Publications - Machine Learning SG

Wearable Mechanotransduced Tactile Sensor for Haptic Perception (2017)

Joo Chuan Yeo Zhuangjian Liu Zhi-Qian Zhang Pan Zhang Zhiping Wang Chwee Teck Lim

tactile sensor haptic perception haptic technology braille wearable computer +7 more

Advanced materials and technologies 15 citations Published 2017-06-01
Scalable transfer learning in heterogeneous, dynamic environments (2017)

Trung Thanh Nguyen Tomi Silander Zhuoru Li Tze-Yun Leong Tze-Yun Leong

reinforcement learning inductive transfer markov decision process transfer of learning autonomous agent +6 more

Artificial Intelligence 11 citations Published 2017-06-01
Pose Estimation from Line Correspondences: A Complete Analysis and a Series of Solutions (2017)

Chi Xu Lilian Zhang Li Cheng Reinhard Koch

3d pose estimation pose computational complexity theory iterative method algorithm +4 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 81 citations Published 2017-06-01
Multi-task diagnosis for autism spectrum disorders using multi-modality features: A multi-center study. (2017)

Jun Wang Jun Wang Qian Wang Jialin Peng Dong Nie Feng Zhao Minjeong Kim Han Zhang Chong Yaw Wee Shitong Wang Dinggang Shen Dinggang Shen

linear discriminant analysis multi task learning feature selection discriminant function analysis autism +7 more

Human Brain Mapping 37 citations Published 2017-06-01
Model-based contextual policy search for data-efficient generalization of robot skills (2017)

Andras Kupcsik Marc Peter Deisenroth Jan Peters Ai Poh Loh Prahlad Vadakkepat Gerhard Neumann

robot learning reinforcement learning search algorithm robot probabilistic logic +6 more

Artificial Intelligence 69 citations Published 2017-06-01
Linearized domain adaptation in evolutionary multitasking (2017)

Kavitesh Kumar Bali Abhishek Gupta Liang Feng Yew Soon Ong Tan Puay Siew

human multitasking evolutionary computation evolutionary algorithm crossover theoretical computer science +6 more

2017 IEEE Congress on Evolutionary Computation (CEC) 34 citations Published 2017-06-01
Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation (2017)

Guo-Sen Xie Xu-Yao Zhang Shuicheng Yan Cheng-Lin Liu

convolutional neural network feature vector cluster analysis discriminative model spectral clustering +7 more

IEEE Transactions on Circuits and Systems for Video Technology 86 citations Published 2017-06-01
Gait-Event-Based Synchronization Method for Gait Rehabilitation Robots via a Bioinspired Adaptive Oscillator (2017)

Gong Chen Peng Qi Zhao Guo Haoyong Yu

gait rehabilitation robotics synchronization gait robot +7 more

IEEE Transactions on Biomedical Engineering 17 citations Published 2017-06-01
Enhanced Just Noticeable Difference Model for Images With Pattern Complexity (2017)

Jinjian Wu Leida Li Weisheng Dong Guangming Shi Weisi Lin C.-C. Jay Kuo

masking human visual system model just noticeable difference image processing luminance +7 more

IEEE Transactions on Image Processing 76 citations Published 2017-06-01
Don't be deceived: Using linguistic analysis to learn how to discern online review authenticity (2017)

Snehasish Banerjee Alton Y. K. Chua Jung-Jae Kim

exaggeration natural language processing statistical classification feature selection statistical hypothesis testing +5 more

association for information science and technology 11 citations Published 2017-06-01
Diversified Visual Attention Networks for Fine-Grained Object Classification (2017)

Bo Zhao Xiao Wu Jiashi Feng Qiang Peng Shuicheng Yan

discriminative model feature extraction visualization machine learning granularity +5 more

IEEE Transactions on Multimedia 221 citations Published 2017-06-01
Deep Video Hashing (2017)

Venice Erin Liong Jiwen Lu Yap-Peng Tan Jie Zhou

feature hashing feature extraction hash function deep learning binary code +6 more

IEEE Transactions on Multimedia 59 citations Published 2017-06-01
Deep Coupled Metric Learning for Cross-Modal Matching (2017)

Venice Erin Liong Jiwen Lu Yap-Peng Tan Jie Zhou

semi supervised learning competitive learning artificial neural network feedforward neural network subspace topology +6 more

IEEE Transactions on Multimedia 70 citations Published 2017-06-01
Data-Driven Answer Selection in Community QA Systems (2017)

Liqiang Nie Xiaochi Wei Dongxiang Zhang Xiang Wang Zhipeng Gao Yi Yang

offline learning question answering online search pairwise comparison sort +7 more

IEEE Transactions on Knowledge and Data Engineering 33 citations Published 2017-06-01
COMPRESS: A Comprehensive Framework of Trajectory Compression in Road Networks (2017)

Yunheng Han Weiwei Sun Baihua Zheng

data compression lossless compression lossy compression dictionary coder entropy encoding +7 more

international conference on management of data 24 citations Published 2017-06-01
Analyzing Sentiments in One Go: A Supervised Joint Topic Modeling Approach (2017)

Zhen Hai Gao Cong Kuiyu Chang Peng Cheng Chunyan Miao

sentiment analysis topic model data modeling probabilistic logic inference +7 more

IEEE Transactions on Knowledge and Data Engineering 30 citations Published 2017-06-01
Action and Event Recognition in Videos by Learning From Heterogeneous Web Sources (2017)

Li Niu Xinxing Xu Lin Chen Lixin Duan Dong Xu

multiple kernel learning feature extraction visualization machine learning classifier +6 more

IEEE Transactions on Neural Networks 18 citations Published 2017-06-01
A Unified Framework for Metric Transfer Learning (2017)

Yonghui Xu Sinno Jialin Pan Hui Xiong Qingyao Wu Ronghua Luo Huaqing Min Hengjie Song

mahalanobis distance instance based learning euclidean distance transfer of learning handwriting recognition +7 more

IEEE Transactions on Knowledge and Data Engineering 80 citations Published 2017-06-01
A 23-mW Face Recognition Processor with Mostly-Read 5T Memory in 40-nm CMOS (2017)

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

face detection memory segmentation static random access memory bit cell scalability +7 more

IEEE Journal of Solid-state Circuits 20 citations Published 2017-06-01
Context-Aware, Adaptive, and Scalable Android Malware Detection Through Online Learning (2017)

Annamalai Narayanan Mahinthan Chandramohan Lihui Chen Yang Liu

malware population graph kernel scalability feature extraction +6 more

IEEE Transactions on Emerging Topics in Computational Intelligence 16 citations Published 2017-05-29

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Wearable Mechanotransduced Tactile Sensor for Haptic Perception (2017)

Scalable transfer learning in heterogeneous, dynamic environments (2017)

Pose Estimation from Line Correspondences: A Complete Analysis and a Series of Solutions (2017)

Multi-task diagnosis for autism spectrum disorders using multi-modality features: A multi-center study. (2017)

Model-based contextual policy search for data-efficient generalization of robot skills (2017)

Linearized domain adaptation in evolutionary multitasking (2017)

Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation (2017)

Gait-Event-Based Synchronization Method for Gait Rehabilitation Robots via a Bioinspired Adaptive Oscillator (2017)

Enhanced Just Noticeable Difference Model for Images With Pattern Complexity (2017)

Don't be deceived: Using linguistic analysis to learn how to discern online review authenticity (2017)

Diversified Visual Attention Networks for Fine-Grained Object Classification (2017)

Deep Video Hashing (2017)

Deep Coupled Metric Learning for Cross-Modal Matching (2017)

Data-Driven Answer Selection in Community QA Systems (2017)

COMPRESS: A Comprehensive Framework of Trajectory Compression in Road Networks (2017)

Analyzing Sentiments in One Go: A Supervised Joint Topic Modeling Approach (2017)

Action and Event Recognition in Videos by Learning From Heterogeneous Web Sources (2017)

A Unified Framework for Metric Transfer Learning (2017)

A 23-mW Face Recognition Processor with Mostly-Read 5T Memory in 40-nm CMOS (2017)

Context-Aware, Adaptive, and Scalable Android Malware Detection Through Online Learning (2017)