Publications - Machine Learning SG

Image caption generation with dual attention mechanism (2020)

Maofu Liu Lingjun Li Huijun Hu Weili Guan Jing Tian

convolutional neural network feature recurrent neural network closed captioning encoder +6 more

Information Processing and Management 5 citations Published 2020-03-01
Heterogeneous oblique random forest (2020)

Rakesh Katuwal Ponnuthurai N. Suganthan Le Zhang

random forest oblique case hyperplane decision tree ranking +3 more

Pattern Recognition 11 citations Published 2020-03-01
Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization (2020)

Haoliang Li Sinno Jialin Pan Shiqi Wang Alex C. Kot

matrix decomposition reproducing kernel hilbert space matrix completion kernel hilbert space +6 more

IEEE Transactions on Neural Networks 6 citations Published 2020-03-01
Glaucoma management in the era of artificial intelligence. (2020)

Sripad Krishna Devalla Zhang Liang Tan Hung Pham Craig Boote Nicholas G Strouthidis Alexandre H Thiery Michael J A Girard

retinal ganglion glaucoma optic nerve retinal medicine +4 more

British Journal of Ophthalmology 8 citations Published 2020-03-01
Fusing Semantics and Motion State Detection for Robust Visual SLAM (2020)

Gaurav Singh Meiqing Wu Siew-Kei Lam

pose robustness computer vision semantics artificial intelligence +4 more

2020 IEEE Winter Conference on Applications of Computer Vision (WACV) Published 2020-03-01
Fast Postprocessing for Difficult Discrete Energy Minimization Problems (2020)

Ijaz Akhter Loong Fah Cheong Richard Hartley

shortest path problem directed acyclic graph energy minimization algorithm binary number +3 more

2020 IEEE Winter Conference on Applications of Computer Vision (WACV) Published 2020-03-01
Euclidean Distance based Loss Function for Eye-Gaze Estimation (2020)

Bu Sung Lee Romphet Phattharaphon Seanglidet Yean Jigang Liu Manoj Shakya

euclidean distance eye tracking convolutional neural network artificial neural network cross entropy +5 more

2020 IEEE Sensors Applications Symposium (SAS) Published 2020-03-01
ELM embedded discriminative dictionary learning for image classification. (2020)

Yijie Zeng Yue Li Jichao Chen Xiaofan Jia Guang-Bin Huang

feature learning sparse approximation feature vector extreme learning machine discriminative model +6 more

Neural Networks Published 2020-03-01
ECG signal denoising based on deep factor analysis (2020)

Ge Wang Lin Yang Ming Liu Xin Yuan Peng Xiong Feng Lin Xiuling Liu

noise reduction frequency domain robustness artificial neural network gradient descent +6 more

Biomedical Signal Processing and Control 2 citations Published 2020-03-01
Distributed Dynamic Resource Management and Pricing in the IoT Systems With Blockchain-as-a-Service and UAV-Enabled Mobile Edge Computing (2020)

Alia Asheralieva Dusit Niyato

mobile edge computing reinforcement learning resource allocation resource management cloud computing +6 more

IEEE Internet of Things Journal 5 citations Published 2020-03-01
DIPNet: Dynamic Identity Propagation Network for Video Object Segmentation (2020)

Ping Hu Jun Liu Gang Wang Vitaly Ablavsky Kate Saenko Stan Sclaroff

robustness segmentation computer vision artificial intelligence computer science +3 more

2020 IEEE Winter Conference on Applications of Computer Vision (WACV) Published 2020-03-01
Detecting Accounting Fraud in Publicly Traded U.S. Firms Using a Machine Learning Approach (2020)

Yang Bao Bin Ke Bin Li Y. Julia Yu Jie Zhang

accounting research financial ratio ensemble learning ranking model building +8 more

Journal of Accounting Research 8 citations Published 2020-03-01
Deep Variational and Structural Hashing (2020)

Venice Erin Liong Jiwen Lu Ling-Yu Duan Yap-Peng Tan

hash function binary code binary number probabilistic logic encoding +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 14 citations Published 2020-03-01
Deep artifact-free residual network for single-image super-resolution (2020)

Hamdollah Nasrollahi Kamran Farajzadeh Vahid Hosseini Esmaeil Zarezadeh Milad Abdollahzadeh Milad Abdollahzadeh

image quality convolutional neural network iterative reconstruction residual computer vision +5 more

Signal, Image and Video Processing 2 citations Published 2020-03-01
Coronary Artery Fibrous Plaque Detection Based on Multi-Scale Convolutional Neural Networks (2020)

Xiuling Liu Jiaxing Du Jianli Yang Peng Xiong Jing Liu Jing Liu Jing Liu Feng Lin

coronary arteries deep learning convolutional neural network optical coherence tomography robustness +6 more

Journal of Signal Processing Systems 1 citations Published 2020-03-01
Communication-efficient distributed multi-task learning with matrix sparsity regularization (2020)

Qiang Zhou Yu Chen Sinno Jialin Pan

multi task learning regularization distributed computing environment rate of convergence matrix +4 more

Machine Learning Published 2020-03-01
CAOM: A community-based approach to tackle opinion maximization for social networks (2020)

Qiang He Xingwei Wang Fubing Mao Fubing Mao Jianhui Lv Yuliang Cai Min Huang Qingzheng Xu

maximization computational complexity theory social network machine learning computer science +5 more

Information Sciences 3 citations Published 2020-03-01
Boosted Kernelized Correlation Filters for Event-based Face Detection (2020)

Bharath Ramesh Hong Yang

face detection feature learning boosting deep learning asynchronous communication +6 more

2020 IEEE Winter Applications of Computer Vision Workshops (WACVW) 1 citations Published 2020-03-01
Blind Noisy Image Quality Assessment Using Sub-Band Kurtosis (2020)

Chenwei Deng Shuigen Wang Alan C. Bovik Guang-Bin Huang Baojun Zhao

colors of noise noise measurement kurtosis impulse noise additive white gaussian noise +6 more

IEEE Transactions on Systems, Man, and Cybernetics 7 citations Published 2020-03-01
Bayesian Deep-Learning-Based Health Prognostics Toward Prognostics Uncertainty (2020)

Weiwen Peng Zhi-Sheng Ye Nan Chen

prognostics uncertainty quantification deep learning artificial neural network bayesian probability +6 more

IEEE Transactions on Industrial Electronics 5 citations Published 2020-03-01

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Image caption generation with dual attention mechanism (2020)

Heterogeneous oblique random forest (2020)

Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization (2020)

Glaucoma management in the era of artificial intelligence. (2020)

Fusing Semantics and Motion State Detection for Robust Visual SLAM (2020)

Fast Postprocessing for Difficult Discrete Energy Minimization Problems (2020)

Euclidean Distance based Loss Function for Eye-Gaze Estimation (2020)

ELM embedded discriminative dictionary learning for image classification. (2020)

ECG signal denoising based on deep factor analysis (2020)

Distributed Dynamic Resource Management and Pricing in the IoT Systems With Blockchain-as-a-Service and UAV-Enabled Mobile Edge Computing (2020)

DIPNet: Dynamic Identity Propagation Network for Video Object Segmentation (2020)

Detecting Accounting Fraud in Publicly Traded U.S. Firms Using a Machine Learning Approach (2020)

Deep Variational and Structural Hashing (2020)

Deep artifact-free residual network for single-image super-resolution (2020)

Coronary Artery Fibrous Plaque Detection Based on Multi-Scale Convolutional Neural Networks (2020)

Communication-efficient distributed multi-task learning with matrix sparsity regularization (2020)

CAOM: A community-based approach to tackle opinion maximization for social networks (2020)

Boosted Kernelized Correlation Filters for Event-based Face Detection (2020)

Blind Noisy Image Quality Assessment Using Sub-Band Kurtosis (2020)

Bayesian Deep-Learning-Based Health Prognostics Toward Prognostics Uncertainty (2020)