Publications - Machine Learning SG

Multilingual Neural RST Discourse Parsing (2020)

Zhengyuan Liu Ke Shi Nancy F. Chen

parsing treebank rhetorical structure theory natural language argumentative +6 more

arXiv preprint arXiv:2012.01704 Published 2020-12-03
FenceBox: A Platform for Defeating Adversarial Examples with Data Augmentation Techniques. (2020)

Han Qiu Yi Zeng Tianwei Zhang Yong Jiang Meikang Qiu

robustness adversarial system inference machine learning computer science +3 more

arXiv preprint arXiv:2012.01701 1 citations Published 2020-12-03
Enabling Collaborative Video Sensing at the Edge through Convolutional Sharing. (2020)

Kasthuri Jayarajah Dhanuja Wanniarachchige Archan Misra

machine vision artificial neural network computational complexity theory machine learning computer science +6 more

arXiv preprint arXiv:2012.08643 Published 2020-12-03
Deep learning for acoustic signal processing for industrial noise (2020)

Prachee Priyadarshinee

deep learning recurrent neural network spiking neural network artificial neural network convolutional neural network +6 more

Journal of the Acoustical Society of America Published 2020-12-03
Accurate Markov Boundary Discovery for Causal Feature Selection (2020)

Xingyu Wu Bingbing Jiang Kui Yu chunyan Miao Huanhuan Chen

feature selection bayesian network feature extraction markov chain markov process +6 more

IEEE Transactions on Systems, Man, and Cybernetics 8 citations Published 2020-12-03
Multigenerational Crumpling of 2D Materials for Anticounterfeiting Patterns with Deep Learning Authentication (2020)

Lin Jing Qian Xie Hongling Li Kerui Li Haitao Yang Patricia Li Ping Ng Shuo Li Yang Li Edwin Hang Tong Teo Xiaonan Wang Po-Yen Chen

physical unclonable function authentication scalability software encoding +5 more

Matter Published 2020-12-02
Whole-Brain Image Analysis and Anatomical Atlas 3D Generation Using MagellanMapper. (2020)

David M. Young David M. Young Clif Duhn Michael Gilson Mai Nojima Deniz Yuruk Aparna Kumar Weimiao Yu Stephan J. Sanders

image processing visualization image file formats software suite graphical user interface +6 more

Current protocols in protein science Published 2020-12-01
Utilizing Machine Learning Methods for Preoperative Prediction of Postsurgical Mortality and Intensive Care Unit Admission. (2020)

Calvin J Chiew Nan Liu Nan Liu Ting Hway Wong Yilin E Sim Hairil R Abdullah

receiver operating characteristic intensive care unit medical record risk assessment gradient boosting +6 more

Annals of Surgery 11 citations Published 2020-12-01
Task-Aware Representation of Sentences for Generic Text Classification (2020)

Kishaloy Halder Alan Akbik Josip Krapac Roland Vollgraf

transfer of learning binary classification classifier semantics natural language +6 more

Proceedings of the 28th International Conference on Computational Linguistics Published 2020-12-01
Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification Framework. (2020)

Akshay Bhola Kishaloy Halder Animesh Prasad Min-Yen Kan

job description language model bootstrapping multi label classification deep learning +6 more

Proceedings of the 28th International Conference on Computational Linguistics Published 2020-12-01
Reliable and Dynamic Appearance Modeling and Label Consistency Enforcing for Fast and Coherent Video Object Segmentation With the Bilateral Grid (2020)

Yan Gui Ying Tian Dao-Jian Zeng Zhi-Feng Xie Yi-Yu Cai

markov random field cut segmentation pattern recognition grid +5 more

IEEE Transactions on Circuits and Systems for Video Technology 1 citations Published 2020-12-01
NHSS: A Speech and Singing Parallel Database. (2020)

Bidisha Sharma Xiaoxue Gao Karthika Vijayan Xiaohai Tian Haizhou Li

language technology singing lyrics parallel database natural language processing +3 more

arXiv preprint arXiv:2012.00337 Published 2020-12-01
Multifunctional soft machines based on stimuli-responsive hydrogels: from freestanding hydrogels to smart integrated systems (2020)

M. Ding L. Jing H. Yang C.E. Machnicki X. Fu K. Li I.Y. Wong P.-Y. Chen P.-Y. Chen

self healing hydrogels wearable technology robotics robot nanotechnology +6 more

Materials Today Advances 6 citations Published 2020-12-01
METTLE: A METamorphic Testing Approach to Assessing and Validating Unsupervised Machine Learning Systems (2020)

Xiaoyuan Xie Zhiyi Zhang Tsong Yueh Chen Yang Liu Pak-Lok Poon Baowen Xu

unsupervised learning metamorphic testing artificial intelligence system cluster analysis software +6 more

IEEE Transactions on Reliability 1 citations Published 2020-12-01
Machine learning-guided synthesis of advanced inorganic materials (2020)

Bijun Tang Yuhao Lu Jiadong Zhou Tushar Chouhan Han Wang Prafful Golani Manzhang Xu Quan Xu Cuntai Guan Zheng Liu Zheng Liu

proof of concept acceleration machine learning computer science advanced materials +6 more

Materials Today Published 2020-12-01
Machine learning in additive manufacturing: State-of-the-art and perspectives (2020)

C. Wang X.P. Tan S.B. Tor C.S. Lim

digital manufacturing data security cluster analysis barriers to entry machine learning +5 more

Additive manufacturing 6 citations Published 2020-12-01
Learning a Unified Blind Image Quality Metric via On-Line and Off-Line Big Training Instances (2020)

Ke Gu Xin Xu Junfei Qiao Qiuping Jiang Weisi Lin Daniel Thalmann

image quality feature extraction human visual system model distortion pattern recognition +6 more

IEEE Transactions on Big Data 6 citations Published 2020-12-01
JUSTers at SemEval-2020 Task 4: Evaluating Transformer Models against Commonsense Validation and Explanation. (2020)

Ali Fadel Mahmoud Al-Ayyoub Erik Cambria

semeval language model natural language processing computer science artificial intelligence

Proceedings of the Fourteenth Workshop on Semantic Evaluation 3 citations Published 2020-12-01
Increasing metabolic pathway flux by using machine learning models. (2020)

Kang Zhou Wenfa Ng Yoel Cortés-Peña Xiaonan Wang

big data machine learning computer science process optimization metabolic engineering +6 more

Current Opinion in Biotechnology Published 2020-12-01
HAN-ECG: An interpretable atrial fibrillation detection model using hierarchical attention networks. (2020)

Sajad Mousavi Fatemeh Afghah U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya

interpretability deep learning artificial neural network machine learning visualization +6 more

Computers in Biology and Medicine Published 2020-12-01

Previous Next

Multilingual Neural RST Discourse Parsing (2020)

FenceBox: A Platform for Defeating Adversarial Examples with Data Augmentation Techniques. (2020)

Enabling Collaborative Video Sensing at the Edge through Convolutional Sharing. (2020)

Deep learning for acoustic signal processing for industrial noise (2020)

Accurate Markov Boundary Discovery for Causal Feature Selection (2020)

Multigenerational Crumpling of 2D Materials for Anticounterfeiting Patterns with Deep Learning Authentication (2020)

Whole-Brain Image Analysis and Anatomical Atlas 3D Generation Using MagellanMapper. (2020)

Utilizing Machine Learning Methods for Preoperative Prediction of Postsurgical Mortality and Intensive Care Unit Admission. (2020)

Task-Aware Representation of Sentences for Generic Text Classification (2020)

Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification Framework. (2020)

Reliable and Dynamic Appearance Modeling and Label Consistency Enforcing for Fast and Coherent Video Object Segmentation With the Bilateral Grid (2020)

NHSS: A Speech and Singing Parallel Database. (2020)

Multifunctional soft machines based on stimuli-responsive hydrogels: from freestanding hydrogels to smart integrated systems (2020)

METTLE: A METamorphic Testing Approach to Assessing and Validating Unsupervised Machine Learning Systems (2020)

Machine learning-guided synthesis of advanced inorganic materials (2020)

Machine learning in additive manufacturing: State-of-the-art and perspectives (2020)

Learning a Unified Blind Image Quality Metric via On-Line and Off-Line Big Training Instances (2020)

JUSTers at SemEval-2020 Task 4: Evaluating Transformer Models against Commonsense Validation and Explanation. (2020)

Increasing metabolic pathway flux by using machine learning models. (2020)

HAN-ECG: An interpretable atrial fibrillation detection model using hierarchical attention networks. (2020)