Publications - Machine Learning SG

Enhancing the representation of functional connectivity networks by fusing multi‐view information for autism spectrum disorder diagnosis (2019)

Huifang Huang Huifang Huang Xingdan Liu Yan Jin Seong Whan Lee Chong Yaw Wee Chong Yaw Wee Dinggang Shen Dinggang Shen

cluster analysis support vector machine discriminative model word error rate pattern recognition +6 more

Human Brain Mapping 13 citations Published 2019-02-15
Deep Spiking Neural Network with Spike Count based Learning Rule (2019)

Jibin Wu Yansong Chua Malu Zhang Qu Yang Guoqi Li Haizhou Li

spiking neural network learning rule artificial neural network mnist database perceptron +6 more

arXiv preprint arXiv:1902.05705 1 citations Published 2019-02-15
Deep elastic strain engineering of bandgap through machine learning. (2019)

Zhe Shi Evgenii Tsymbalov Ming Dao Subra Suresh Alexander Shapeev Ju Li

strain engineering diamond microelectronics figure of merit photonics +6 more

Proceedings of the National Academy of Sciences of the United States of America 27 citations Published 2019-02-15
A Line Feature Extraction Method for Finger-Knuckle-Print Verification (2019)

Jooyoung Kim Kangrok Oh Beom Seok Oh Zhiping Lin Kar Ann Toh

feature extraction matrix multiplication extreme learning machine kernel matrix +6 more

Cognitive Computation 5 citations Published 2019-02-15
Positioning, Navigation, and Book Accessing/Returning in an Autonomous Library Robot using Integrated Binocular Vision and QR Code Identification Systems. (2019)

Xiaojun Yu Zeming Fan Hao Wan Yuye He Junye Du Nan Li Zhaohui Yuan Gaoxi Xiao

mobile robot autonomous robot robot robotic arm binocular vision +6 more

Sensors 2 citations Published 2019-02-14
New Zeroing Neural Network Models for Solving Nonstationary Sylvester Equation With Verifications on Mobile Manipulators (2019)

Xiaogang Yan Mei Liu Long Jin Shuai Li Bin Hu Xin Zhang Zhiguan Huang

recurrent neural network sylvester equation artificial neural network mobile manipulator convergence +4 more

IEEE Transactions on Industrial Informatics 10 citations Published 2019-02-14
A bio-inspired sighted robot chases like a hoverfly. (2019)

Fabien Colonnier Fabien Colonnier Soledad Ramirez-Martinez Soledad Ramirez-Martinez Stéphane Viollet Franck Ruffier

compound eye smooth pursuit motion camouflage visual search visual processing +6 more

Bioinspiration & Biomimetics 3 citations Published 2019-02-14
Surface-Electromyography-Based Gesture Recognition by Multi-View Deep Learning (2019)

Wentao Wei Qingfeng Dai Yongkang Wong Yu Hu Mohan Kankanhalli Weidong Geng

gesture recognition deep learning convolutional neural network feature extraction discriminative model +5 more

IEEE Transactions on Biomedical Engineering 17 citations Published 2019-02-13
Situation-Aware Pedestrian Trajectory Prediction with Spatio-Temporal Attention Model. (2019)

Sirin Haddad Meiqing Wu He Wei Siew Kei Lam

trajectory collision robot pedestrian computer vision +5 more

arXiv: Computer Vision and Pattern Recognition 13 citations Published 2019-02-13
Resistive RAM Endurance: Array-Level Characterization and Correction Techniques Targeting Deep Learning Applications (2019)

Alessandro Grossi Elisa Vianello Mohamed M. Sabry Marios Barlas Laurent Grenouillet Jean Coignus Edith Beigne Tony Wu Binh Q. Le Mary K. Wootters Cristian Zambelli Etienne Nowak Subhasish Mitra

resistive random access memory bit error rate electronic engineering deep learning computer science +5 more

IEEE Transactions on Electron Devices 15 citations Published 2019-02-12
CamType: assistive text entry using gaze with an off-the-shelf webcam (2019)

Yi Liu Bu-Sung Lee Deepu Rajan Andrzej Sluzek Martin J. McKeown

eye tracking gaze computer vision dwell time artificial intelligence +5 more

machine vision applications Published 2019-02-12
Collaboration based Multi-Label Learning (2019)

Lei Feng Bo An Shuo He

machine learning computer science artificial intelligence multi label learning

arXiv preprint arXiv:1902.03047 2 citations Published 2019-02-08
Automated characterization of cardiovascular diseases using wavelet transform features extracted from ECG signals (2019)

Ahmad Mohsin Oliver Faust

confusion matrix discrete wavelet transform cross validation wavelet transform feature extraction +6 more

Journal of Mechanics in Medicine and Biology 3 citations Published 2019-02-08
$$FC^{2}$$: cloud-based cluster provisioning for distributed machine learning (2019)

Nguyen Binh Duong Ta

cloud computing artificial neural network provisioning big data computer science +6 more

Cluster Computing 1 citations Published 2019-02-08
Bayesian Reinforcement Learning via Deep, Sparse Sampling (2019)

Divya Grover Debabrota Basu Christos Dimitrakakis

bayes theorem computational complexity theory novelty sampling machine learning +3 more

arXiv: Learning Published 2019-02-07
Revisiting image ordinal estimation: how to deal with ordinal relationship in deep learning? (2019)

Chao Zhang Ce Zhu Xun Xu

ordinal number deep learning convolutional neural network contextual image classification weighting +6 more

Journal of Electronic Imaging Published 2019-02-05
DeepDeblur: text image recovery from blur to sharp (2019)

Jianhan Mei Ziming Wu Xiang Chen Yu Qiao Henghui Ding Xudong Jiang

deblurring motion blur digital image deconvolution network architecture +6 more

Multimedia Tools and Applications 6 citations Published 2019-02-04
Graph Neural Networks with Generated Parameters for Relation Extraction (2019)

Hao Zhu Yankai Lin Zhiyuan Liu Jie Fu Tat-seng Chua Maosong Sun

relationship extraction natural language machine learning computer science artificial intelligence +3 more

arXiv preprint arXiv:1902.00756 3 citations Published 2019-02-02
Zero-Shot Learning via Category-Specific Visual-Semantic Mapping and Label Refinement (2019)

Li Niu Jianfei Cai Ashok Veeraraghavan Liqing Zhang

semantic mapping feature extraction feature vector embedding contextual image classification +6 more

IEEE Transactions on Image Processing 13 citations Published 2019-02-01
Using two-dimensional convolutional neural networks for identifying GTP binding sites in Rab proteins. (2019)

Nguyen Quoc Khanh Le Nguyen Quoc Khanh Le Quang Thai Ho Yu Yen Ou

rab gtp deep learning convolutional neural network binding site +3 more

Journal of Bioinformatics and Computational Biology 5 citations Published 2019-02-01

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Enhancing the representation of functional connectivity networks by fusing multi‐view information for autism spectrum disorder diagnosis (2019)

Deep Spiking Neural Network with Spike Count based Learning Rule (2019)

Deep elastic strain engineering of bandgap through machine learning. (2019)

A Line Feature Extraction Method for Finger-Knuckle-Print Verification (2019)

Positioning, Navigation, and Book Accessing/Returning in an Autonomous Library Robot using Integrated Binocular Vision and QR Code Identification Systems. (2019)

New Zeroing Neural Network Models for Solving Nonstationary Sylvester Equation With Verifications on Mobile Manipulators (2019)

A bio-inspired sighted robot chases like a hoverfly. (2019)

Surface-Electromyography-Based Gesture Recognition by Multi-View Deep Learning (2019)

Situation-Aware Pedestrian Trajectory Prediction with Spatio-Temporal Attention Model. (2019)

Resistive RAM Endurance: Array-Level Characterization and Correction Techniques Targeting Deep Learning Applications (2019)

CamType: assistive text entry using gaze with an off-the-shelf webcam (2019)

Collaboration based Multi-Label Learning (2019)

Automated characterization of cardiovascular diseases using wavelet transform features extracted from ECG signals (2019)

$$FC^{2}$$: cloud-based cluster provisioning for distributed machine learning (2019)

Bayesian Reinforcement Learning via Deep, Sparse Sampling (2019)

Revisiting image ordinal estimation: how to deal with ordinal relationship in deep learning? (2019)

DeepDeblur: text image recovery from blur to sharp (2019)

Graph Neural Networks with Generated Parameters for Relation Extraction (2019)

Zero-Shot Learning via Category-Specific Visual-Semantic Mapping and Label Refinement (2019)

Using two-dimensional convolutional neural networks for identifying GTP binding sites in Rab proteins. (2019)