Publications - Machine Learning SG

ERICA: enabling real-time mistake detection & corrective feedback for free-weights exercises. (2020)

Meera Radhakrishnan Darshana Rathnayake Ong Koon Han Inseok Hwang Archan Misra

corrective feedback mistake artificial intelligence computer science free weights

Proceedings of the 18th Conference on Embedded Networked Sensor Systems Published 2020-11-16
A New Feature Extraction and Recognition Method for Microexpression Based on Local Non-negative Matrix Factorization. (2020)

Junli Gao Huajun Chen Xiaohua Zhang Jing Guo Wenyu Liang

matrix decomposition feature extraction non negative matrix factorization feature vector facial recognition system +6 more

Frontiers in Neurorobotics Published 2020-11-16
Predicting Alzheimer's disease progression using deep recurrent neural networks. (2020)

Minh Nguyen Tong He Lijun An Daniel C Alexander Jiashi Feng B T Thomas Yeo Alzheimer's Disease Neuroimaging Initiative

missing data alzheimer s disease neuroimaging initiative regression support vector machine recurrent neural network +6 more

NeuroImage 1 citations Published 2020-11-15
Incorporating convolutional neural networks and sequence graph transform for identifying multilabel protein Lysine PTM sites (2020)

Jo Nie Sua Si Yi Lim Mulyadi Halim Yulius Xingtong Su Edward Kien Yee Yapp Nguyen Quoc Khanh Le Hui Yuan Yeh Matthew Chin Heng Chua

protein function prediction deep learning convolutional neural network graph theory computational model +5 more

Chemometrics and Intelligent Laboratory Systems 1 citations Published 2020-11-15
A Millimetre-Wave Radar-Based Fall Detection Method Using Line Kernel Convolutional Neural Network (2020)

Bo Wang Liang Guo Hao Zhang Yong-Xin Guo

convolutional neural network radar baseband kernel chirp +6 more

IEEE Sensors Journal Published 2020-11-15
Deep Spatial Learning with Molecular Vibration. (2020)

Ziyang Zhang Yingtao Luo

rejection rate big data approximation error machine learning computer science +5 more

arXiv preprint arXiv:2011.07200 Published 2020-11-14
Improving convolutional neural network for text classification by recursive data pruning (2020)

Qi Li Pengfei Li Kezhi Mao Edmond Yat-Man Lo

convolutional neural network artificial neural network pooling discriminative model machine learning +6 more

Neurocomputing Published 2020-11-13
Feedback-driven semi-supervised synthesis of program transformations (2020)

Xiang Gao Shraddha Barke Arjun Radhakrishna Gustavo Soares Sumit Gulwani Alan Leung Nachiappan Nagappan Ashish Tiwari

program transformation computer science machine learning exploit artificial intelligence +1 more

Proceedings of the ACM on Programming Languages 1 citations Published 2020-11-13
Extensions of the External Validation for Checking Learned Model Interpretability and Generalizability. (2020)

Sung Yang Ho Kimberly Phua Limsoon Wong Wilson Wen Bin Goh

exploratory data analysis interpretability generalizability theory machine learning descriptive statistics +6 more

Patterns (New York, N.Y.) Published 2020-11-13
Analytics with artificial intelligence to advance the treatment of acute respiratory distress syndrome (2020)

Zhongheng Zhang Eliano Pio Navarese Eliano Pio Navarese Bin Zheng Qinghe Meng Nan Liu Huiqing Ge Qing Pan Yuetian Yu Xuelei Ma

lung injury analytics ards big data clinical trial +5 more

Journal of Evidence-based Medicine Published 2020-11-13
Isolated Handwritten Balinese Character Recognition from Palm Leaf Manuscripts with Residual Convolutional Neural Networks (2020)

Dewa Made Sri Arsa Gusti Agung Ayu Putri Remmy Zen Stephane Bressan

convolutional neural network residual pattern recognition palm computer science +2 more

2020 12th International Conference on Knowledge and Systems Engineering (KSE) Published 2020-11-12
DSAM: A Distance Shrinking with Angular Marginalizing Loss for High Performance Vehicle Re-identificatio. (2020)

Jiangtao Kong Yu Cheng Benjia Zhou Kai Li Junliang Xing

softmax function feature vector visual objects facial recognition system source code +5 more

arXiv preprint arXiv:2011.06228 Published 2020-11-12
Deep learning based DNA:RNA triplex forming potential prediction. (2020)

Yu Zhang Yahui Long Chee Keong Kwoh

dna microarray a dna dna cross validation computational biology +6 more

BMC Bioinformatics Published 2020-11-12
Skeleton-based Relational Reasoning for Group Activity Analysis. (2020)

Mauricio Perez Jun Liu Alex C. Kot

optical flow natural language processing computer science rgb color model skeleton +4 more

arXiv preprint arXiv:2011.05653 Published 2020-11-11
Deja vu from the SVM Era: Example-based Explanations with Outlier Detection. (2020)

Penny Chong Yuval Elovici Alexander Binder

anomaly detection support vector machine machine learning computer science deja vu +1 more

arXiv preprint arXiv:2011.05577 Published 2020-11-11
An Investigation of Potential Function Designs for Neural CRF (2020)

Zechuan Hu Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu

sequence labeling pattern recognition computer science artificial intelligence

arXiv preprint arXiv:2011.05604 Published 2020-11-11
Semi-Supervised Learning in Medical Images Through Graph-Embedded Random Forest. (2020)

Lin Gu Xiaowei Zhang Shaodi You Shen Zhao Zhenzhong Liu Tatsuya Harada

semi supervised learning random forest robustness bottleneck nonlinear dimensionality reduction +6 more

Frontiers in Neuroinformatics Published 2020-11-10
Improving single pixel imaging performance in high noise condition by under-sampling. (2020)

Fangyuan Sha Sujit Kumar Sahoo Huy Quoc Lam Beng Koon Ng Cuong Dang

image quality discrete cosine transform hadamard transform sampling computer vision +6 more

Scientific Reports Published 2020-11-10
Unsupervised Probability Matching for Quality Estimation with Partial Information in a Multiple-Instances, Single-Output Scenario (2020)

Kee Jin Lee Edward Kien Yee Yapp Xiang Li

supervised learning dynamic time warping probability matching inference mean shift +6 more

2020 15th IEEE Conference on Industrial Electronics and Applications (ICIEA) Published 2020-11-09
MVmed: Fast Multi-Object Tracking in the Compressed Domain (2020)

Lukas Bommes Xinlin Lin Junhong Zhou

video tracking key frame video compression picture types motion vector codec +6 more

2020 15th IEEE Conference on Industrial Electronics and Applications (ICIEA) Published 2020-11-09

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ERICA: enabling real-time mistake detection & corrective feedback for free-weights exercises. (2020)

A New Feature Extraction and Recognition Method for Microexpression Based on Local Non-negative Matrix Factorization. (2020)

Predicting Alzheimer's disease progression using deep recurrent neural networks. (2020)

Incorporating convolutional neural networks and sequence graph transform for identifying multilabel protein Lysine PTM sites (2020)

A Millimetre-Wave Radar-Based Fall Detection Method Using Line Kernel Convolutional Neural Network (2020)

Deep Spatial Learning with Molecular Vibration. (2020)

Improving convolutional neural network for text classification by recursive data pruning (2020)

Feedback-driven semi-supervised synthesis of program transformations (2020)

Extensions of the External Validation for Checking Learned Model Interpretability and Generalizability. (2020)

Analytics with artificial intelligence to advance the treatment of acute respiratory distress syndrome (2020)

Isolated Handwritten Balinese Character Recognition from Palm Leaf Manuscripts with Residual Convolutional Neural Networks (2020)

DSAM: A Distance Shrinking with Angular Marginalizing Loss for High Performance Vehicle Re-identificatio. (2020)

Deep learning based DNA:RNA triplex forming potential prediction. (2020)

Skeleton-based Relational Reasoning for Group Activity Analysis. (2020)

Deja vu from the SVM Era: Example-based Explanations with Outlier Detection. (2020)

An Investigation of Potential Function Designs for Neural CRF (2020)

Semi-Supervised Learning in Medical Images Through Graph-Embedded Random Forest. (2020)

Improving single pixel imaging performance in high noise condition by under-sampling. (2020)

Unsupervised Probability Matching for Quality Estimation with Partial Information in a Multiple-Instances, Single-Output Scenario (2020)

MVmed: Fast Multi-Object Tracking in the Compressed Domain (2020)