Publications - Machine Learning SG

Efficient decision-making for multiagent target searching and occupancy in an unknown environment (2019)

Fuhan Yan Fuhan Yan Kai Di Jiuchuan Jiang Yichuan Jiang Hui Fan

machine learning net income computer science occupancy artificial intelligence

Robotics and Autonomous Systems 2 citations Published 2019-04-01
Driver Activity Recognition for Intelligent Vehicles: A Deep Learning Approach (2019)

Yang Xing Chen Lv Huaji Wang Dongpu Cao Efstathios Velenis Fei-Yue Wang

deep learning convolutional neural network activity recognition transfer of learning binary classification +6 more

IEEE Transactions on Vehicular Technology 54 citations Published 2019-04-01
Domain Adaption via Feature Selection on Explicit Feature Map (2019)

Wan-Yu Deng Amaury Lendasse Yew-Soon Ong Ivor Wai-Hung Tsang Lin Chen Qing-Hua Zheng

feature vector feature extraction feature selection invariant discriminative model +6 more

IEEE Transactions on Neural Networks 15 citations Published 2019-04-01
Distal-end force prediction of tendon-sheath mechanisms for flexible endoscopic surgical robots using deep learning (2019)

Xiaoguo Li Lin Cao Anthony Meng Huat Tiong Phuoc Thien Phan Soo Jay Phee

multilayer perceptron haptic technology recurrent neural network robot deep learning +6 more

Mechanism and Machine Theory 14 citations Published 2019-04-01
Discriminative Spatio-Temporal Pattern Discovery for 3D Action Recognition (2019)

Junwu Weng Chaoqun Weng Junsong Yuan Zicheng Liu

naive bayes classifier linear classifier discriminative model k nearest neighbors algorithm mutual information +6 more

IEEE Transactions on Circuits and Systems for Video Technology 17 citations Published 2019-04-01
Deep-Learning Schemes for Full-Wave Nonlinear Inverse Scattering Problems (2019)

Zhun Wei Xudong Chen

inverse scattering problem iterative method inverse problem artificial neural network deep learning +6 more

IEEE Transactions on Geoscience and Remote Sensing 68 citations Published 2019-04-01
Deep Visual Saliency on Stereoscopic Images (2019)

Anh-Duc Nguyen Jongyoo Kim Heeseok Oh Haksub Kim Weisi Lin Sanghoon Lee

salience convolutional neural network image restoration deep learning feature extraction +6 more

IEEE Transactions on Image Processing 10 citations Published 2019-04-01
Deep Learning Models for Tuberculosis Detection from Chest X-ray Images (2019)

Quang H. Nguyen Binh P. Nguyen Son D. Dao Balagopal Unnikrishnan Rajan Dhingra Savitha Rani Ravichandran Sravani Satpathy Palaparthi Nirmal Raja Matthew C. H. Chua

transfer of learning deep learning medical imaging modalities machine learning +6 more

2019 26th International Conference on Telecommunications (ICT) 5 citations Published 2019-04-01
Crossfire Attack Detection Using Deep Learning in Software Defined ITS Networks (2019)

Akash Raj Narayanadoss Tram Truong-Huu Purnima Murali Mohan Mohan Gurusamy

dynamic network analysis core network intelligent transportation system cellular network emulation +6 more

2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring) 1 citations Published 2019-04-01
Compact Descriptors for Video Analysis: The Emerging MPEG Standard (2019)

Ling-Yu Duan Yihang Lou Yan Bai Tiejun Huang Wen Gao Vijay Chandrasekhar Jie Lin Shiqi Wang Alex Chichung Kot

interoperability bitstream feature extraction visualization transform coding +6 more

IEEE MultiMedia 23 citations Published 2019-04-01
Blood vessel segmentation from fundus image by a cascade classification framework (2019)

Xiaohong Wang Xudong Jiang Jianfeng Ren

segmentation mahalanobis distance classifier data structure pattern recognition +6 more

Pattern Recognition 31 citations Published 2019-04-01
Automated classification of hand movements using tunable-Q wavelet transform based filter-bank with surface electromyogram signals (2019)

Anurag Nishad Abhay Upadhyay Ram Bilas Pachori U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya

wavelet transform filter bank entropy classifier pattern recognition +6 more

Future Generation Computer Systems 18 citations Published 2019-04-01
Artificial intelligence in healthcare robots: A social informatics study of knowledge embodiment (2019)

L. G. Pee Shan L. Pan Lili Cui

social informatics information science technological determinism robot health care +5 more

Journal of the Association for Information Science and Technology 6 citations Published 2019-04-01
A Rotation-Invariant Additive Vector Sequence Based Star Pattern Recognition (2019)

Deval Samirbhai Mehta Shoushun Chen Kay-Soon Low

star tracker feature extraction invariant stars pattern recognition +3 more

IEEE Transactions on Aerospace and Electronic Systems 2 citations Published 2019-04-01
A novel framework for robust long-term object tracking in real-time (2019)

Xiaoxu Zheng Bharath Ramesh Zhi Gao Yue Yang Cheng Xiang

video tracking object detection detector computer vision artificial intelligence +3 more

machine vision applications Published 2019-04-01
2ED: An Efficient Entity Extraction Algorithm Using Two-Level Edit-Distance (2019)

Zeyi Wen Dong Deng Rui Zhang Ramamohanarao Kotagiri

edit distance string searching algorithm f1 score security token approximation algorithm +6 more

2019 IEEE 35th International Conference on Data Engineering (ICDE) 4 citations Published 2019-04-01
14 A novel representation of ECG beat-to-beat variation (2019)

Nan Liu Dagang Guo Zhi Xiong Koh Andrew Fu Wah Ho Marcus Eng Hock Ong Marcus Eng Hock Ong

heart rate variability detrended fluctuation analysis poincare plot frequency domain qrs complex +6 more

Abstracts Published 2019-04-01
Discrete Rotation Equivariance for Point Cloud Recognition. (2019)

Jiaxin Li Yingcai Bi Gim Hee Lee

rotation group so point cloud permutation feature vector shuffling +6 more

arXiv: Computer Vision and Pattern Recognition Published 2019-03-31
USIP: Unsupervised Stable Interest Point Detection from 3D Point Clouds (2019)

Jiaxin Li Gim Hee Lee

interest point detection point cloud detector ground truth probabilistic logic +6 more

arXiv preprint arXiv:1904.00229 2 citations Published 2019-03-30
Multi-Region Risk-Sensitive Cognitive Ensembler for Accurate Detection of Attention-Deficit/Hyperactivity Disorder (2019)

Vasily Sachnev Sundaram Suresh Narasimman Sundararajan Belathur Suresh Mahanand Muhammad W. Azeem Saras Saraswathi

hinge loss multiclass classification classifier extreme learning machine crossover +6 more

Cognitive Computation 3 citations Published 2019-03-30

Previous Next

Efficient decision-making for multiagent target searching and occupancy in an unknown environment (2019)

Driver Activity Recognition for Intelligent Vehicles: A Deep Learning Approach (2019)

Domain Adaption via Feature Selection on Explicit Feature Map (2019)

Distal-end force prediction of tendon-sheath mechanisms for flexible endoscopic surgical robots using deep learning (2019)

Discriminative Spatio-Temporal Pattern Discovery for 3D Action Recognition (2019)

Deep-Learning Schemes for Full-Wave Nonlinear Inverse Scattering Problems (2019)

Deep Visual Saliency on Stereoscopic Images (2019)

Deep Learning Models for Tuberculosis Detection from Chest X-ray Images (2019)

Crossfire Attack Detection Using Deep Learning in Software Defined ITS Networks (2019)

Compact Descriptors for Video Analysis: The Emerging MPEG Standard (2019)

Blood vessel segmentation from fundus image by a cascade classification framework (2019)

Automated classification of hand movements using tunable-Q wavelet transform based filter-bank with surface electromyogram signals (2019)

Artificial intelligence in healthcare robots: A social informatics study of knowledge embodiment (2019)

A Rotation-Invariant Additive Vector Sequence Based Star Pattern Recognition (2019)

A novel framework for robust long-term object tracking in real-time (2019)

2ED: An Efficient Entity Extraction Algorithm Using Two-Level Edit-Distance (2019)

14 A novel representation of ECG beat-to-beat variation (2019)

Discrete Rotation Equivariance for Point Cloud Recognition. (2019)

USIP: Unsupervised Stable Interest Point Detection from 3D Point Clouds (2019)

Multi-Region Risk-Sensitive Cognitive Ensembler for Accurate Detection of Attention-Deficit/Hyperactivity Disorder (2019)