Publications - Machine Learning SG

Deep code comment generation with hybrid lexical and syntactical information (2020)

Xing Hu Ge Li Xin Xia David Lo Zhi Jin

source code java program comprehension machine translation software maintenance +6 more

Empirical Software Engineering 12 citations Published 2020-05-01
Day and Night Collaborative Dynamic Mapping in Unstructured Environment Based on Multimodal Sensors (2020)

Yufeng Yue Chule Yang Jun Zhang Mingxing Wen Zhenyu Wu Haoyuan Zhang Danwei Wang

collaborative mapping simultaneous localization and mapping global map sensor fusion robot +6 more

2020 IEEE International Conference on Robotics and Automation (ICRA) 4 citations Published 2020-05-01
Collective Named Entity Recognition in User Comments via Parameterized Label Propagation (2020)

Minh C. Phan Aixin Sun

named entity recognition coreference sentence paragraph writing style +6 more

Journal of the Association for Information Science and Technology 2 citations Published 2020-05-01
CanVEC - the Canberra Vietnamese-English Code-switching Natural Speech Corpus. (2020)

Li Nguyen Christopher Bryant

speech corpus part of speech vietnamese annotation code switching +4 more

Proceedings of The 12th Language Resources and Evaluation Conference Published 2020-05-01
Blind Night-Time Image Quality Assessment: Subjective and Objective Approaches (2020)

Tao Xiang Ying Yang Shangwei Guo

image quality feature extraction visualization photography computer vision +6 more

IEEE Transactions on Multimedia Published 2020-05-01
Automated Writing Support Using Deep Linguistic Parsers. (2020)

Luís Morgado da Costa Roger V P Winder Shu Yun Li Benedict Christopher Lin Tzer Liang Joseph Mackinnon Francis Bond

scientific writing constructive parsing natural language processing computer science +5 more

Proceedings of The 12th Language Resources and Evaluation Conference Published 2020-05-01
Association between work-related features and coronary artery disease: A heterogeneous hybrid feature selection integrated with balancing approach (2020)

Elham Nasarian Moloud Abdar Mohammad Amin Fahami Roohallah Alizadehsani Sadiq Hussain Mohammad Ehsan Basiri Mariam Zomorodi-Moghadam Xujuan Zhou Paweł Pławiak U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya Ru-San Tan Nizal Sarrafzadegan Nizal Sarrafzadegan

feature selection naive bayes classifier random forest work related cad +6 more

Pattern Recognition Letters 10 citations Published 2020-05-01
Artificial intelligence for teleophthalmology-based diabetic retinopathy screening in a national programme: an economic analysis modelling study (2020)

Yuchen Xie Quang D Nguyen Haslina Hamzah Gilbert Lim Valentina Bellemo Dinesh V Gunasekeran Michelle Y T Yip Xin Qi Lee Wynne Hsu Mong Li Lee Colin S Tan Hon Tym Wong Ecosse L Lamoureux Gavin S W Tan Tien Y Wong Eric A Finkelstein Daniel S W Ting

teleophthalmology annual screening diabetic retinopathy triage total cost +6 more

The Lancet Digital Health 1 citations Published 2020-05-01
Adversarial Training Towards Robust Multimedia Recommender System (2020)

Jinhui Tang Xiaoyu Du Xiangnan He Fajie Yuan Qi Tian Tat-Seng Chua

recommender system robustness feature learning deep learning multimedia +6 more

IEEE Transactions on Knowledge and Data Engineering 32 citations Published 2020-05-01
AbolDeepIO: A Novel Deep Inertial Odometry Network for Autonomous Vehicles (2020)

Mahdi Abolfazli Esfahani Han Wang Keyu Wu Shenghai Yuan

odometry inertial measurement unit network architecture propagation of uncertainty units of measurement +6 more

IEEE Transactions on Intelligent Transportation Systems 11 citations Published 2020-05-01
A Special Section on Machine Intelligence Applied to Bioinformatics and Statistical Analysis (2020)

Kelvin K. L. Wong Xuefei Deng Eddie Y. K. Ng

artificial intelligence computer science special section statistical analysis

Journal of Medical Imaging and Health Informatics Published 2020-05-01
A novel optimized multi-kernel relevance vector machine with selected sensitive features and its application in early fault diagnosis for rolling bearings (2020)

Fafa Chen Fafa Chen Mengteng Cheng Baoping Tang Wenrong Xiao Baojia Chen Xiaotao Shi

relevance vector machine bearing frequency domain time domain vibration +6 more

Measurement 5 citations Published 2020-05-01
A novel hybrid approach for automated detection of retinal detachment using ultrasound images. (2020)

Joel En Wei Koh U. Raghavendra Anjan Gudigar Ooi Chui Ping Filippo Molinari Samarth Mishra Sinnakaruppan Mathavan Rajiv Raman U.Rajendra Acharya U.Rajendra Acharya U.Rajendra Acharya

retinal detachment posterior vitreous detachment texton retinal ultrasound +6 more

Computers in Biology and Medicine 1 citations Published 2020-05-01
A new optic disc segmentation method using a modified Dolph-Chebyshev matched filter (2020)

Dhimas Arief Dharmawan Boon Poh Ng Susanto Rahardja

optic disc hough transform matched filter chebyshev filter fundus +6 more

Biomedical Signal Processing and Control 1 citations Published 2020-05-01
A New Multi-Focus Image Fusion Algorithm and Its Efficient Implementation (2020)

Shumin Liu Jiajia Chen Susanto Rahardja

image fusion haar wavelet wavelet transform fusion rules feature extraction +6 more

IEEE Transactions on Circuits and Systems for Video Technology 4 citations Published 2020-05-01
A new data-driven transferable remaining useful life prediction approach for bearing under different working conditions (2020)

Jun Zhu Nan Chen Changqing Shen

prognostics hidden markov model perceptron test data downtime +6 more

Mechanical Systems and Signal Processing 6 citations Published 2020-05-01
A Hierarchical Framework for Collaborative Probabilistic Semantic Mapping (2020)

Yufeng Yue Chunyang Zhao Ruilin Li Chule Yang Jun Zhang Mingxing Wen Yuanzhe Wang Danwei Wang

semantic mapping probabilistic logic sensor fusion robot machine learning +6 more

2020 IEEE International Conference on Robotics and Automation (ICRA) 3 citations Published 2020-05-01
A fast parallel genetic programming framework with adaptively weighted primitives for symbolic regression (2020)

Zhixing Huang Jinghui Zhong Liang Feng Yi Mei Wentong Cai

genetic programming symbolic regression computational intelligence knowledge extraction gene expression programming +6 more

soft computing 2 citations Published 2020-05-01
A Brain–Computer Interface Framework Based on Compressive Sensing and Deep Learning (2020)

Ritu Ranjan Shrivastwa Vikramkumar Pudi Chen Duo Rosa So Anupam Chattopadhyay Guan Cuntai

iterative reconstruction compressed sensing data compression ratio convolutional neural network deep learning +6 more

IEEE Consumer Electronics Magazine 1 citations Published 2020-05-01
Tree-Structured Attention with Hierarchical Accumulation (2020)

Xuan-Phi Nguyen Shafiq Joty

transformer parse tree machine translation sentiment analysis time complexity +6 more

ICLR 2020 : Eighth International Conference on Learning Representations 5 citations Published 2020-04-30

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Deep code comment generation with hybrid lexical and syntactical information (2020)

Day and Night Collaborative Dynamic Mapping in Unstructured Environment Based on Multimodal Sensors (2020)

Collective Named Entity Recognition in User Comments via Parameterized Label Propagation (2020)

CanVEC - the Canberra Vietnamese-English Code-switching Natural Speech Corpus. (2020)

Blind Night-Time Image Quality Assessment: Subjective and Objective Approaches (2020)

Automated Writing Support Using Deep Linguistic Parsers. (2020)

Association between work-related features and coronary artery disease: A heterogeneous hybrid feature selection integrated with balancing approach (2020)

Artificial intelligence for teleophthalmology-based diabetic retinopathy screening in a national programme: an economic analysis modelling study (2020)

Adversarial Training Towards Robust Multimedia Recommender System (2020)

AbolDeepIO: A Novel Deep Inertial Odometry Network for Autonomous Vehicles (2020)

A Special Section on Machine Intelligence Applied to Bioinformatics and Statistical Analysis (2020)

A novel optimized multi-kernel relevance vector machine with selected sensitive features and its application in early fault diagnosis for rolling bearings (2020)

A novel hybrid approach for automated detection of retinal detachment using ultrasound images. (2020)

A new optic disc segmentation method using a modified Dolph-Chebyshev matched filter (2020)

A New Multi-Focus Image Fusion Algorithm and Its Efficient Implementation (2020)

A new data-driven transferable remaining useful life prediction approach for bearing under different working conditions (2020)

A Hierarchical Framework for Collaborative Probabilistic Semantic Mapping (2020)

A fast parallel genetic programming framework with adaptively weighted primitives for symbolic regression (2020)

A Brain–Computer Interface Framework Based on Compressive Sensing and Deep Learning (2020)

Tree-Structured Attention with Hierarchical Accumulation (2020)