Publications - Machine Learning SG

Deep Learning for Neuroimaging Segmentation with a Novel Data Augmentation Strategy (2020)

Wenshan Wu Yuhao Lu Ravikiran Mane Cuntai Guan

deep learning convolutional neural network segmentation artificial neural network machine learning +6 more

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Published 2020-07-01
Deep Learning for Interictal Epileptiform Spike Detection from scalp EEG frequency sub bands (2020)

Thangavel Prasanth John Thomas R. Yuvaraj Jing Jing Sydney S. Cash Rima Chaudhari Tan Yee Leng Rahul Rathakrishnan Srivastava Rohit Vinay Saini Brandon M. Westover Justin Dauwels

electroencephalography ictal convolutional neural network deep learning false positive rate +6 more

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Published 2020-07-01
Decoding movement direction from cortical microelectrode recordings using an LSTM-based neural network (2020)

Brian Premchand Kyaw Kyar Toe Chuanchu Wang Shoeb Shaikh Camilo Libedinsky Kai Keng Ang Rosa Q. So

recurrent neural network artificial neural network decoding methods brain computer interface dimensionality reduction +6 more

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Published 2020-07-01
Convolutional Transformer with Sentiment-aware Attention for Sentiment Analysis (2020)

Pengfei Li Peixiang Zhong Jiaheng Zhang Kezhi Mao

sentiment analysis transformer knowledge base recurrent neural network security token +4 more

2020 International Joint Conference on Neural Networks (IJCNN) Published 2020-07-01
Convolutional Neural Network for Freezing of Gait Detection Leveraging the Continuous Wavelet Transform on Lower Extremities Wearable Sensors Data (2020)

Bohan Shi Shih Cheng Yen Arthur Tay Dawn M.L. Tan Nicole S. Y. Chia W.L. Au

gait disturbance deep learning gait wavelet convolutional neural network +6 more

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Published 2020-07-01
Controllable Question Generation via Sequence-to-Sequence Neural Model with Auxiliary Information (2020)

Zhen Cao Sivanagaraja Tatinati Andy W. H. Khong

generative model deep learning semantics theoretical computer science computer science +6 more

2020 International Joint Conference on Neural Networks (IJCNN) Published 2020-07-01
Constrained Manifold Learning for Videos (2020)

Iti Chaturvedi Jin Xiang

constrained clustering nonlinear dimensionality reduction model selection morphism expression +6 more

2020 International Joint Conference on Neural Networks (IJCNN) Published 2020-07-01
Commonsense Knowledge Enhanced Memory Network for Stance Classification (2020)

Jiachen Du Lin Gui Ruifeng Xu Yunqing Xia Xuan Wang Erik Cambria

commonsense knowledge knowledge engineering semeval sentiment analysis memory module +6 more

The Missouri Review Published 2020-07-01
Camera-based Hand Tracking using a Mirror-based Multi-view Setup (2020)

Guan Ming Lim Prayook Jatesiktat Christopher Wee Keong Kuah Wei Tech Ang

pose goniometer synchronizing plane mirror computer vision +6 more

2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 1 citations Published 2020-07-01
BDANN: BERT-Based Domain Adaptation Neural Network for Multi-Modal Fake News Detection (2020)

Tong Zhang Di Wang Huanhuan Chen Zhiwei Zeng Wei Guo Chunyan Miao Lizhen Cui

population feature microblogging feature vector feature extraction +6 more

2020 International Joint Conference on Neural Networks (IJCNN) 1 citations Published 2020-07-01
Asymmetric Mapping Quantization for Nearest Neighbor Search (2020)

Weixiang Hong Xueyan Tang Jingjing Meng Junsong Yuan

nearest neighbor search vector quantization quantization k nearest neighbors algorithm image retrieval +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence Published 2020-07-01
Anaphora and Coreference Resolution: A Review (2020)

Rhea Sukthanker Soujanya Poria Erik Cambria Ramkumar Thirunavukarasu

coreference automatic summarization machine translation sentiment analysis paraphrase +5 more

Information Fusion 19 citations Published 2020-07-01
An Optimal Design for Passive Magnetic Localization System Based on SNR Evaluation (2020)

Guoliang Shao Yong-Xin Guo

signal to noise ratio noise measurement system of measurement optimal design wireless +6 more

IEEE Transactions on Instrumentation and Measurement Published 2020-07-01
An mHealth app using machine learning to increase physical activity in diabetes and depression: clinical trial protocol for the DIAMANTE Study (2020)

Adrian Aguilera Caroline Figueroa Rosa Hernandez-Ramos Urmimala Sarkar Anupama Cemballi Laura Gomez-Pathak Jose Miramontes Elad Yom Tov Bibhas Chakraborty Xiaoxi Yan Jing Xu Arghavan Modiri Jai Aggarwal Joseph Jay Williams Courtney Lyles

randomized controlled trial psychological intervention mhealth clinical trial mood +6 more

medRxiv 1 citations Published 2020-07-01
An Adaptive and Fast Convergent Approach to Differentially Private Deep Learning (2020)

Zhiying Xu Shuyu Shi Alex X. Liu Jun Zhao Lin Chen

differential privacy deep learning big data information security traffic analysis +6 more

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications 1 citations Published 2020-07-01
Ambiguity-Free Radiometric Calibration for Internet Photo Collections (2020)

Zhipeng Mo Boxin Shi Sai-Kit Yeung Yasuyuki Matsushita

radiometric calibration pixel calibration computer vision nonlinear system +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence Published 2020-07-01
Adversarial Attacks for Object Detection (2020)

Bo Xu Jinlin Zhu Danwei Wang

object detection rule of thumb adversarial system distortion machine learning +4 more

2020 39th Chinese Control Conference (CCC) Published 2020-07-01
Adaptive Kernel Value Caching for SVM Training (2020)

Qinbin Li Zeyi Wen Bingsheng He

support vector machine multiclass classification least frequently used kernel cache algorithms +6 more

IEEE Transactions on Neural Networks 2 citations Published 2020-07-01
A Review of Shorthand Systems: From Brachygraphy to Microtext and Beyond (2020)

Ranjan Satapathy Erik Cambria Andrea Nanetti Amir Hussain

syntax normalization clarity writing process natural language processing +6 more

Cognitive Computation 2 citations Published 2020-07-01
A Preliminary Study of Fusion ARTs with Adaptively Information Intensity Attenuation Controlling (2020)

Zhu Wenxuan Hou Yaqing Zhang Qiang Ge Hongwei Yang Xin Feng Liang Qu Xinghua

adaptive resonance theory controller task analysis artificial intelligence channel +5 more

2020 International Joint Conference on Neural Networks (IJCNN) Published 2020-07-01

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Deep Learning for Neuroimaging Segmentation with a Novel Data Augmentation Strategy (2020)

Deep Learning for Interictal Epileptiform Spike Detection from scalp EEG frequency sub bands (2020)

Decoding movement direction from cortical microelectrode recordings using an LSTM-based neural network (2020)

Convolutional Transformer with Sentiment-aware Attention for Sentiment Analysis (2020)

Convolutional Neural Network for Freezing of Gait Detection Leveraging the Continuous Wavelet Transform on Lower Extremities Wearable Sensors Data (2020)

Controllable Question Generation via Sequence-to-Sequence Neural Model with Auxiliary Information (2020)

Constrained Manifold Learning for Videos (2020)

Commonsense Knowledge Enhanced Memory Network for Stance Classification (2020)

Camera-based Hand Tracking using a Mirror-based Multi-view Setup (2020)

BDANN: BERT-Based Domain Adaptation Neural Network for Multi-Modal Fake News Detection (2020)

Asymmetric Mapping Quantization for Nearest Neighbor Search (2020)

Anaphora and Coreference Resolution: A Review (2020)

An Optimal Design for Passive Magnetic Localization System Based on SNR Evaluation (2020)

An mHealth app using machine learning to increase physical activity in diabetes and depression: clinical trial protocol for the DIAMANTE Study (2020)

An Adaptive and Fast Convergent Approach to Differentially Private Deep Learning (2020)

Ambiguity-Free Radiometric Calibration for Internet Photo Collections (2020)

Adversarial Attacks for Object Detection (2020)

Adaptive Kernel Value Caching for SVM Training (2020)

A Review of Shorthand Systems: From Brachygraphy to Microtext and Beyond (2020)

A Preliminary Study of Fusion ARTs with Adaptively Information Intensity Attenuation Controlling (2020)