Publications - Machine Learning SG

A reinforcement learning approach for optimizing multiple traveling salesman problems over graphs (2020)

Yujiao Hu Yujiao Hu Yuan Yao Wee Sun Lee

reinforcement learning optimization problem travelling salesman problem heuristic integer programming +5 more

Knowledge Based Systems 1 citations Published 2020-09-27
Differential Privacy Protection over Deep Learning: An Investigation of Its Impacted Factors (2020)

Ying Lin Ling-Yan Bao Ze-Minghui Li Shu-Zheng Si Chao-Hsien Chu

differential privacy stochastic gradient descent deep learning convolutional neural network convergence +6 more

Computers & Security Published 2020-09-26
Deep learning algorithms to isolate and quantify the structures of the anterior segment in optical coherence tomography images. (2020)

Tan Hung Pham Sripad Krishna Devalla Aloysius Ang Zhi-Da Soh Alexandre H Thiery Craig Boote Ching-Yu Cheng Michael J A Girard Victor Koh

optical coherence tomography segmentation scleral spur sorensen dice coefficient convolutional neural network +6 more

British Journal of Ophthalmology 1 citations Published 2020-09-26
Causal Intervention for Weakly-Supervised Semantic Segmentation (2020)

Dong Zhang Hanwang Zhang Jinhui Tang Xiansheng Hua Qianru Sun

causal inference causal model segmentation confounding natural language processing +2 more

arXiv preprint arXiv:2009.12547 1 citations Published 2020-09-26
Evaluation of Humanoid Robot Design Based on Global Eye-Tracking Metrics (2020)

Fan Li Danni Chang Yisi Liu Jian Cui Shanshan Feng Ning Huang Chun-Hsien Chen Olga Sourina

humanoid robot eye tracking computer vision computer science artificial intelligence

Published 2020-09-25
Design and characterization of an instrumented hand-held power tool to capture dynamic interaction with the workpiece during manual operations (2020)

Gia-Hoang Phan Gia-Hoang Phan Clint Hansen Paolo Tommasino Asif Hussain Domenico Campolo

robotics torque grinding wheel robot automation +6 more

The International Journal of Advanced Manufacturing Technology 1 citations Published 2020-09-25
Cost-sensitive Dictionary Learning for Software Defect Prediction (2020)

Liang Niu Jianwu Wan Hongyuan Wang Kaiwei Zhou

software software bug computational intelligence coding test data +6 more

Neural Processing Letters Published 2020-09-25
An Unsupervised Sentence Embedding Method byMutual Information Maximization (2020)

Yan Zhang Ruidan He Zuozhu Liu Kwan Hui Lim Lidong Bing

sentence cluster analysis semantic search mutual information maximization +5 more

arXiv preprint arXiv:2009.12061 2 citations Published 2020-09-25
An Emotion Assessment of Stroke Patients by Using Bispectrum Features of EEG Signals (2020)

Choong Wen Yean Wan Khairunizam Wan Wan Ahmad Wan Azani Mustafa Murugappan Murugappan Yuvaraj Rajamanickam Abdul Hamid Adom Mohammad Iqbal Omar Bong Siao Zheng Ahmad Kadri Junoh Zuradzman Mohamad Razlan Shahriman Abu Bakar

bispectrum emotion classification electroencephalography probabilistic neural network lateralization of brain function +6 more

Brain Sciences 1 citations Published 2020-09-25
Neuromorphic approach to tactile edge orientation estimation using spatiotemporal similarity (2020)

Deepesh Kumar Rohan Ghosh Andrei Nakagawa-Silva Alcimar B. Soares Nitish V. Thakor Nitish V. Thakor

tactile sensor neuromorphic engineering robotic arm computer vision contact area +6 more

Neurocomputing 1 citations Published 2020-09-24
Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training (2020)

Hai Ye Qingyu Tan Ruidan He Juntao Li Hwee Tou Ng Lidong Bing

language model discriminative model robustness machine learning computer science +5 more

arXiv preprint arXiv:2009.11538 Published 2020-09-24
Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences (2020)

Boon Peng Yap Andrew Koh Eng Siong Chng

wordnet language model sentence ranking transfer of learning +5 more

arXiv: Computation and Language Published 2020-09-24
Texture Discrimination with a Soft Biomimetic Finger Using a Flexible Neuromorphic Tactile Sensor Array That Provides Sensory Feedback. (2020)

Sriramana Sankar Darshini Balamurugan Alisa Brown Keqin Ding Xingyuan Xu Jin Huat Low Chen Hua Yeow Nitish Thakor Nitish Thakor

tactile sensor neuromorphic engineering sensory system supervised learning computer vision +3 more

Soft robotics Published 2020-09-23
LA-HCN: Label-based Attention for Hierarchical Multi-label TextClassification Neural Network. (2020)

Xinyi Zhang Jiahao Xu Charlie Soh Lihui Chen

feature extraction artificial neural network pattern recognition hierarchy computer science +1 more

arXiv preprint arXiv:2009.10938 Published 2020-09-23
Issue Based OCR Error Prediction in Video Streams (2020)

Dirk Siegmund Luis Ruger Sacco Arjan Kuijper

optical character recognition image quality quality score test set word recognition +4 more

2020 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA) Published 2020-09-23
Exploring global diverse attention via pairwise temporal relation for video summarization (2020)

Ping Li Qinghao Ye Qinghao Ye Luming Zhang Li Yuan Xianghua Xu Ling Shao

automatic summarization convolutional neural network recurrent neural network pairwise comparison machine learning +6 more

arXiv preprint arXiv:2009.10942 Published 2020-09-23
Drone versus Bird Flights: Classification by Trajectories Characterization (2020)

Sutthiphong Srigrarom Kim Hoe Chew Denzel Meng Da Lee Photchara Ratsamee

trajectory acceleration flapping drone curvature +6 more

2020 59th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE) Published 2020-09-23
AutoRWN: automatic construction and training of random weight networks using competitive swarm of agents (2020)

Mohammed Eshtay Hossam Faris Ali Asghar Heidari Ali Asghar Heidari Ala’ M. Al-Zoubi Ibrahim Aljarah

particle swarm optimization swarm behaviour hyperparameter local optimum population +6 more

Neural Computing and Applications 1 citations Published 2020-09-23
Deep N-ary Error Correcting Output Codes (2020)

Hao Zhang Joey Tianyi Zhou Tianying Wang Ivor W. Tsang Rick Siow Mong Goh

ensemble learning deep learning artificial neural network machine learning computer science +3 more

arXiv preprint arXiv:2009.10465 Published 2020-09-22
TLSurv: Integrating Multi-Omics Data by Multi-Stage Transfer Learning for Cancer Survival Prediction. (2020)

Yixing Jiang Kristen Alford Frank Ketchum Li Tong May D. Wang

transfer of learning machine learning computer science artificial intelligence cancer survival +2 more

Proceedings of the 11th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics Published 2020-09-21

Previous Next

A reinforcement learning approach for optimizing multiple traveling salesman problems over graphs (2020)

Differential Privacy Protection over Deep Learning: An Investigation of Its Impacted Factors (2020)

Deep learning algorithms to isolate and quantify the structures of the anterior segment in optical coherence tomography images. (2020)

Causal Intervention for Weakly-Supervised Semantic Segmentation (2020)

Evaluation of Humanoid Robot Design Based on Global Eye-Tracking Metrics (2020)

Design and characterization of an instrumented hand-held power tool to capture dynamic interaction with the workpiece during manual operations (2020)

Cost-sensitive Dictionary Learning for Software Defect Prediction (2020)

An Unsupervised Sentence Embedding Method byMutual Information Maximization (2020)

An Emotion Assessment of Stroke Patients by Using Bispectrum Features of EEG Signals (2020)

Neuromorphic approach to tactile edge orientation estimation using spatiotemporal similarity (2020)

Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training (2020)

Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences (2020)

Texture Discrimination with a Soft Biomimetic Finger Using a Flexible Neuromorphic Tactile Sensor Array That Provides Sensory Feedback. (2020)

LA-HCN: Label-based Attention for Hierarchical Multi-label TextClassification Neural Network. (2020)

Issue Based OCR Error Prediction in Video Streams (2020)

Exploring global diverse attention via pairwise temporal relation for video summarization (2020)

Drone versus Bird Flights: Classification by Trajectories Characterization (2020)

AutoRWN: automatic construction and training of random weight networks using competitive swarm of agents (2020)

Deep N-ary Error Correcting Output Codes (2020)

TLSurv: Integrating Multi-Omics Data by Multi-Stage Transfer Learning for Cancer Survival Prediction. (2020)