Publications - Machine Learning SG

Efficient and Privacy-Preserving Online Medical Prediagnosis Framework Using Nonlinear SVM (2017)

Hui Zhu Xiaoxia Liu Rongxing Lu Hui Li

service provider encryption information security cryptography support vector machine +6 more

IEEE Journal of Biomedical and Health Informatics 62 citations Published 2017-05-01
Drug-Target Interaction Prediction with Graph Regularized Matrix Factorization (2017)

Ali Ezzat Peilin Zhao Min Wu Xiao-Li Li Chee-Keong Kwoh

matrix decomposition bipartite graph cross validation nonlinear dimensionality reduction kernel +7 more

IEEE/ACM Transactions on Computational Biology and Bioinformatics 115 citations Published 2017-05-01
Diagnosis of retinal health in digital fundus images using continuous wavelet transform (CWT) and entropies (2017)

Joel E.W. Koh U. Rajendra Acharya Yuki Hagiwara U. Raghavendra Jen Hong Tan S. Vinitha Sree Sulatha V. Bhandary A. Krishna Rao Sobha Sivaprasad Kuang Chua Chua Augustinus Laude Louis Tong

mass screening fundus computer aided diagnosis wavelet transform random forest +6 more

Computers in Biology and Medicine 27 citations Published 2017-05-01
Deep Hashing for Scalable Image Search (2017)

Jiwen Lu Venice Erin Liong Jie Zhou

binary code binary number hash function feature vector artificial neural network +7 more

IEEE Transactions on Image Processing 79 citations Published 2017-05-01
Convolutional neural network-based transfer learning and knowledge distillation using multi-subject data in motor imagery BCI (2017)

Siavash Sakhavi Cuntai Guan

convolutional neural network data modeling motor imagery brain computer interface transfer of learning +7 more

2017 8th International IEEE/EMBS Conference on Neural Engineering (NER) 16 citations Published 2017-05-01
Collaborative topic regression for online recommender systems: an online and Bayesian approach (2017)

Chenghao Liu Tao Jin Steven C. Hoi Peilin Zhao Jianling Sun

collaborative filtering recommender system topic model bayesian inference inference +7 more

Machine Learning 21 citations Published 2017-05-01
Attentive Contexts for Object Detection (2017)

Jianan Li Yunchao Wei Xiaodan Liang Jian Dong Tingfa Xu Jiashi Feng Shuicheng Yan

object detection context model subnetwork convolutional neural network artificial neural network +6 more

IEEE Transactions on Multimedia 123 citations Published 2017-05-01
Event Classification in Microblogs via Social Tracking (2017)

Yue Gao Hanwang Zhang Xibin Zhao Shuicheng Yan

microblogging social media deep learning markov random field information sharing +6 more

ACM Transactions on Intelligent Systems and Technology 22 citations Published 2017-04-22
Deep Self-Taught Learning for Weakly Supervised Object Localization (2017)

Zequn Jie Yunchao Wei Xiaojie Jin Jiashi Feng Wei Liu

boosting overfitting detector pattern recognition bounding overwatch +5 more

arXiv preprint arXiv:1704.05188 26 citations Published 2017-04-18
Customized Consensus Spectral Library Building for Untargeted Quantitative Metabolomics Analysis with Data Independent Acquisition Mass Spectrometry and MetaboDIA Workflow. (2017)

Gengbo Chen Scott Walmsley Gemmy C.M. Cheung Liyan Chen Ching Yu Cheng Roger W. Beuerman Tien Yin Wong Lei Zhou Hyungwon Choi Hyungwon Choi

data independent acquisition population mass spectrometry workflow metabolomics +7 more

Analytical Chemistry 18 citations Published 2017-04-18
Automatic Welding Seam Tracking and Identification (2017)

Xinde Li Xianghui Li Shuzhi Sam Ge Mohammad Omar Khyam Chaomin Luo

robot welding welding centroid kalman filter robustness +7 more

IEEE Transactions on Industrial Electronics 38 citations Published 2017-04-18
Off-Policy Reinforcement Learning for Synchronization in Multiagent Graphical Games (2017)

Jinna Li Hamidreza Modares Tianyou Chai Frank L. Lewis Lihua Xie

q learning reinforcement learning multi agent system optimal control dynamic programming +5 more

IEEE Transactions on Neural Networks 82 citations Published 2017-04-17
Multi-View Image Generation from a Single-View (2017)

Bo Zhao Xiao Wu Zhi-Qi Cheng Hao Liu Zequn Jie Jiashi Feng

inference computer vision computer science generative grammar artificial intelligence +4 more

arXiv preprint arXiv:1704.04886 43 citations Published 2017-04-17
Benchmarking Multimodal Sentiment Analysis (2017)

Erik Cambria Devamanyu Hazarika Soujanya Poria Amir Hussain R. B. V. Subramanyam

sentiment analysis deep learning convolutional neural network generalizability theory benchmarking +6 more

International Conference on Computational Linguistics and Intelligent Text Processing 14 citations Published 2017-04-17
A Two-Phase Evolutionary Approach for Compressive Sensing Reconstruction (2017)

Yu Zhou Sam Kwong Hainan Guo Xiao Zhang Qingfu Zhang

compressed sensing signal reconstruction greedy algorithm iterative reconstruction evolutionary algorithm +7 more

IEEE Transactions on Systems, Man, and Cybernetics 17 citations Published 2017-04-14
A CADe system for nodule detection in thoracic CT images based on artificial neural network (2017)

Xinglong Liu Fei Hou Hong Qin Aimin Hao

false positive paradox voxel data set artificial neural network connected component labeling +6 more

Science in China Series F: Information Sciences 15 citations Published 2017-04-05
Simultaneous Feature Aggregating and Hashing for Large-Scale Image Search (2017)

Thanh-Toan Do Thanh-Toan Do Dang-Khoa Le Tan Trung T. Pham Ngai-Man Cheung

hash function feature vector feature extraction binary code autoencoder +6 more

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 19 citations Published 2017-04-04
Compact Deep Invariant Descriptors for Video Retrieval (2017)

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

convolutional neural network feature extraction pattern recognition artificial neural network invariant +7 more

2017 Data Compression Conference (DCC) 16 citations Published 2017-04-04
ProfilIoT: a machine learning approach for IoT device identification based on network traffic analysis (2017)

Yair Meidan Michael Bohadana Asaf Shabtai Juan David Guarnizo Martín Ochoa Nils Ole Tippenhauer Yuval Elovici

supervised learning traffic analysis classifier machine learning data mining +3 more

Proceedings of the Symposium on Applied Computing 170 citations Published 2017-04-03
Locally Connected Deep Learning Framework for Industrial-scale Recommender Systems (2017)

Cen Chen Peilin Zhao Longfei Li Jun Zhou Xiaolong Li Minghui Qiu

deep learning artificial neural network recommender system machine learning artificial intelligence +2 more

WWW '17 Companion Proceedings of the 26th International Conference on World Wide Web Companion 11 citations Published 2017-04-03

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Efficient and Privacy-Preserving Online Medical Prediagnosis Framework Using Nonlinear SVM (2017)

Drug-Target Interaction Prediction with Graph Regularized Matrix Factorization (2017)

Diagnosis of retinal health in digital fundus images using continuous wavelet transform (CWT) and entropies (2017)

Deep Hashing for Scalable Image Search (2017)

Convolutional neural network-based transfer learning and knowledge distillation using multi-subject data in motor imagery BCI (2017)

Collaborative topic regression for online recommender systems: an online and Bayesian approach (2017)

Attentive Contexts for Object Detection (2017)

Event Classification in Microblogs via Social Tracking (2017)

Deep Self-Taught Learning for Weakly Supervised Object Localization (2017)

Customized Consensus Spectral Library Building for Untargeted Quantitative Metabolomics Analysis with Data Independent Acquisition Mass Spectrometry and MetaboDIA Workflow. (2017)

Automatic Welding Seam Tracking and Identification (2017)

Off-Policy Reinforcement Learning for Synchronization in Multiagent Graphical Games (2017)

Multi-View Image Generation from a Single-View (2017)

Benchmarking Multimodal Sentiment Analysis (2017)

A Two-Phase Evolutionary Approach for Compressive Sensing Reconstruction (2017)

A CADe system for nodule detection in thoracic CT images based on artificial neural network (2017)

Simultaneous Feature Aggregating and Hashing for Large-Scale Image Search (2017)

Compact Deep Invariant Descriptors for Video Retrieval (2017)

ProfilIoT: a machine learning approach for IoT device identification based on network traffic analysis (2017)

Locally Connected Deep Learning Framework for Industrial-scale Recommender Systems (2017)