Publications - Machine Learning SG

An Ensemble Learning-based Data-Driven Method for Online State-of-Health Estimation of Lithium-ion Batteries (2020)

Bin Gou Yan Xu Xue Feng

ensemble learning lithium data driven machine learning computer science +3 more

IEEE Transactions on Transportation Electrification Published 2020-01-01
An Enhanced GAN Model for Automatic Satellite-to-Map Image Conversion (2020)

Ying Zhang Yifang Yin Roger Zimmermann Guanfeng Wang Jagannadan Varadarajan See-Kiong Ng

image conversion geospatial analysis global positioning system performance improvement computer vision +6 more

IEEE Access Published 2020-01-01
An Efficient Approach for Measuring Semantic Similarity Combining WordNet and Wikipedia (2020)

Fei Li Lejian Liao Lanfang Zhang Xinhua Zhu Bo Zhang Zheng Wang

semantic similarity wordnet ontology semantics encyclopedia +6 more

IEEE Access Published 2020-01-01
An Artificial Somatic Reflex Arc (2020)

Ke He Yaqing Liu Ming Wang Geng Chen Ying Jiang Jiancan Yu Changjin Wan Dianpeng Qi Meng Xiao Wan Ru Leow Hui Yang Markus Antonietti Xiaodong Chen

reflex reflex arc grasp reflex soft robotics neuroprosthetics +6 more

Advanced Materials 9 citations Published 2020-01-01
Advances in anti-spoofing: from the perspective of ASVspoof challenges (2020)

Madhu R. Kamble Hardik B. Sailor Hemant A. Patil Haizhou Li

spoofing attack voice activity detection speaker recognition biometrics deep learning +6 more

APSIPA Transactions on Signal and Information Processing 7 citations Published 2020-01-01
Adaptive Online Learning With Regularized Kernel for One-Class Classification (2020)

Chandan Gautam Aruna Tiwari Sundaram Suresh Kapil Ahuja

one class classification extreme learning machine anomaly detection kernel machine learning +6 more

IEEE Transactions on Systems, Man, and Cybernetics 2 citations Published 2020-01-01
ACTORS: Adaptive and Compliant Transoral Robotic Surgery With Flexible Manipulators and Intelligent Guidance (2020)

Hongliang Ren Changsheng Li Liang Qiu Chwee Ming Lim

transoral robotic surgery simultaneous localization and mapping robot computer vision universal joint +6 more

1 citations Published 2020-01-01
A Subject-Transfer Framework Based on Single-Trial EMG Analysis Using Convolutional Neural Networks (2020)

Keun-Tae Kim Cuntai Guan Seong-Whan Lee

convolutional neural network feature extraction spectrogram support vector machine pattern recognition +6 more

IEEE Transactions on Neural Systems and Rehabilitation Engineering 3 citations Published 2020-01-01
A PUF-Based Data-Device Hash for Tampered Image Detection and Source Camera Identification (2020)

Yue Zheng Yuan Cao Chip-Hong Chang

image processing digital image hash function digital watermarking image sensor +6 more

IEEE Transactions on Information Forensics and Security 4 citations Published 2020-01-01
A Practicable Machine Learning Solution for Security-Cognizant Data Placement on Cloud Platforms. (2020)

Rahul Vishwanath Kale Bharadwaj Veeravalli Xiaoli Wang

data integrity data retrieval data security cloud storage cloud computing +6 more

Handbook of Computer Networks and Cyber Security Published 2020-01-01
A Novel Robotic Guidance System with Eye Gaze Tracking Control for Needle based Interventions (2020)

Jing Guo Yi Liu Qing Qiu Jie Huang Chao Liu Zhiguang Cao Yue Chen

robot end effector eye tracking inverse kinematics guidance system robot +6 more

IEEE Transactions on Cognitive and Developmental Systems 3 citations Published 2020-01-01
A Novel Framework for Semiconductor Manufacturing Final Test Yield Classification Using Machine Learning Techniques (2020)

Dan Jiang Weihua Lin Nagarajan Raghavan

wafer fabrication robustness semiconductor device fabrication encoder model selection +6 more

IEEE Access Published 2020-01-01
A Lightweight Privacy-Preserving CNN Feature Extraction Framework for Mobile Sensing (2020)

Kai Huang Ximeng Liu Shaojing Fu Deke Guo Ming Xu

edge computing feature extraction cloud computing mobile device server +6 more

IEEE Transactions on Dependable and Secure Computing 19 citations Published 2020-01-01
A Deeper Look at Human Visual Perception of Images (2020)

Shaojing Fan Bryan L. Koenig Qi Zhao Mohan S. Kankanhalli

digital image grayscale perception feature computational model +6 more

SN Computer Science Published 2020-01-01
A Copy-Proof Scheme Based on the Spectral and Spatial Barcoding Channel Models (2020)

Changsheng Chen Mulin Li Anselmo Ferreira Jiwu Huang Rizhao Cai

barcode authentication counterfeit product source code counterfeit +6 more

IEEE Transactions on Information Forensics and Security 1 citations Published 2020-01-01
A Context-Aware Locality Measure for Inlier Pool Enrichment in Stepwise Image Registration (2020)

Su Zhang Wanjing Zhao Xuying Hao Yang Yang Cuntai Guan

image retrieval image registration initialization locality pattern recognition +4 more

IEEE Transactions on Image Processing 1 citations Published 2020-01-01
Reconstructing Cardiac Shape via Constrained Voronoi Diagram and Cyclic Dynamic Time Wrapping From CMR (2019)

Min Wan Yuli Yang Xiaodan Zhao Shuang Leng Jun-Mei Zhang Ru San Tan Liang Zhong

voronoi diagram convex hull centroid outflow inflow +6 more

2019 Computing in Cardiology (CinC) Published 2019-12-30
Hybrid Feature Learning Using Autoencoders for Early Prediction of Sepsis (2019)

Jia Yao Ming Lun Ong Kar Kin Mun Shiyu Liu Mehul Motani

feature learning risk of mortality test set ranking machine learning +6 more

2019 Computing in Cardiology (CinC) Published 2019-12-30
Early Prediction of Sepsis via SMOTE Upsampling and Mutual Information Based Downsampling (2019)

Shiyu Liu Ming Lun Ong Kar Kin Mun Jia Yao Mehul Motani

overfitting mutual information test set upsampling sepsis +6 more

2019 Computing in Cardiology (CinC) 1 citations Published 2019-12-30
SESS: Self-Ensembling Semi-Supervised 3D Object Detection. (2019)

Na Zhao Tat-Seng Chua Gim Hee Lee

object detection transduction contextual image classification point cloud machine learning +6 more

arXiv preprint arXiv:1912.11803 1 citations Published 2019-12-26

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An Ensemble Learning-based Data-Driven Method for Online State-of-Health Estimation of Lithium-ion Batteries (2020)

An Enhanced GAN Model for Automatic Satellite-to-Map Image Conversion (2020)

An Efficient Approach for Measuring Semantic Similarity Combining WordNet and Wikipedia (2020)

An Artificial Somatic Reflex Arc (2020)

Advances in anti-spoofing: from the perspective of ASVspoof challenges (2020)

Adaptive Online Learning With Regularized Kernel for One-Class Classification (2020)

ACTORS: Adaptive and Compliant Transoral Robotic Surgery With Flexible Manipulators and Intelligent Guidance (2020)

A Subject-Transfer Framework Based on Single-Trial EMG Analysis Using Convolutional Neural Networks (2020)

A PUF-Based Data-Device Hash for Tampered Image Detection and Source Camera Identification (2020)

A Practicable Machine Learning Solution for Security-Cognizant Data Placement on Cloud Platforms. (2020)

A Novel Robotic Guidance System with Eye Gaze Tracking Control for Needle based Interventions (2020)

A Novel Framework for Semiconductor Manufacturing Final Test Yield Classification Using Machine Learning Techniques (2020)

A Lightweight Privacy-Preserving CNN Feature Extraction Framework for Mobile Sensing (2020)

A Deeper Look at Human Visual Perception of Images (2020)

A Copy-Proof Scheme Based on the Spectral and Spatial Barcoding Channel Models (2020)

A Context-Aware Locality Measure for Inlier Pool Enrichment in Stepwise Image Registration (2020)

Reconstructing Cardiac Shape via Constrained Voronoi Diagram and Cyclic Dynamic Time Wrapping From CMR (2019)

Hybrid Feature Learning Using Autoencoders for Early Prediction of Sepsis (2019)

Early Prediction of Sepsis via SMOTE Upsampling and Mutual Information Based Downsampling (2019)

SESS: Self-Ensembling Semi-Supervised 3D Object Detection. (2019)