Publications - Machine Learning SG

Adversarial Multiple-Target Domain Adaptation for Fault Classification (2021)

Mohamed Ragab Zhenghua Chen Min Wu Haoliang Li Chee-Keong Kwoh Ruqiang Yan Xiaoli Li

data modeling scalability source code test data machine learning +6 more

IEEE Transactions on Instrumentation and Measurement Published 2021-01-01
A Study of Multi-Task and Region-Wise Deep Learning for Food Ingredient Recognition. (2021)

Jingjing Chen Bin Zhu Chong-Wah Ngo Tat-Seng Chua Yu-Gang Jiang

ingredient categorization vireo pooling deep learning +6 more

IEEE Transactions on Image Processing Published 2021-01-01
A sensorless state estimation for a safety-oriented cyber-physical system in urban driving: Deep learning approach (2021)

Mohammad Al-Sharman David Murdoch Dongpu Cao Chen Lv Yahya Zweiri Derek Rayside William Melek

data modeling artificial neural network automotive engineering cyber physical system deep learning +6 more

IEEE/CAA Journal of Automatica Sinica Published 2021-01-01
A robust fault diagnosis approach for large-scale production process (2021)

Zhenyu Deng Chenggen Quan Fajie Duan

naive bayes classifier ensemble learning support vector machine dimensionality reduction classifier +6 more

Measurement Published 2021-01-01
A Novel Approach to Human–Computer Interaction Using Hand Gesture Recognition (2021)

Akshay Sachdeva Aniket Mohan

gesture recognition gesture human computer interaction deep learning gyroscope +5 more

Published 2021-01-01
A multi-dimensional association information analysis approach to automated detection and localization of myocardial infarction (2021)

Jieshuo Zhang Ming Liu Peng Xiong Haiman Du Hong Zhang Feng Lin Zengguang Hou Xiuling Liu

discrete wavelet transform decision tree pattern recognition tensor computer science +6 more

Engineering Applications of Artificial Intelligence Published 2021-01-01
A joint classification-regression method for multi-stage remaining useful life prediction (2021)

Ji-Yan Wu Min Wu Zhenghua Chen Xiaoli Li Ruqiang Yan

frequency domain deep learning time domain regression data mining +6 more

Journal of Manufacturing Systems Published 2021-01-01
A bidirectional graph neural network for traveling salesman problems on arbitrary symmetric graphs (2021)

Yujiao Hu Yujiao Hu Zhen Zhang Yuan Yao Xingpeng Huyan Xingshe Zhou Wee Sun Lee

travelling salesman problem bidirectional search artificial neural network triangle inequality deep learning +6 more

Engineering Applications of Artificial Intelligence Published 2021-01-01
3D Rigid Motion Segmentation with Mixed and Unknown Number of Models (2021)

Xun Xu Loong-Fah Cheong Zhuwen Li

fundamental matrix model selection spectral clustering segmentation homography +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 4 citations Published 2021-01-01
Ensembling graph attention networks for human microbe-drug association prediction. (2020)

Yahui Long Yahui Long Min Wu Yong Liu Chee Keong Kwoh Jiawei Luo Xiaoli Li

knowledge extraction machine learning drug development computer science source code +6 more

Bioinformatics Published 2020-12-30
Adaptive process monitoring via online dictionary learning and its industrial application. (2020)

Keke Huang Yiming Wu Cheng Long Hongquan Ji Bei Sun Xiaofang Chen Chunhua Yang

offline learning computational complexity theory big data recursion principal component analysis +6 more

Isa Transactions Published 2020-12-29
A graph deep learning approach for urban building grouping (2020)

Xiongfeng Yan Tinghua Ai Min Yang Xiaohua Tong Qian Liu

cartographic generalization cluster analysis deep learning machine learning computer science +3 more

Geocarto International Published 2020-12-29
An Embarrassingly Simple Model for Dialogue Relation Extraction. (2020)

Fuzhao Xue Aixin Sun Hao Zhang Eng Siong Chng

relationship extraction security token natural language processing computer science artificial intelligence +4 more

arXiv: Computation and Language Published 2020-12-28
Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification. (2020)

Yongxing Dai Jun Liu Yan Bai Zekun Tong Ling-Yu Duan

cluster analysis feature learning hierarchical clustering memory bank pattern recognition +6 more

arXiv preprint arXiv:2012.13689 Published 2020-12-26
Towards Optimal Hydro-Blasting in Reconfigurable Climbing System for Corroded Ship Hull Cleaning and Maintenance (2020)

Anh Vu Le Anh Vu Le Prabakaran Veerajagadheswar Phone Thiha Kyaw M.A. Viraj J. Muthugala Mohan Rajesh Elara Madhu Kuma Nguyen Huu Khanh Nhan

hull robot motion planning ant colony optimization algorithms dry dock +6 more

Expert Systems With Applications Published 2020-12-25
Artificial Intelligence and machine learning in Emergency Medicine (2020)

Kenneth Jian Wei Tang Candice Ke En Ang Constantinides Theodoros V. Rajinikanth U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya Kang Hao Cheong

emergency department health care emergency medicine medicine artificial intelligence +4 more

Biocybernetics and Biomedical Engineering Published 2020-12-24
An Investigation of Deep Learning Models for EEG-Based Emotion Recognition. (2020)

Yaqing Zhang Jinling Chen Jen Hong Tan Yuxuan Chen Yunyi Chen Dihan Li Lei Yang Jian Su Xin Huang Wenliang Che

deep learning convolutional neural network feature extraction speech recognition convergence +6 more

Frontiers in Neuroscience Published 2020-12-23
Unsupervised Spatial-spectral Network Learning for Hyperspectral Compressive Snapshot Reconstruction. (2020)

Yubao Sun Ying Yang Qingshan Liu Mohan Kankanhalli

hyperspectral imaging spectral imaging compressed sensing generative model coded aperture +6 more

arXiv: Image and Video Processing Published 2020-12-22
Learning Disentangled Semantic Representation for Domain Adaptation (2020)

Ruichu Cai Zijian Li Pengfei Wei Jie Qiao Kun Zhang Zhifeng Hao

latent variable feature vector test data generation natural language processing invariant +6 more

arXiv preprint arXiv:2012.11807 Published 2020-12-22
Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos. (2020)

Yu Cheng Bo Wang Bo Yang Robby T. Tan

3d pose estimation pose directed graph estimator computer vision +5 more

arXiv preprint arXiv:2012.11806 Published 2020-12-22

Previous Next

Adversarial Multiple-Target Domain Adaptation for Fault Classification (2021)

A Study of Multi-Task and Region-Wise Deep Learning for Food Ingredient Recognition. (2021)

A sensorless state estimation for a safety-oriented cyber-physical system in urban driving: Deep learning approach (2021)

A robust fault diagnosis approach for large-scale production process (2021)

A Novel Approach to Human–Computer Interaction Using Hand Gesture Recognition (2021)

A multi-dimensional association information analysis approach to automated detection and localization of myocardial infarction (2021)

A joint classification-regression method for multi-stage remaining useful life prediction (2021)

A bidirectional graph neural network for traveling salesman problems on arbitrary symmetric graphs (2021)

3D Rigid Motion Segmentation with Mixed and Unknown Number of Models (2021)

Ensembling graph attention networks for human microbe-drug association prediction. (2020)

Adaptive process monitoring via online dictionary learning and its industrial application. (2020)

A graph deep learning approach for urban building grouping (2020)

An Embarrassingly Simple Model for Dialogue Relation Extraction. (2020)

Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification. (2020)

Towards Optimal Hydro-Blasting in Reconfigurable Climbing System for Corroded Ship Hull Cleaning and Maintenance (2020)

Artificial Intelligence and machine learning in Emergency Medicine (2020)

An Investigation of Deep Learning Models for EEG-Based Emotion Recognition. (2020)

Unsupervised Spatial-spectral Network Learning for Hyperspectral Compressive Snapshot Reconstruction. (2020)

Learning Disentangled Semantic Representation for Domain Adaptation (2020)

Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos. (2020)