Publications - Machine Learning SG

Automatic pixel-wise detection of evolving cracks on rock surface in video data (2020)

Dihao Ai Guiyuan Jiang Siew-Kei Lam Peilan He Chengwu Li

bayesian inference deep learning convolutional neural network pixel granularity +6 more

Automation in Construction Published 2020-11-01
Automated diagnostic tool for hypertension using convolutional neural network. (2020)

Desmond Chuang Kiat Soh E.Y.K. Ng V. Jahmunah Shu Lih Oh Ru San Tan U.Rajendra Acharya U.Rajendra Acharya U.Rajendra Acharya

ambulatory blood pressure masked hypertension deep learning convolutional neural network blood pressure +6 more

Computers in Biology and Medicine 1 citations Published 2020-11-01
APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning (2020)

Liying Cheng Lidong Bing Qian Yu Wei Lu Luo Si

sequence labeling rebuttal multi task learning argumentative natural language processing +3 more

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Published 2020-11-01
An Unsupervised Sentence Embedding Method by Mutual Information Maximization. (2020)

Yan Zhang Ruidan He Zuozhu Liu Kwan Hui Lim Lidong Bing

sentence cluster analysis semantic search mutual information maximization +5 more

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Published 2020-11-01
A User Study of a Humanoid Robot as a Social Mediator for Two-Person Conversations (2020)

Yasir Tahir Justin Dauwels Daniel Thalmann Nadia Magnenat Thalmann

humanoid robot gesture robotics perception dialog box +6 more

International Journal of Social Robotics 3 citations Published 2020-11-01
A spatial-channel hierarchical deep learning network for pixel-level automated crack detection (2020)

Yue Pan Gaowei Zhang Limao Zhang

feature extraction pixel segmentation pyramid channel +4 more

Automation in Construction 2 citations Published 2020-11-01
A review of sentiment analysis research in Arabic language (2020)

Oumaima Oueslati Erik Cambria Moez Ben HajHmida Habib Ounelli

sentiment analysis machine translation the internet transfer of learning natural language processing +6 more

Future Generation Computer Systems 3 citations Published 2020-11-01
Challenges in machine learning based approaches for real-time anomaly detection in industrial control systems (2020)

Chuadhry Mujeeb Ahmed Gauthama Raman M R Aditya P. Mathur

anomaly detection intrusion detection system industrial control system artificial neural network convolutional neural network +6 more

Proceedings of the 6th ACM on Cyber-Physical System Security Workshop 2 citations Published 2020-10-31
Relevance and Verification (2020)

Ben Blumson

philosophy natural language processing artificial intelligence

The Philosophical Quarterly Published 2020-10-30
Deep Clustering With Sample-Assignment Invariance Prior (2020)

Xi Peng Hongyuan Zhu Jiashi Feng Chunhua Shen Haixian Zhang Joey Tianyi Zhou

cluster analysis fuzzy clustering pairwise comparison pattern recognition data set +6 more

IEEE Transactions on Neural Networks 17 citations Published 2020-10-30
Suppressing Mislabeled Data via Grouping and Self-Attention (2020)

Xiaojiang Peng Kai Wang Zhaoyang Zeng Qing Li Jianfei Yang Yu Qiao

interpolation deep learning minification pattern recognition sampling +4 more

arXiv preprint arXiv:2010.15603 Published 2020-10-29
Sea-Net: Squeeze-And-Excitation Attention Net For Diabetic Retinopathy Grading (2020)

Ziyuan Zhao Kartik Chopra Zeng Zeng Xiaoli Li

diabetic retinopathy diabetes mellitus grading optometry radiation treatment planning +5 more

arXiv preprint arXiv:2010.15344 Published 2020-10-29
Second-Order Unsupervised Neural Dependency Parsing. (2020)

Songlin Yang Yong Jiang Wenjuan Han Kewei Tu

parsing dependency grammar generative grammar lexicalization probabilistic logic +6 more

arXiv preprint arXiv:2010.14720 Published 2020-10-28
Graph Regularized Deep Discrete Hashing for Multi-Label Image Retrieval (2020)

Jianwu Wan Liang Niu Bing Bai Hongyuan Wang

semantic similarity hypergraph image retrieval discrete optimization artificial neural network +6 more

IEEE Signal Processing Letters Published 2020-10-28
Cardiac motion estimation from medical images: a regularisation framework applied on pairwise image registration displacement fields. (2020)

Hadi Wiputra Wei Xuan Chan Yoke Yin Foo Sheldon Ho Choon Hwai Yap

image registration data set sorensen dice coefficient computer vision tracking error +6 more

Scientific Reports Published 2020-10-28
Deep and machine learning techniques for medical imaging-based breast cancer: A comprehensive review (2020)

Essam H. Houssein Marwa M. Emam Abdelmgeid A. Ali Ponnuthurai Nagaratnam Suganthan

breast cancer modalities medical imaging deep learning machine learning +4 more

Expert Systems With Applications Published 2020-10-27
Artificial Intelligence for COVID-19: Rapid Review. (2020)

Jiayang Chen Kay Choong See

applications of artificial intelligence health informatics health care thematic analysis global health +5 more

Journal of Medical Internet Research Published 2020-10-27
Signal extraction: experimental evidence (2020)

Te Bao John Duffy

perfect information pattern recognition computer science aggregate level artificial intelligence +2 more

Theory and Decision 1 citations Published 2020-10-26
Revisiting convolutional neural network on graphs with polynomial approximations of Laplace-Beltrami spectral filtering. (2020)

Shih-Gu Huang Moo K. Chung Anqi Qiu Alzheimer's Disease Neuroimaging Initiative

laplacian matrix laguerre polynomials hermite polynomials polynomial operator +6 more

arXiv preprint arXiv:2010.13269 Published 2020-10-26
HFNet: A CNN Architecture Co-designed for Neuromorphic Hardware With a Crossbar Array of Synapses (2020)

Roshan Gopalakrishnan Yansong Chua Pengfei Sun Ashish Jith Sreejith Kumar Ashish Jith Sreejith Kumar Arindam Basu

neuromorphic engineering truenorth crossbar switch deep learning convolutional neural network +6 more

Frontiers in Neuroscience Published 2020-10-26

Previous Next

Automatic pixel-wise detection of evolving cracks on rock surface in video data (2020)

Automated diagnostic tool for hypertension using convolutional neural network. (2020)

APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning (2020)

An Unsupervised Sentence Embedding Method by Mutual Information Maximization. (2020)

A User Study of a Humanoid Robot as a Social Mediator for Two-Person Conversations (2020)

A spatial-channel hierarchical deep learning network for pixel-level automated crack detection (2020)

A review of sentiment analysis research in Arabic language (2020)

Challenges in machine learning based approaches for real-time anomaly detection in industrial control systems (2020)

Relevance and Verification (2020)

Deep Clustering With Sample-Assignment Invariance Prior (2020)

Suppressing Mislabeled Data via Grouping and Self-Attention (2020)

Sea-Net: Squeeze-And-Excitation Attention Net For Diabetic Retinopathy Grading (2020)

Second-Order Unsupervised Neural Dependency Parsing. (2020)

Graph Regularized Deep Discrete Hashing for Multi-Label Image Retrieval (2020)

Cardiac motion estimation from medical images: a regularisation framework applied on pairwise image registration displacement fields. (2020)

Deep and machine learning techniques for medical imaging-based breast cancer: A comprehensive review (2020)

Artificial Intelligence for COVID-19: Rapid Review. (2020)

Signal extraction: experimental evidence (2020)

Revisiting convolutional neural network on graphs with polynomial approximations of Laplace-Beltrami spectral filtering. (2020)

HFNet: A CNN Architecture Co-designed for Neuromorphic Hardware With a Crossbar Array of Synapses (2020)