Zhi Gao Loong-Fah Cheong Yu-Xiang Wang

background subtraction robust principal component analysis motion detection sparse matrix image quality +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 132 citations Published 2014-04-01
Bayesian adaptive Lasso (2014)

Chenlei Leng Chenlei Leng Minh-Ngoc Tran David Nott

lasso elastic net regularization feature selection model selection gibbs sampling +7 more

Annals of the Institute of Statistical Mathematics 92 citations Published 2014-04-01
A Study on Low Resolution Androgenic Hair Patterns for Criminal and Victim Identification (2014)

Han Su Adams Wai Kin Kong

local binary patterns histogram computer vision image resolution computer science +6 more

IEEE Transactions on Information Forensics and Security 24 citations Published 2014-04-01
A Fast Approach for No-Reference Image Sharpness Assessment Based on Maximum Local Variation (2014)

Khosro Bahrami Alex C. Kot

pixel standard deviation image segmentation weighting image quality +7 more

IEEE Signal Processing Letters 113 citations Published 2014-03-31
A highly efficient compression framework for time-varying 3-D facial expressions (2014)

Junhui Hou Lap-Pui Chau Minqi Zhang Nadia Magnenat-Thalmann Ying He

video compression picture types data compression multiview video coding sparse matrix encoder +7 more

IEEE Transactions on Circuits and Systems for Video Technology 19 citations Published 2014-03-26

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SAINTexpress: Improvements and additional features in Significance Analysis of INTeractome software (2014)

Multiple Description Video Coding Based on Human Visual System Characteristics (2014)

An Insight into Extreme Learning Machines: Random Neurons, Random Features and Kernels (2014)

Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging (2014)

Spatiotemporal Patterns in Large-Scale Traffic Speed Prediction (2014)

Semisupervised Hashing via Kernel Hyperplane Learning for Scalable Image Search (2014)

Memory and Organizational Evolvability in a Neutral Landscape (2014)

Learning to Rank with Extreme Learning Machine (2014)

How biological vision succeeds in the physical world. (2014)

Entropic image thresholding based on GLGM histogram (2014)

Effective multi-modal retrieval based on stacked auto-encoders (2014)

Discriminative Soft Bag-of-Visual Phrase for Mobile Landmark Recognition (2014)

Discriminative Cellets Discovery for Fine-Grained Image Categories Retrieval (2014)

Cost-sensitive ordinal regression for fully automatic facial beauty assessment (2014)

Concurrent Single-Label Image Classification and Annotation via Efficient Multi-Layer Group Sparse Coding (2014)

Block-Sparse RPCA for Salient Motion Detection (2014)

Bayesian adaptive Lasso (2014)

A Study on Low Resolution Androgenic Hair Patterns for Criminal and Victim Identification (2014)

A Fast Approach for No-Reference Image Sharpness Assessment Based on Maximum Local Variation (2014)

A highly efficient compression framework for time-varying 3-D facial expressions (2014)