Publications - Machine Learning SG

Automated classification of pathological slowing in adult scalp electroencephalograms via frequency features: A Multi-Center Validation Study. (2021)

Wei Yan Peh John Thomas Elham Bagheri Rima Chaudhari Sagar Karia Rahul Rathakrishnan Vinay Saini Nilesh Shah Rohit Srivastava Yee-Leng Tan Justin Dauwels

electroencephalography histogram deep learning pattern recognition scalp +5 more

arXiv: Signal Processing Published 2021-01-12
Automated Adult Epilepsy Diagnostic Tool Based on Interictal Scalp Electroencephalogram Characteristics: A Six-Center Study. (2021)

John Thomas Prasanth Thangavel Wei Yan Peh Jin Jing Rajamanickam Yuvaraj Sydney S Cash Rima Chaudhari Sagar Karia Rahul Rathakrishnan Vinay Saini Nilesh Shah Rohit Srivastava Yee-Leng Tan Brandon Westover Justin Dauwels

electroencephalography ictal epilepsy scalp convolutional neural network +6 more

International Journal of Neural Systems Published 2021-01-12
A deep learning approach to the screening of malaria infection: Automated and rapid cell counting, object detection and instance segmentation using mask R-CNN (2021)

De Rong Loh Wen Xin Yong Jullian Yapeter Karupppasamy Subburaj Rajesh Chandramohanadas Rajesh Chandramohanadas

object detection minimum bounding box visualization segmentation deep learning +6 more

Computerized Medical Imaging and Graphics Published 2021-01-12
Time-Series Regeneration with Convolutional Recurrent Generative Adversarial Network for Remaining Useful Life Estimation (2021)

Xuewen Zhang Yan Qin Chau Yuen Lahiru Jayasinghe Xiang Liu

recurrent neural network test data generation machine learning computer science artificial intelligence +5 more

arXiv preprint arXiv:2101.03678 Published 2021-01-11
ORDNet: Capturing Omni-Range Dependencies for Scene Parsing (2021)

Shaofei Huang Si Liu Tianrui Hui Jizhong Han Bo Li Jiashi Feng Shuicheng Yan

parsing pattern recognition convolution computer science exploit +2 more

arXiv: Computer Vision and Pattern Recognition Published 2021-01-11
Learning Semantically Meaningful Features for Interpretable Classifications (2021)

Sandareka Wickramanayake Wynne Hsu Mong Li Lee

interpretability convolutional neural network machine learning computer science artificial intelligence +2 more

arXiv preprint arXiv:2101.03919 Published 2021-01-11
Fighting viruses with materials science: Prospects for antivirus surfaces, drug delivery systems and artificial intelligence. (2021)

Vinicius Rosa Dean Ho Robinson Sabino-Silva Walter L. Siqueira Nikolaos Silikas

population drug delivery artificial intelligence materials science coronavirus disease 2019 +2 more

Dental Materials Published 2021-01-10
Deep Residual Pooling Network for Texture Recognition (2021)

Shangbo Mao Deepu Rajan Chia Liang Tien

feature learning dimensionality reduction deep learning anomaly detection residual +6 more

Pattern Recognition Published 2021-01-09
VD-GAN: A Unified Framework for Joint Prototype and Representation Learning from Contaminated Single Sample per Person (2021)

Meng Pang Binghui Wang Yiu-ming Cheung Yiran Chen Bihan Wen

feature learning discriminative model facial recognition system discriminator biometrics +6 more

IEEE Transactions on Information Forensics and Security Published 2021-01-08
Global estimates of syntactic alignment in adult and child utterances during interaction: NLP estimates based on multiple corpora (2021)

Clarence Green He Sun

british national corpus conversation structural alignment syntax structural priming +5 more

Language Sciences Published 2021-01-08
Face Hallucination with Finishing Touches. (2021)

Yang Zhang Ivor W. Tsang Jun Li Ping Liu Xiaobo Lu Xin Yu

face hallucination facial recognition system hallucinated computer vision computer science +6 more

IEEE Transactions on Image Processing Published 2021-01-08
Applications of Robotics, AI, and Digital Technologies During COVID-19: A Review. (2021)

Zhuo Zhao Yangmyung Ma Adeel Mushtaq Abdul M Azam Rajper Mahmoud Shehab Annabel Heybourne Wenzhan Song Hongliang Ren Zion Tsz Ho Tse

robot robotics data science pandemic sanitation +6 more

Disaster Medicine and Public Health Preparedness Published 2021-01-08
Progressive Self-Guided Loss for Salient Object Detection (2021)

Sheng Yang Weisi Lin Guosheng Lin Qiuping Jiang Zichuan Liu

salience deep learning closing region growing pattern recognition +6 more

arXiv preprint arXiv:2101.02412 Published 2021-01-07
Multitask Learning for Emotion and Personality Detection (2021)

Yang Li Amirmohammad Kazameini Yash Mehta Erik Cambria

personality big five personality traits multi task learning deep learning language model +6 more

arXiv preprint arXiv:2101.02346 Published 2021-01-07
Improved amyloid burden quantification with nonspecific estimates using deep learning (2021)

Haohui Liu Ying-Hwey Nai Francis Saridin Tomotaka Tanaka Jim O’ Doherty Saima Hilal Saima Hilal Bibek Gyanwali Christopher P. Chen Edward G. Robins Edward G. Robins Anthonin Reilhac

standardized uptake value convolutional neural network deep learning image translation pattern recognition +6 more

European Journal of Nuclear Medicine and Molecular Imaging Published 2021-01-07
High-resolution connectomic fingerprints: mapping neural identity and behavior. (2021)

L Sina Mansour Ye Tian B T Thomas Yeo Vanessa Cropley Andrew Zalesky

connectomics human connectome project connectome pattern recognition cognition +6 more

NeuroImage Published 2021-01-07
Fast Vertex-Based Graph Convolutional Neural Network and its Application to Brain Images (2021)

Chaoqiang Liu Hui Ji Anqi Qiu

convolutional neural network vertex convolution robustness polygon mesh +6 more

Neurocomputing Published 2021-01-07
Detection of transcoded HEVC videos based on in-loop filtering and PU partitioning analyses (2021)

Qiang Xu Xinghao Jiang Tanfeng Sun Alex C. Kot

transcoding deblocking filter video editing support vector machine robustness +6 more

Signal Processing-image Communication Published 2021-01-07
How do the object-file and physical-reasoning systems interact? Evidence from priming effects with object arrays or novel labels. (2021)

Yi Lin Jie Li Yael Gertner Weiting Ng Cynthia L. Fisher Renée Baillargeon

priming categorical variable domain knowledge natural language processing computer science +4 more

Cognitive Psychology Published 2021-01-06
Partial multi-label learning with mutual teaching (2021)

Yan Yan Shining Li Lei Feng

machine learning computer science regularization matrix exploit +2 more

Knowledge Based Systems Published 2021-01-05

Previous Next

Automated classification of pathological slowing in adult scalp electroencephalograms via frequency features: A Multi-Center Validation Study. (2021)

Automated Adult Epilepsy Diagnostic Tool Based on Interictal Scalp Electroencephalogram Characteristics: A Six-Center Study. (2021)

A deep learning approach to the screening of malaria infection: Automated and rapid cell counting, object detection and instance segmentation using mask R-CNN (2021)

Time-Series Regeneration with Convolutional Recurrent Generative Adversarial Network for Remaining Useful Life Estimation (2021)

ORDNet: Capturing Omni-Range Dependencies for Scene Parsing (2021)

Learning Semantically Meaningful Features for Interpretable Classifications (2021)

Fighting viruses with materials science: Prospects for antivirus surfaces, drug delivery systems and artificial intelligence. (2021)

Deep Residual Pooling Network for Texture Recognition (2021)

VD-GAN: A Unified Framework for Joint Prototype and Representation Learning from Contaminated Single Sample per Person (2021)

Global estimates of syntactic alignment in adult and child utterances during interaction: NLP estimates based on multiple corpora (2021)

Face Hallucination with Finishing Touches. (2021)

Applications of Robotics, AI, and Digital Technologies During COVID-19: A Review. (2021)

Progressive Self-Guided Loss for Salient Object Detection (2021)

Multitask Learning for Emotion and Personality Detection (2021)

Improved amyloid burden quantification with nonspecific estimates using deep learning (2021)

High-resolution connectomic fingerprints: mapping neural identity and behavior. (2021)

Fast Vertex-Based Graph Convolutional Neural Network and its Application to Brain Images (2021)

Detection of transcoded HEVC videos based on in-loop filtering and PU partitioning analyses (2021)

How do the object-file and physical-reasoning systems interact? Evidence from priming effects with object arrays or novel labels. (2021)

Partial multi-label learning with mutual teaching (2021)