Publications - Machine Learning SG

A systematic density-based clustering method using anchor points (2020)

Yizhang Wang Yizhang Wang Di Wang Wei Pang Chunyan Miao Ah-Hwee Tan You Zhou You Zhou

cluster analysis unsupervised learning data point facial recognition system pattern recognition +6 more

Neurocomputing 2 citations Published 2020-08-04
T-MAN: a neural ensemble approach for person re-identification using spatio-temporal information (2020)

Nirbhay Kumar Tagore Pratik Chattopadhyay Lipo Wang

deep learning ensemble forecasting neural ensemble machine learning computer science +6 more

Multimedia Tools and Applications Published 2020-08-03
Online Few-shot Gesture Learning on a Neuromorphic Processor (2020)

Kenneth Stewart Garrick Orchard Sumit Bam Shrestha Emre Neftci

neuromorphic engineering gesture recognition spiking neural network deep learning transfer of learning +5 more

arXiv preprint arXiv:2008.01151 1 citations Published 2020-08-03
Artificial intelligence and the role of researchers: Can it replace us? (2020)

Atreyi Kankanhalli

big data artificial intelligence computer science

Drying Technology Published 2020-08-03
Artificial intelligence and moral rights (2020)

Martin Miernicki Irene Ng

moral rights related rights attribution political science performing arts +1 more

Ai & Society Published 2020-08-03
Y4-Net: a deep learning solution to one-shot dual-wavelength digital holographic reconstruction. (2020)

Kaiqiang Wang Qian Kemao Jianglei Di Jianlin Zhao

digital holography holography speckle noise ground truth spatial frequency +6 more

Optics Letters 3 citations Published 2020-08-01
Unsupervised phase learning and extraction from quasiperiodic multidimensional time-series data (2020)

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

instantaneous phase wavelet convolution hilbert transform pattern recognition +6 more

Applied Soft Computing Published 2020-08-01
Unsupervised Deep Cross-modality Spectral Hashing (2020)

Tuan Hoang Thanh-Toan Do Tam V. Nguyen Ngai-Man Cheung

hash function unsupervised learning binary code binary number pattern recognition +6 more

arXiv preprint arXiv:2008.00223 Published 2020-08-01
Translation-Based Sequential Recommendation for Complex Users on Sparse Data (2020)

Hui Li Ye Liu Nikos Mamoulis David S. Rosenblum

recommender system data modeling pairwise comparison ranking sparse matrix +6 more

IEEE Transactions on Knowledge and Data Engineering 7 citations Published 2020-08-01
TactileSGNet: A Spiking Graph Neural Network for Event-based Tactile Object Recognition. (2020)

Fuqiang Gu Weicong Sng Tasbolat Taunyazov Harold Soh

tactile perception spiking neural network deep learning touch perception cognitive neuroscience of visual object recognition +6 more

arXiv preprint arXiv:2008.08046 Published 2020-08-01
Skin lesion segmentation via generative adversarial networks with dual discriminators. (2020)

Baiying Lei Zaimin Xia Feng Jiang Xudong Jiang Zongyuan Ge Yanwu Xu Jing Qin Siping Chen Tianfu Wang Shuqiang Wang

segmentation discriminative model network architecture convolution pattern recognition +6 more

Medical Image Analysis 5 citations Published 2020-08-01
Pruning 3D Filters For Accelerating 3D ConvNets (2020)

Zhenzhen Wang Weixiang Hong Yap-Peng Tan Junsong Yuan

video processing feature extraction discriminative model pattern recognition redundancy +6 more

IEEE Transactions on Multimedia Published 2020-08-01
Physical-Based Automatic Target Recognition Using Angular-Diversity Electromagnetic Scattering Data (2020)

Zi-Liang Liu Chao-Fu Wang

automatic target recognition principal component analysis scattering pattern recognition eigenvalues and eigenvectors +3 more

2020 IEEE International Conference on Computational Electromagnetics (ICCEM) Published 2020-08-01
On recommendation-aware content caching for 6G: An artificial intelligence and optimization empowered paradigm (2020)

Yaru Fu Khai Nguyen Doan Tony Q.S. Quek

cache network architecture backhaul computer science artificial intelligence +1 more

Digital Communications and Networks Published 2020-08-01
Multi-classifier information fusion in risk analysis (2020)

Yue Pan Limao Zhang Xianguo Wu Miroslaw J Skibniewski

risk analysis support vector machine probabilistic logic robustness classifier +6 more

Information Fusion 22 citations Published 2020-08-01
Motion-Guided Cascaded Refinement Network for Video Object Segmentation (2020)

Ping Hu Gang Wang Xiangfei Kong Jason Kuen Yap-Peng Tan

image segmentation optical flow segmentation active contour model computer vision +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence Published 2020-08-01
MobileDA: Toward Edge-Domain Adaptation (2020)

Jianfei Yang Han Zou Shuxin Cao Zhenghua Chen Lihua Xie

edge computing edge device server data modeling gesture recognition +6 more

IEEE Internet of Things Journal 3 citations Published 2020-08-01
mHealth app using machine learning to increase physical activity in diabetes and depression: clinical trial protocol for the DIAMANTE Study. (2020)

Adrian Aguilera Caroline A 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 R Lyles

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

BMJ Open Published 2020-08-01
Machine-learning-enhanced stabilized cr-MREPT for noise-robust and artifact-reduced electrical properties reconstruction (2020)

Adan Garcia Shao Ying Huang Nevrez Imamoglu Wenwei Yu

estimator machine learning analytic element method computer science artificial intelligence +1 more

2020 IEEE International Conference on Computational Electromagnetics (ICCEM) Published 2020-08-01
Light Field Image Quality Assessment: An Overview (2020)

Hailiang Huang Huanqiang Zeng Yu Tian Jing Chen Jianqing Zhu Kai-Kuang Ma

human visual system model computer graphics image quality virtual reality computer vision +3 more

2020 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR) Published 2020-08-01

Previous Next

A systematic density-based clustering method using anchor points (2020)

T-MAN: a neural ensemble approach for person re-identification using spatio-temporal information (2020)

Online Few-shot Gesture Learning on a Neuromorphic Processor (2020)

Artificial intelligence and the role of researchers: Can it replace us? (2020)

Artificial intelligence and moral rights (2020)

Y4-Net: a deep learning solution to one-shot dual-wavelength digital holographic reconstruction. (2020)

Unsupervised phase learning and extraction from quasiperiodic multidimensional time-series data (2020)

Unsupervised Deep Cross-modality Spectral Hashing (2020)

Translation-Based Sequential Recommendation for Complex Users on Sparse Data (2020)

TactileSGNet: A Spiking Graph Neural Network for Event-based Tactile Object Recognition. (2020)

Skin lesion segmentation via generative adversarial networks with dual discriminators. (2020)

Pruning 3D Filters For Accelerating 3D ConvNets (2020)

Physical-Based Automatic Target Recognition Using Angular-Diversity Electromagnetic Scattering Data (2020)

On recommendation-aware content caching for 6G: An artificial intelligence and optimization empowered paradigm (2020)

Multi-classifier information fusion in risk analysis (2020)

Motion-Guided Cascaded Refinement Network for Video Object Segmentation (2020)

MobileDA: Toward Edge-Domain Adaptation (2020)

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

Machine-learning-enhanced stabilized cr-MREPT for noise-robust and artifact-reduced electrical properties reconstruction (2020)

Light Field Image Quality Assessment: An Overview (2020)