Publications - Machine Learning SG

Triplet Spike Time-Dependent Plasticity in a Floating-Gate Synapse (2017)

Roshan Gopalakrishnan Arindam Basu

weight change learning rule artificial neural network postsynaptic potential logic gate +6 more

IEEE Transactions on Neural Networks 12 citations Published 2017-04-01
Towards unsupervised physical activity recognition using smartphone accelerometers (2017)

Yonggang Lu Ye Wei Li Liu Jun Zhong Letian Sun Ye Liu

activity recognition accelerometer machine learning data mining computer science +7 more

Multimedia Tools and Applications 208 citations Published 2017-04-01
Towards online and personalized daily activity recognition, habit modeling, and anomaly detection for the solitary elderly through unobtrusive sensing (2017)

Lei Meng Chunyan Miao Cyril Leung

activity recognition anomaly detection activities of daily living constant false alarm rate machine learning +6 more

Multimedia Tools and Applications 31 citations Published 2017-04-01
The Calgary semantic decision project: concrete/abstract decision data for 10,000 English words. (2017)

Penny M. Pexman Alison Heard Ellen Lloyd Melvin J. Yap

lexical decision task semantic property lexicon semantics concreteness +7 more

Behavior Research Methods 23 citations Published 2017-04-01
SuRVoS: Super-Region Volume Segmentation workbench. (2017)

Imanol Luengo Michele C. Darrow Matthew C. Spink Ying Sun Ying Sun Wei Dai Cynthia Y. He Wah Chiu Tony Pridmore Alun W. Ashton Elizabeth M.H. Duke Mark Basham Andrew P. French

scale space segmentation segmentation based object categorization segmentation semi supervised learning workbench +7 more

Journal of Structural Biology 36 citations Published 2017-04-01
Robust Neighborhood Preserving Projection by Nuclear/L2,1-Norm Regularization for Image Feature Extraction (2017)

Zhao Zhang Fanzhang Li Mingbo Zhao Li Zhang Shuicheng Yan

feature iterative reconstruction feature extraction metric matrix norm +6 more

IEEE Transactions on Image Processing 96 citations Published 2017-04-01
Light Field Compressed Sensing Over a Disparity-Aware Dictionary (2017)

Jie Chen Lap-Pui Chau

iterative reconstruction compressed sensing coded aperture sparse approximation computer vision +7 more

IEEE Transactions on Circuits and Systems for Video Technology 19 citations Published 2017-04-01
Fusion of Magnetic and Visual Sensors for Indoor Localization: Infrastructure-Free and More Effective (2017)

Zhenguang Liu Luming Zhang Qi Liu Yifang Yin Li Cheng Roger Zimmermann

visualization particle filter scalability computer vision computer science +1 more

IEEE Transactions on Multimedia 68 citations Published 2017-04-01
EEG-Based Strategies to Detect Motor Imagery for Control and Rehabilitation (2017)

Kai Keng Ang Cuntai Guan

motor imagery brain computer interface data modeling electroencephalography feature extraction +7 more

international conference of the ieee engineering in medicine and biology society 112 citations Published 2017-04-01
Discriminative transfer learning with sparsity regularization for single-sample face recognition (2017)

Junlin Hu

linear discriminant analysis discriminative model facial recognition system transfer of learning outlier +7 more

Image and Vision Computing 19 citations Published 2017-04-01
Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering (2017)

Xi Peng Zhiding Yu Zhang Yi Huajin Tang

correlation clustering subspace topology cluster analysis data stream clustering fuzzy clustering +7 more

IEEE Transactions on Systems, Man, and Cybernetics 151 citations Published 2017-04-01
Bag of Events: An Efficient Probability-Based Feature Extraction Method for AER Image Sensors (2017)

Xi Peng Bo Zhao Rui Yan Huajin Tang Zhang Yi

feature extraction pixel hyperparameter joint probability distribution pattern recognition +7 more

IEEE Transactions on Neural Networks 35 citations Published 2017-04-01
Attention Modeling for Targeted Sentiment. (2017)

Jiangming Liu Yue Zhang

sentiment analysis sentence artificial neural network natural language processing left and right +3 more

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers 130 citations Published 2017-04-01
Adaptive Vision-Based Leader–Follower Formation Control of Mobile Robots (2017)

Hesheng Wang Dejun Guo Xinwu Liang Weidong Chen Guoqiang Hu Kam K. Leang

robot control adaptive control mobile robot mobile robot navigation cartesian coordinate robot +7 more

IEEE Transactions on Industrial Electronics 87 citations Published 2017-04-01
A Unified Framework of Active Transfer Learning for Cross-System Recommendation (2017)

Lili Zhao Sinno Jialin Pan Qiang Yang

recommender system collaborative filtering transfer of learning active learning knowledge transfer +7 more

Artificial Intelligence 21 citations Published 2017-04-01
A survey on deep learning-based fine-grained object classification and semantic segmentation (2017)

Bo Zhao Jiashi Feng Xiao Wu Shuicheng Yan

segmentation based object categorization scale space segmentation deep learning contextual image classification convolutional neural network +7 more

International Journal of Automation and Computing 143 citations Published 2017-04-01
Ultra-wideband based cooperative relative localization algorithm and experiments for multiple unmanned aerial vehicles in GPS denied environments: (2017)

Kexin Guo Zhirong Qiu Wei Meng Lihua Xie Rodney Teo

global positioning system computer vision ultra wideband computer science artificial intelligence

International Journal of Micro Air Vehicles 36 citations Published 2017-03-28
Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach (2017)

Yunchao Wei Jiashi Feng Xiaodan Liang Ming-Ming Cheng Yao Zhao Shuicheng Yan

segmentation discriminative model inference pattern recognition computer science +2 more

arXiv preprint arXiv:1703.08448 35 citations Published 2017-03-24
Enriched Deep Recurrent Visual Attention Model for Multiple Object Recognition (2017)

Artsiom Ablavatski Shijian Lu Jianfei Cai

edram stochastic gradient descent mnist database cognitive neuroscience of visual object recognition recurrent neural network +6 more

2017 IEEE Winter Conference on Applications of Computer Vision (WACV) 18 citations Published 2017-03-24
Learning Sparse Representation for No-Reference Quality Assessment of Multiply Distorted Stereoscopic Images (2017)

Feng Shao Weijun Tian Weisi Lin Gangyi Jiang Qionghai Dai

image quality sparse approximation stereoscopy distortion visualization +6 more

IEEE Transactions on Multimedia 17 citations Published 2017-03-21

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Triplet Spike Time-Dependent Plasticity in a Floating-Gate Synapse (2017)

Towards unsupervised physical activity recognition using smartphone accelerometers (2017)

Towards online and personalized daily activity recognition, habit modeling, and anomaly detection for the solitary elderly through unobtrusive sensing (2017)

The Calgary semantic decision project: concrete/abstract decision data for 10,000 English words. (2017)

SuRVoS: Super-Region Volume Segmentation workbench. (2017)

Robust Neighborhood Preserving Projection by Nuclear/L2,1-Norm Regularization for Image Feature Extraction (2017)

Light Field Compressed Sensing Over a Disparity-Aware Dictionary (2017)

Fusion of Magnetic and Visual Sensors for Indoor Localization: Infrastructure-Free and More Effective (2017)

EEG-Based Strategies to Detect Motor Imagery for Control and Rehabilitation (2017)

Discriminative transfer learning with sparsity regularization for single-sample face recognition (2017)

Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering (2017)

Bag of Events: An Efficient Probability-Based Feature Extraction Method for AER Image Sensors (2017)

Attention Modeling for Targeted Sentiment. (2017)

Adaptive Vision-Based Leader–Follower Formation Control of Mobile Robots (2017)

A Unified Framework of Active Transfer Learning for Cross-System Recommendation (2017)

A survey on deep learning-based fine-grained object classification and semantic segmentation (2017)

Ultra-wideband based cooperative relative localization algorithm and experiments for multiple unmanned aerial vehicles in GPS denied environments: (2017)

Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach (2017)

Enriched Deep Recurrent Visual Attention Model for Multiple Object Recognition (2017)

Learning Sparse Representation for No-Reference Quality Assessment of Multiply Distorted Stereoscopic Images (2017)