Publications - Machine Learning SG

Transferred deep learning based waveform recognition for cognitive passive radar (2019)

Qing Wang Panfei Du Jingyu Yang Guohua Wang Jianjun Lei Chunping Hou

deep learning convolutional neural network passive radar waveform classifier +6 more

Signal Processing 17 citations Published 2019-02-01
Tracking Control for Mobile Robot Based on Deep Reinforcement Learning (2019)

Shansi Zhang Weiming Wang

mobile robot reinforcement learning sample collection initialization piecewise +5 more

2019 2nd International Conference on Intelligent Autonomous Systems (ICoIAS) Published 2019-02-01
Tensor-driven low-rank discriminant analysis for image set classification (2019)

Jing Zhang Zhengnan Li Peiguang Jing Ye Liu Yuting Su

optimal discriminant analysis linear discriminant analysis multiple discriminant analysis transduction graph embedding +6 more

Multimedia Tools and Applications 4 citations Published 2019-02-01
Temporal Convolutional Memory Networks for Remaining Useful Life Estimation of Industrial Machinery (2019)

Lahiru Jayasinghe Tharaka Samarasinghe Chau Yuenv Jenny Chen Ni Low Shuzhi Sam Ge

deep learning artificial neural network convolutional neural network term linear model +6 more

2019 IEEE International Conference on Industrial Technology (ICIT) 11 citations Published 2019-02-01
Systematic Comprehension for Developer Reply in Mobile System Forum (2019)

Chenkai Guo Weijing Wang Yanfeng Wu Naipeng Dong Quanqi Ye Jing Xu Sen Zhang

sentiment analysis task analysis software development data science exploit +6 more

2019 IEEE 26th International Conference on Software Analysis, Evolution and Reengineering (SANER) 4 citations Published 2019-02-01
Subspace Clustering by Block Diagonal Representation (2019)

Canyi Lu Jiashi Feng Zhouchen Lin Tao Mei Shuicheng Yan

block matrix symmetric matrix cluster analysis spectral clustering linear subspace +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 108 citations Published 2019-02-01
Shading‐Based Surface Recovery Using Subdivision‐Based Representation (2019)

Teng Deng Jianmin Zheng Jianfei Cai Tat‐Jen Cham

subdivision shading computer vision computer science artificial intelligence +1 more

Computer Graphics Forum 2 citations Published 2019-02-01
Real-Time Robotic Manipulation of Cylindrical Objects in Dynamic Scenarios Through Elliptic Shape Primitives (2019)

Huixu Dong Ehsan Asadi Guangbin Sun Dilip K. Prasad I-Ming Chen

object detection ellipse robot computer vision curvature +6 more

IEEE Transactions on Robotics 7 citations Published 2019-02-01
Rapid extraction of the hottest or coldest regions of medical thermographic images (2019)

Mahnaz Etehadtavakol Zahra Emrani E. Y. K. Ng

segmentation mean shift thermography level set computer vision +6 more

Medical & Biological Engineering & Computing 8 citations Published 2019-02-01
Particle swarm Optimized Density-based Clustering and Classification: Supervised and unsupervised learning approaches (2019)

Chun Guan Chun Guan Kevin Kam Fung Yuen Kevin Kam Fung Yuen Frans Coenen

dbscan cluster analysis unsupervised learning particle swarm optimization fitness function +6 more

Swarm and evolutionary computation 9 citations Published 2019-02-01
Nondestructive measurement of internal quality attributes of apple fruit by using NIR spectroscopy (2019)

Yuan Wu Lingling Li Li Liu Ye Liu

smoothing principal component analysis particle swarm optimization artificial neural network near infrared spectroscopy +6 more

Multimedia Tools and Applications 8 citations Published 2019-02-01
Nature grasping by a cable-driven under-actuated anthropomorphic robotic hand (2019)

Li Tian Nadia Magnenat Thalman Daniel Thalmann Jianmin Zheng

grasp motion control kinematics trajectory computer vision +6 more

TELKOMNIKA Telecommunication Computing Electronics and Control 2 citations Published 2019-02-01
Multivariate Regression with Gross Errors on Manifold-Valued Data (2019)

Xiaowei Zhang Xudong Shi Yu Sun Li Cheng

multivariate statistics bayesian multivariate linear regression regression analysis manifold geodesic +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 1 citations Published 2019-02-01
Multimodal hyper-connectivity of functional networks using functionally-weighted LASSO for MCI classification. (2019)

Yang Li Jingyu Liu Xinqiang Gao Biao Jie Minjeong Kim Pew Thian Yap Chong Yaw Wee Dinggang Shen Dinggang Shen

lasso discriminative model inference pattern recognition least squares +6 more

Medical Image Analysis 18 citations Published 2019-02-01
Multi-Prototype Networks for Unconstrained Set-based Face Recognition (2019)

Jian Zhao Jian Zhao Jian Zhao Jianshu Li Xiaoguang Tu Fang Zhao Yuan Xin Junliang Xing Hengzhu Liu Shuicheng Yan Jiashi Feng

facial recognition system computer vision computer science artificial intelligence

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence 6 citations Published 2019-02-01
Multi-label learning of part detectors for occluded pedestrian detection (2019)

Chunluan Zhou Junsong Yuan

pedestrian detection convolutional neural network boosting decision tree pattern recognition +6 more

Pattern Recognition 8 citations Published 2019-02-01
Learning desk fan usage preferences for personalised thermal comfort in shared offices using tree-based methods (2019)

Sindhu S. Shetty Duc Chinh Hoang Manish Gupta S.K. Panda

desk random forest decision tree data collection test set +6 more

Building and Environment 6 citations Published 2019-02-01
Hough Forest With Optimized Leaves for Global Hand Pose Estimation With Arbitrary Postures (2019)

Hui Liang Junsong Yuan Jun Lee Liuhao Ge Daniel Thalmann

pose gesture recognition robustness convolutional neural network augmented reality +6 more

IEEE Transactions on Systems, Man, and Cybernetics 8 citations Published 2019-02-01
Hierarchical Contextual Refinement Networks for Human Pose Estimation (2019)

Xuecheng Nie Jiashi Feng Junliang Xing Shengtao Xiao Shuicheng Yan

pose machine learning iterative method hierarchy computer science +4 more

IEEE Transactions on Image Processing 9 citations Published 2019-02-01
Heart rate variability based machine learning models for risk prediction of suspected sepsis patients in the emergency department. (2019)

Calvin J. Chiew Nan Liu Nan Liu Takashi Tagami Takashi Tagami Ting Hway Wong Zhi Xiong Koh Marcus E. H. Ong Marcus E. H. Ong Marcus E. H. Ong

early warning score mews triage emergency department systemic inflammatory response syndrome +6 more

Medicine 23 citations Published 2019-02-01

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Transferred deep learning based waveform recognition for cognitive passive radar (2019)

Tracking Control for Mobile Robot Based on Deep Reinforcement Learning (2019)

Tensor-driven low-rank discriminant analysis for image set classification (2019)

Temporal Convolutional Memory Networks for Remaining Useful Life Estimation of Industrial Machinery (2019)

Systematic Comprehension for Developer Reply in Mobile System Forum (2019)

Subspace Clustering by Block Diagonal Representation (2019)

Shading‐Based Surface Recovery Using Subdivision‐Based Representation (2019)

Real-Time Robotic Manipulation of Cylindrical Objects in Dynamic Scenarios Through Elliptic Shape Primitives (2019)

Rapid extraction of the hottest or coldest regions of medical thermographic images (2019)

Particle swarm Optimized Density-based Clustering and Classification: Supervised and unsupervised learning approaches (2019)

Nondestructive measurement of internal quality attributes of apple fruit by using NIR spectroscopy (2019)

Nature grasping by a cable-driven under-actuated anthropomorphic robotic hand (2019)

Multivariate Regression with Gross Errors on Manifold-Valued Data (2019)

Multimodal hyper-connectivity of functional networks using functionally-weighted LASSO for MCI classification. (2019)

Multi-Prototype Networks for Unconstrained Set-based Face Recognition (2019)

Multi-label learning of part detectors for occluded pedestrian detection (2019)

Learning desk fan usage preferences for personalised thermal comfort in shared offices using tree-based methods (2019)

Hough Forest With Optimized Leaves for Global Hand Pose Estimation With Arbitrary Postures (2019)

Hierarchical Contextual Refinement Networks for Human Pose Estimation (2019)

Heart rate variability based machine learning models for risk prediction of suspected sepsis patients in the emergency department. (2019)