Publications - Machine Learning SG

Recent Trends in Deep Learning Based Personality Detection (2019)

Yash Mehta Navonil Majumder Alexander Gelbukh Erik Cambria

personality big five personality traits affective computing deep learning trait +4 more

arXiv preprint arXiv:1908.03628 Published 2019-08-07
Learning Aberrance Repressed Correlation Filters for Real-Time UAV Tracking (2019)

Ziyuan Huang Changhong Fu Yiming Li Fuling Lin Peng Lu

video tracking discriminative model bittorrent tracker computer vision computer science +6 more

arXiv preprint arXiv:1908.02231 2 citations Published 2019-08-06
Learning Lightweight Lane Detection CNNs by Self Attention Distillation (2019)

Yuenan Hou Zheng Ma Chunxiao Liu Chen Change Loy

feature learning convolutional neural network inference machine learning computer science +6 more

arXiv preprint arXiv:1908.00821 11 citations Published 2019-08-02
Hydrodynamic object identification with artificial neural models. (2019)

Sreetej Lakkam B T Balamurali Roland Bouffanais

artificial neural network inverse problem sensor array potential flow obstacle +6 more

Scientific Reports Published 2019-08-02
Trust Dynamics and Transfer across Human-Robot Interaction Tasks: Bayesian and Neural Computational Models. (2019)

David Hsu Harold Soh Shu Pan Min Chen

computational model human robot interaction bayesian probability artificial intelligence computer science

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence 1 citations Published 2019-08-01
Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation. (2019)

Jiahao Lin Gim Hee Lee

pose factorization trajectory computer vision computer science +2 more

BMVC 3 citations Published 2019-08-01
Towards Robotic Picking of Targets with Background Distractors using Deep Reinforcement Learning (2019)

Chen Chen Hsieh-Yu Li Xuewen Zhang Xiang Liu U-Xuan Tan

reinforcement learning grasp robot computer vision computer science +2 more

2019 WRC Symposium on Advanced Robotics and Automation (WRC SARA) 1 citations Published 2019-08-01
The BEA-2019 Shared Task on Grammatical Error Correction. (2019)

Christopher Bryant Mariano Felice Øistein E. Andersen Ted Briscoe

test set test data natural language processing computer science artificial intelligence +1 more

Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications 74 citations Published 2019-08-01
The applicability of Generic Self-Evolving Takagi-Sugeno-Kang neuro-fuzzy model in modeling rainfall–runoff and river routing (2019)

Mohammad Ashrafi Lloyd H. C. Chua Lloyd H. C. Chua Chai Quek

neuro fuzzy computer science artificial intelligence local learning rainfall runoff +2 more

Hydrology Research 3 citations Published 2019-08-01
Synergistic sensing of stratified structures enhancing touch recognition for multifunctional interactive electronics (2019)

Xinqin Liao Wensong Wang Longjie Zhong Xinquan Lai Yuanjin Zheng

robotics scalability electronics computer hardware cryptography +6 more

Nano Energy 3 citations Published 2019-08-01
Sequential Classification with Empirically Observed Statistics (2019)

Mahdi Haghifam Vincent Y. F. Tant Ashish Khisti

statistical classification classifier machine learning binary number computer science +4 more

2019 IEEE Information Theory Workshop (ITW) 2 citations Published 2019-08-01
Revisiting Jump-Diffusion Process for Visual Tracking: A Reinforcement Learning Approach (2019)

Xiaobai Liu Qian Xu Thuan Chau Yadong Mu Lei Zhu Shuicheng Yan

markov decision process reinforcement learning markov process jump diffusion visualization +6 more

IEEE Transactions on Circuits and Systems for Video Technology 5 citations Published 2019-08-01
Real-time identification of pedestrian meeting and split events from surveillance videos using motion similarity and its applications (2019)

Arun Kumar Chandran Loh Ai Poh Prahlad Vadakkepat

pedestrian detection pedestrian cluster analysis pixel computer vision +6 more

Journal of Real-time Image Processing 5 citations Published 2019-08-01
Prediction of mobile image saliency and quality under cloud computing environment (2019)

Zhifang Xia Weiling Chen Qiaohong Li Feiniu Yuan Chuangeng Tian Lu Tang

salience quality of experience image quality scene statistics cloud computing +6 more

Digital Signal Processing Published 2019-08-01
Partial Label Learning by Semantic Difference Maximization. (2019)

Lei Feng Bo An

maximization natural language processing computer science artificial intelligence semantic difference

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence 12 citations Published 2019-08-01
OpenSolar: Promoting the openness and accessibility of diverse public solar datasets (2019)

Cong Feng Dazhi Yang Bri-Mathias Hodge Bri-Mathias Hodge Jie Zhang

solar power solar energy renewable energy electric power system python +6 more

Solar Energy 8 citations Published 2019-08-01
Multilateral Teleoperation With New Cooperative Structure Based on Reconfigurable Robots and Type-2 Fuzzy Logic (2019)

Da Sun Qianfang Liao Xiaoyi Gu Changsheng Li Hongliang Ren

teleoperation fuzzy logic robot haptic technology controller +6 more

IEEE Transactions on Systems, Man, and Cybernetics 12 citations Published 2019-08-01
Multi-Mosquito Object Detection and 2D Pose Estimation for Automation of PfSPZ Malaria Vaccine Production (2019)

Hongtao Wu Jiteng Mu Ting Da Mengdi Xu Russell H. Taylor Iulian Iordachita Gregory S. Chirikjian

pfspz vaccine object detection pose deep learning minimum bounding box +6 more

2019 IEEE 15th International Conference on Automation Science and Engineering (CASE) 3 citations Published 2019-08-01
Machine Learning-based Jamming Detection in Wireless IoT Networks (2019)

Bikalpa Upadhyaya Sumei Sun Biplab Sikdar

jamming wireless network wireless multipath propagation computer science +6 more

2019 IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS) Published 2019-08-01
Machine learning-based coronary artery disease diagnosis: A comprehensive review. (2019)

Roohallah Alizadehsani Moloud Abdar Mohamad Roshanzamir Abbas Khosravi Parham M. Kebria Fahime Khozeimeh Saeid Nahavandi Nizal Sarrafzadegan Nizal Sarrafzadegan U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya

cad coronary artery disease sample size determination feature selection data collection +6 more

Computers in Biology and Medicine 24 citations Published 2019-08-01

Previous Next

Recent Trends in Deep Learning Based Personality Detection (2019)

Learning Aberrance Repressed Correlation Filters for Real-Time UAV Tracking (2019)

Learning Lightweight Lane Detection CNNs by Self Attention Distillation (2019)

Hydrodynamic object identification with artificial neural models. (2019)

Trust Dynamics and Transfer across Human-Robot Interaction Tasks: Bayesian and Neural Computational Models. (2019)

Trajectory Space Factorization for Deep Video-Based 3D Human Pose Estimation. (2019)

Towards Robotic Picking of Targets with Background Distractors using Deep Reinforcement Learning (2019)

The BEA-2019 Shared Task on Grammatical Error Correction. (2019)

The applicability of Generic Self-Evolving Takagi-Sugeno-Kang neuro-fuzzy model in modeling rainfall–runoff and river routing (2019)

Synergistic sensing of stratified structures enhancing touch recognition for multifunctional interactive electronics (2019)

Sequential Classification with Empirically Observed Statistics (2019)

Revisiting Jump-Diffusion Process for Visual Tracking: A Reinforcement Learning Approach (2019)

Real-time identification of pedestrian meeting and split events from surveillance videos using motion similarity and its applications (2019)

Prediction of mobile image saliency and quality under cloud computing environment (2019)

Partial Label Learning by Semantic Difference Maximization. (2019)

OpenSolar: Promoting the openness and accessibility of diverse public solar datasets (2019)

Multilateral Teleoperation With New Cooperative Structure Based on Reconfigurable Robots and Type-2 Fuzzy Logic (2019)

Multi-Mosquito Object Detection and 2D Pose Estimation for Automation of PfSPZ Malaria Vaccine Production (2019)

Machine Learning-based Jamming Detection in Wireless IoT Networks (2019)

Machine learning-based coronary artery disease diagnosis: A comprehensive review. (2019)