Publications - Machine Learning SG

IDRiD: Diabetic Retinopathy – Segmentation and Grading Challenge (2020)

Prasanna Porwal Prasanna Porwal Samiksha Pachade Samiksha Pachade Manesh Kokare Girish Deshmukh Jaemin Son Woong Bae Lihong Liu Jianzong Wang Xinhui Liu Liangxin Gao Tian Bo Wu Jing Xiao Fengyan Wang Baocai Yin Yunzhi Wang Gopichandh Danala Linsheng He Yoon Ho Choi Yeong Chan Lee Sang Hyuk Jung Zhongyu Li Xiaodan Sui Junyan Wu Xiaolong Li Ting Zhou Janos Toth Agnes Baran Avinash Kori Sai Saketh Chennamsetty Mohammed Safwan Varghese Alex Xingzheng Lyu Xingzheng Lyu Li Cheng Li Cheng Qinhao Chu Pengcheng Li Xin Ji Sanyuan Zhang Yaxin Shen Ling Dai Oindrila Saha Rachana Sathish Tânia Melo Teresa Araújo Balazs Harangi Bin Sheng Ruogu Fang Debdoot Sheet Andras Hajdu Yuanjie Zheng Ana Maria Mendonça Shaoting Zhang Aurélio Campilho Bin Zheng Dinggang Shen Luca Giancardo Gwenolé Quellec Fabrice Mériaudeau Fabrice Mériaudeau

population diabetic retinopathy segmentation generalizability theory grading +6 more

Medical Image Analysis 15 citations Published 2020-01-01
Human Parsing Based Texture Transfer from Single Image to 3D Human via Cross-View Consistency (2020)

Fang Zhao Shengcai Liao Kaihao Zhang Ling Shao

parsing pattern recognition computer science artificial intelligence single image +1 more

Advances in Neural Information Processing Systems Published 2020-01-01
How does Machine Learning Change Software Development Practices (2020)

Zhiyuan Wan Xin Xia David Lo Gail C. Murphy

software development empirical research popularity computer science machine learning +1 more

IEEE Transactions on Software Engineering 16 citations Published 2020-01-01
Heterogeneous Domain Adaptation via Covariance Structured Feature Translators. (2020)

Chuan-Xian Ren Jiashi Feng Dao-Qing Dai Shuicheng Yan

data classification kernel regression covariance transfer of learning discriminant +6 more

IEEE Transactions on Systems, Man, and Cybernetics 3 citations Published 2020-01-01
Heterogeneous 3D Nano-systems: The N3XT Approach? (2020)

Dennis Rich Andrew Bartolo Carlo Gilardo Binh Le Haitong Li Rebecca Park Robert M. Radway Mohamed M. Sabry Aly H.-S. Philip Wong Subhasish Mitra

cloud computing scalability efficient energy use integrated circuit computer architecture +6 more

Published 2020-01-01
Harvesting Social Media Sentiments for Stock Index Prediction (2020)

MingWei Lim Chai Kiat Yeo

sentiment analysis stock market index stock exchange recurrent neural network probabilistic logic +6 more

2020 IEEE 17th Annual Consumer Communications & Networking Conference (CCNC) Published 2020-01-01
Fuzzy-Crow Search Optimization for Medical Image Segmentation (2020)

A. Lenin Fred S. N. Kumar Parasuraman Padmanaban Balazs Gulyas H. Ajay Kumar

image segmentation cluster analysis simulated annealing local optimum segmentation +6 more

3 citations Published 2020-01-01
Fusion of ULS Group Constrained High- and Low-Order Sparse Functional Connectivity Networks for MCI Classification (2020)

Yang Li Jingyu Liu Ziwen Peng Can Sheng Minjeong Kim Pew Thian Yap Chong Yaw Wee Dinggang Shen

overfitting least squares decision tree pairwise comparison pattern recognition +6 more

Neuroinformatics 6 citations Published 2020-01-01
Fundamentals of Artificial Intelligence (2020)

Xiaofei Wang Yiwen Han Victor C. M. Leung Dusit Niyato Xueqiang Yan Xu Chen

edge computing cloud computing edge device deep learning distributed computing +6 more

2 citations Published 2020-01-01
From Local Understanding to Global Regression in Monocular Visual Odometry (2020)

Mahdi Abolfazli Esfahani Keyu Wu Shenghai Yuan Han Wang

visual odometry robot monocular deep learning artificial intelligence +4 more

International Journal of Pattern Recognition and Artificial Intelligence 1 citations Published 2020-01-01
Frequency Domain Based Virtual Detector for Heterogeneous Media in Photoacoustic Imaging (2020)

Haoran Jin Shuangli Liu Ruochong Zhang Siyu Liu Yuanjin Zheng

iterative reconstruction distortion detector frequency domain fast fourier transform +6 more

IEEE Transactions on Computational Imaging 4 citations Published 2020-01-01
Force sensing in compact concentric tube mechanism with optical fibers (2020)

Niam Jen Yang Tianliang Li Xiao Xiao Zion Tsz Ho Tse Chwee Ming Lim Hongliang Ren

haptic technology fiber bragg grating robotics robot kinematics +6 more

Published 2020-01-01
FMCW SAR Sparse Imaging Based on Approximated Observation: An Overview on Current Technologies (2020)

Hui Bi Daiyin Zhu Guoan Bi Bingchen Zhang Wen Hong Yirong Wu

synthetic aperture radar radar imaging sparse matrix regularization filter +6 more

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Published 2020-01-01
Fixing Localization Errors to Improve Image Classification. (2020)

Guolei Sun Salman Khan Wen Li Hisham Cholakkal Fahad Shahbaz Khan Luc Van Gool

contextual image classification pattern recognition computer science artificial intelligence

ECCV (25) Published 2020-01-01
Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning. (2020)

Xiangxi Shi Xu Yang Jiuxiang Gu Shafiq R. Joty Jianfei Cai

closed captioning encoder computer science computer vision artificial intelligence

ECCV (14) Published 2020-01-01
Federated Bayesian Optimization via Thompson Sampling (2020)

Zhongxiang Dai Bryan Kian Hsiang Low Patrick Jaillet

bayesian optimization thompson sampling computer science machine learning artificial intelligence

Advances in Neural Information Processing Systems 2 citations Published 2020-01-01
Features Identification and Classification of Discussion Threads in Coursera MOOC Forums (2020)

Ean Teng Khor

naive bayes classifier decision tree feature selection thread univariate +6 more

Published 2020-01-01
Factor Graph Neural Networks (2020)

Zhen Zhang Fan Wu Wee Sun Lee

factor graph artificial neural network artificial intelligence computer science

Advances in Neural Information Processing Systems 1 citations Published 2020-01-01
Extraction and Cross-Matching of Palm-Vein and Palmprint from the RGB and the NIR Spectrums for Identity Verification (2020)

Sungchul Cho Beom Seok Oh Kar Ann Toh Zhiping Lin

rgb color model local binary patterns spectral bands discriminative model pattern recognition +6 more

IEEE Access 1 citations Published 2020-01-01
Evolutionary Multiagent Transfer Learning With Model-Based Opponent Behavior Prediction (2020)

Yaqing Hou Yew-Soon Ong Jing Tang Yifeng Zeng

multi agent system transfer of learning submodular set function artificial intelligence computer science +5 more

IEEE Transactions on Systems, Man, and Cybernetics 2 citations Published 2020-01-01

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IDRiD: Diabetic Retinopathy – Segmentation and Grading Challenge (2020)

Human Parsing Based Texture Transfer from Single Image to 3D Human via Cross-View Consistency (2020)

How does Machine Learning Change Software Development Practices (2020)

Heterogeneous Domain Adaptation via Covariance Structured Feature Translators. (2020)

Heterogeneous 3D Nano-systems: The N3XT Approach? (2020)

Harvesting Social Media Sentiments for Stock Index Prediction (2020)

Fuzzy-Crow Search Optimization for Medical Image Segmentation (2020)

Fusion of ULS Group Constrained High- and Low-Order Sparse Functional Connectivity Networks for MCI Classification (2020)

Fundamentals of Artificial Intelligence (2020)

From Local Understanding to Global Regression in Monocular Visual Odometry (2020)

Frequency Domain Based Virtual Detector for Heterogeneous Media in Photoacoustic Imaging (2020)

Force sensing in compact concentric tube mechanism with optical fibers (2020)

FMCW SAR Sparse Imaging Based on Approximated Observation: An Overview on Current Technologies (2020)

Fixing Localization Errors to Improve Image Classification. (2020)

Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning. (2020)

Federated Bayesian Optimization via Thompson Sampling (2020)

Features Identification and Classification of Discussion Threads in Coursera MOOC Forums (2020)

Factor Graph Neural Networks (2020)

Extraction and Cross-Matching of Palm-Vein and Palmprint from the RGB and the NIR Spectrums for Identity Verification (2020)

Evolutionary Multiagent Transfer Learning With Model-Based Opponent Behavior Prediction (2020)