Publications - Machine Learning SG

Skeleton-Based Online Action Prediction Using Scale Selection Network (2020)

Jun Liu Amir Shahroudy Gang Wang Ling-Yu Duan Alex C. Kot

sliding window protocol feature selection data mining artificial intelligence computer science +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 38 citations Published 2020-06-01
RS-HeRR: a rough set-based Hebbian rule reduction neuro-fuzzy system (2020)

Feng Liu Arif Ahmed Sekh Chai Quek Geok See Ng Dilip K. Prasad

neuro fuzzy rough set fuzzy logic fuzzy control system hebbian theory +6 more

Neural Computing and Applications Published 2020-06-01
Rethinking Importance Weighting for Deep Learning under Distribution Shift (2020)

Tongtong Fang Nan Lu Gang Niu Masashi Sugiyama

weighting deep learning computer science machine learning artificial intelligence

Advances in Neural Information Processing Systems 2 citations Published 2020-06-01
Origami-Layer-Jamming Deployable Surgical Retractor With Variable Stiffness and Tactile Sensing (2020)

Hritwick Banerjee Tai Kai Li Godwin Ponraj Senthil Kumar Kirthika Chwee Ming Lim Hongliang Ren

stiffness retractor jamming robotics structural engineering +3 more

Journal of Mechanisms and Robotics 1 citations Published 2020-06-01
Natural Language Processing and Futures Studies (2020)

Walter Kehl Mike Jackson Alessandro Fergnani

futures studies big data natural language processing software computer science +1 more

World Futures Review 1 citations Published 2020-06-01
Multiple Transfer Learning and Multi-Label Balanced Training Strategies for Facial AU Detection in the Wild (2020)

Sijie Ji Kai Wang Xiaojiang Peng Jianfei Yang Zhaoyang Zeng Yu Qiao

transfer of learning artificial intelligence computer science

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops Published 2020-06-01
M2SGD: Learning to Learn Important Weights (2020)

Nicholas I-Hsien Kuo Mehrtash Harandi Nicolas Fourrier Christian Walder Gabriela Ferraro Hanna Suominen

computer science artificial intelligence learning to learn

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops 2 citations Published 2020-06-01
Joint Rain Detection and Removal from a Single Image with Contextualized Deep Networks (2020)

Wenhan Yang Robby T. Tan Jiashi Feng Zongming Guo Shuicheng Yan Jiaying Liu

visibility streak real image image restoration deep learning +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 72 citations Published 2020-06-01
Interpreting mechanisms of prediction for skin cancer diagnosis using multi-task learning. (2020)

Davide Coppola Hwee Kuan Lee Cuntai Guan

multi task learning skin cancer artificial intelligence computer science

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops 1 citations Published 2020-06-01
Exploring Unique Relevance for Mutual Information based Feature Selection (2020)

Shiyu Liu Mehul Motani

feature selection mutual information information theory boosting redundancy +3 more

2020 IEEE International Symposium on Information Theory (ISIT) Published 2020-06-01
Endoscope navigation with SLAM-based registration to computed tomography for transoral surgery (2020)

Liang Qiu Hongliang Ren

endoscope imaging phantom simultaneous localization and mapping point cloud visualization +6 more

International Journal of Intelligent Robotics and Applications Published 2020-06-01
Dynamic Modularity Approach to Adaptive Control of Robotic Systems With Closed Architecture (2020)

Hanlei Wang Wei Ren Chien Chern Cheah Yongchun Xie Shangke Lyu

adaptive control pid controller controller control system robotics +6 more

IEEE Transactions on Automatic Control 4 citations Published 2020-06-01
Defect pattern recognition on wafers using convolutional neural networks (2020)

Rui Wang Nan Chen

convolutional neural network pattern recognition semiconductor device fabrication computer science wafer +1 more

Quality and Reliability Engineering International 3 citations Published 2020-06-01
Deep Reinforcement Learning for Trajectory Design and Power Allocation in UAV Networks. (2020)

Nan Zhao Yiqiang Cheng Yiyang Pei Ying-Chang Liang Dusit Niyato

reinforcement learning trajectory artificial intelligence computer science

ICC 2020 - 2020 IEEE International Conference on Communications (ICC) 1 citations Published 2020-06-01
Deep learning for fabrication and maturation of 3D bioprinted tissues and organs (2020)

Wei Long Ng Alvin Chan Yew Soon Ong Chee Kai Chua

3d bioprinting biofabrication tissue engineering organ transplantation deep learning +4 more

Virtual and Physical Prototyping 5 citations Published 2020-06-01
Curvature: A Signature for Action Recognition in Video Sequences (2020)

He Chen Gregory S. Chirikjian

curvature pattern recognition artificial intelligence computer science action recognition +1 more

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops 1 citations Published 2020-06-01
Bottom-Up Scene Text Detection with Markov Clustering Networks (2020)

Zichuan Liu Guosheng Lin Wang Ling Goh

object detection convolutional neural network strongly connected component pattern recognition bounding overwatch +6 more

International Journal of Computer Vision Published 2020-06-01
An ensemble deep learning approach for driver lane change intention inference (2020)

Yang Xing Chen Lv Huaji Wang Dongpu Cao Efstathios Velenis

advanced driver assistance systems inference deep learning intelligent control statistical hypothesis testing +6 more

Transportation Research Part C-emerging Technologies 8 citations Published 2020-06-01
An efficient intrusion detection technique based on support vector machine and improved binary gravitational search algorithm (2020)

M. R. Gauthama Raman Nivethitha Somu Sahruday Jagarapu Tina Manghnani Thirumaran Selvam Kannan Krithivasan V. S. Shankar Sriram

intrusion detection system constant false alarm rate support vector machine premature convergence statistical hypothesis testing +6 more

Artificial Intelligence Review 11 citations Published 2020-06-01
An Artificial Intelligence Framework for Slice Deployment and Orchestration in 5G Networks (2020)

Ghina Dandachi Antonio De Domenico Dinh Thai Hoang Dusit Niyato

admission control orchestration resource management network congestion cloud computing +5 more

IEEE Transactions on Cognitive Communications and Networking 3 citations Published 2020-06-01

Previous Next

Skeleton-Based Online Action Prediction Using Scale Selection Network (2020)

RS-HeRR: a rough set-based Hebbian rule reduction neuro-fuzzy system (2020)

Rethinking Importance Weighting for Deep Learning under Distribution Shift (2020)

Origami-Layer-Jamming Deployable Surgical Retractor With Variable Stiffness and Tactile Sensing (2020)

Natural Language Processing and Futures Studies (2020)

Multiple Transfer Learning and Multi-Label Balanced Training Strategies for Facial AU Detection in the Wild (2020)

M2SGD: Learning to Learn Important Weights (2020)

Joint Rain Detection and Removal from a Single Image with Contextualized Deep Networks (2020)

Interpreting mechanisms of prediction for skin cancer diagnosis using multi-task learning. (2020)

Exploring Unique Relevance for Mutual Information based Feature Selection (2020)

Endoscope navigation with SLAM-based registration to computed tomography for transoral surgery (2020)

Dynamic Modularity Approach to Adaptive Control of Robotic Systems With Closed Architecture (2020)

Defect pattern recognition on wafers using convolutional neural networks (2020)

Deep Reinforcement Learning for Trajectory Design and Power Allocation in UAV Networks. (2020)

Deep learning for fabrication and maturation of 3D bioprinted tissues and organs (2020)

Curvature: A Signature for Action Recognition in Video Sequences (2020)

Bottom-Up Scene Text Detection with Markov Clustering Networks (2020)

An ensemble deep learning approach for driver lane change intention inference (2020)

An efficient intrusion detection technique based on support vector machine and improved binary gravitational search algorithm (2020)

An Artificial Intelligence Framework for Slice Deployment and Orchestration in 5G Networks (2020)