Publications - Machine Learning SG

One Million Sense-Tagged Instances for Word Sense Disambiguation and Induction (2015)

Kaveh Taghipour Hwee Tou Ng

semeval natural language processing information retrieval computer science artificial intelligence +5 more

Proceedings of the Nineteenth Conference on Computational Natural Language Learning 68 citations Published 2015-07-01
No-Reference Quality Assessment of Contrast-Distorted Images Based on Natural Scene Statistics (2015)

Yuming Fang Kede Ma Zhou Wang Weisi Lin Zhijun Fang Guangtao Zhai

image quality mean opinion score scene statistics feature extraction support vector machine +7 more

IEEE Signal Processing Letters 226 citations Published 2015-07-01
Learning user preferences by adaptive pairwise comparison (2015)

Li Qian Jinyang Gao H. V. Jagadish

preference learning pairwise comparison adaptive system binary search algorithm synthetic data +6 more

very large data bases 22 citations Published 2015-07-01
Human Motion Capture Data Tailored Transform Coding (2015)

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

transform coding discrete cosine transform data compression entropy encoding frequency domain +6 more

IEEE Transactions on Visualization and Computer Graphics 27 citations Published 2015-07-01
How Far are We from Fully Automatic High Quality Grammatical Error Correction (2015)

Christopher Bryant Hwee Tou Ng

natural language processing speech recognition computer science artificial intelligence fully automatic +1 more

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) 80 citations Published 2015-07-01
GridSAR: Grid strength and regularity for robust evaluation of blocking artifacts in JPEG images (2015)

Leida Li Yu Zhou Jinjian Wu Weisi Lin Haoliang Li

image quality jpeg human visual system model grid reference grid +6 more

Journal of Visual Communication and Image Representation 21 citations Published 2015-07-01
Flicker-Induced Time Dilation Does Not Modulate EEG Correlates of Temporal Encoding (2015)

Sophie K. Herbst Maximilien Chaumon Maximilien Chaumon Trevor B. Penney Niko A. Busch Niko A. Busch

flicker contingent negative variation visual perception stimulus psychometric function +7 more

Brain Topography 25 citations Published 2015-07-01
Event-Driven Headline Generation (2015)

Rui Sun Yue Zhang Meishan Zhang Donghong Ji

headline data compression natural language processing speech recognition computer science +3 more

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) 19 citations Published 2015-07-01
Dense depth image synthesis via energy minimization for three-dimensional video (2015)

You Yang Qiong Liu Hao Liu Li Yu Fanglin Wang

image processing color image cut pixel metric +6 more

Signal Processing 14 citations Published 2015-07-01
Constrained Semantic Forests for Improved Discriminative Semantic Parsing (2015)

Wei Lu

semantic computing parsing discriminative model decision tree model natural language processing +2 more

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) 11 citations Published 2015-07-01
Computer-aided diagnosis of Myocardial Infarction using ultrasound images with DWT, GLCM and HOS methods (2015)

K. Sudarshan Vidya E.Y.K Ng U. Rajendra Acharya Siaw Meng Chou Ru San Tan Dhanjoo N. Ghista

computer aided diagnosis image processing support vector machine discrete wavelet transform cad +6 more

Computers in Biology and Medicine 55 citations Published 2015-07-01
Automated diagnosis of dry eye using infrared thermography images (2015)

U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya Jen Hong Tan Joel E.W. Koh Vidya K. Sudarshan Sharon Yeo Cheah Loon Too Chua Kuang Chua E.Y.K Ng Louis Tong

probabilistic neural network naive bayes classifier support vector machine classifier thermography +6 more

Infrared Physics & Technology 14 citations Published 2015-07-01
A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing (2015)

Hao Zhou Yue Zhang Shujian Huang Jiajun Chen

parsing probabilistic logic divergence from randomness model beam search treebank +6 more

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) 101 citations Published 2015-07-01
Exploiting Implicit Item Relationships for Recommender Systems (2015)

Zhu Sun Guibing Guo Jie Zhang

recommender system cold start collaborative filtering matrix decomposition association rule learning +6 more

International Conference on User Modeling, Adaptation, and Personalization 13 citations Published 2015-06-29
Associative memory realized by a reconfigurable memristive Hopfield neural network (2015)

S.G. Hu Y. Liu Z Liu T.P. Chen J.J. Wang Q. Yu L.J. Deng Y. Yin Sumio Hosaka

bidirectional associative memory hopfield network content addressable memory artificial neural network memristor +4 more

Nature Communications 161 citations Published 2015-06-25
Enhancing Video Event Recognition Using Automatically Constructed Semantic-Visual Knowledge Base (2015)

Xishan Zhang Yang Yang Yongdong Zhang Huanbo Luan Jintao Li Hanwang Zhang Tat-Seng Chua

domain knowledge knowledge based systems framenet semantic gap knowledge base +6 more

IEEE Transactions on Multimedia 23 citations Published 2015-06-24
Recent progresses in the exploration of machine learning methods as in-silico ADME prediction tools (2015)

L. Tao L. Tao P. Zhang C. Qin S.Y. Chen C. Zhang Z. Chen F. Zhu S.Y. Yang Y.Q. Wei Y.Z. Chen

adme online machine learning quantitative structure activity relationship machine learning computer science +3 more

Advanced Drug Delivery Reviews 28 citations Published 2015-06-23
Online Multimodal Co-indexing and Retrieval of Weakly Labeled Web Image Collections (2015)

Lei Meng Ah-Hwee Tan Cyril Leung Liqiang Nie Tat-Seng Chua Chunyan Miao

multimodal search search engine indexing cluster analysis adaptive resonance theory ranking +7 more

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval 11 citations Published 2015-06-22
Complex Learning in Bio-plausible Memristive Networks (2015)

Lei Deng Guoqi Li Ning Deng Dong Wang Ziyang Zhang Wei He Huanglong Li Jing Pei Luping Shi

competitive learning artificial neural network computational learning theory neuromorphic engineering memristor +6 more

Scientific Reports 30 citations Published 2015-06-19
A 23mW face recognition accelerator in 40nm CMOS with mostly-read 5T memory (2015)

Dongsuk Jeon Qing Dong Yejoong Kim Xiaolong Wang Shuai Chen Hao Yu David Blaauw Dennis Sylvester

face detection facial recognition system feature extraction support vector machine scalability +6 more

2015 Symposium on VLSI Circuits (VLSI Circuits) 11 citations Published 2015-06-17

Previous Next

One Million Sense-Tagged Instances for Word Sense Disambiguation and Induction (2015)

No-Reference Quality Assessment of Contrast-Distorted Images Based on Natural Scene Statistics (2015)

Learning user preferences by adaptive pairwise comparison (2015)

Human Motion Capture Data Tailored Transform Coding (2015)

How Far are We from Fully Automatic High Quality Grammatical Error Correction (2015)

GridSAR: Grid strength and regularity for robust evaluation of blocking artifacts in JPEG images (2015)

Flicker-Induced Time Dilation Does Not Modulate EEG Correlates of Temporal Encoding (2015)

Event-Driven Headline Generation (2015)

Dense depth image synthesis via energy minimization for three-dimensional video (2015)

Constrained Semantic Forests for Improved Discriminative Semantic Parsing (2015)

Computer-aided diagnosis of Myocardial Infarction using ultrasound images with DWT, GLCM and HOS methods (2015)

Automated diagnosis of dry eye using infrared thermography images (2015)

A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing (2015)

Exploiting Implicit Item Relationships for Recommender Systems (2015)

Associative memory realized by a reconfigurable memristive Hopfield neural network (2015)

Enhancing Video Event Recognition Using Automatically Constructed Semantic-Visual Knowledge Base (2015)

Recent progresses in the exploration of machine learning methods as in-silico ADME prediction tools (2015)

Online Multimodal Co-indexing and Retrieval of Weakly Labeled Web Image Collections (2015)

Complex Learning in Bio-plausible Memristive Networks (2015)

A 23mW face recognition accelerator in 40nm CMOS with mostly-read 5T memory (2015)