Publications - Machine Learning SG

Augmented EMD for complex-valued univariate signals (2019)

Beom Seok Oh Huiping Zhuang Kar Ann Toh Zhiping Lin

univariate bivariate analysis hilbert huang transform synthetic data radar +5 more

Iet Signal Processing 1 citations Published 2019-01-18
Decoupled Certainty-Driven Consistency Loss for Semi-supervised Learning (2019)

Lu Liu Yiting Li Robby T. Tan

semi supervised learning filter regularization machine learning computer science +3 more

arXiv preprint arXiv:1901.05657 11 citations Published 2019-01-17
Seed-Guided Topic Model for Document Filtering and Classification (2019)

Chenliang Li Shiqian Chen Jian Xing Aixin Sun Zongyang Ma

topic model supervised learning semantics natural language processing small set +6 more

ACM Transactions on Information Systems 5 citations Published 2019-01-16
PALM: An Incremental Construction of Hyperplanes for Data Stream Regression (2019)

Meftahul Ferdaus Mahardhika Pratama Sreenatha G. Anavatti Matthew A. Garratt

fuzzy rule data stream mining fuzzy control system cluster analysis data stream +6 more

IEEE Transactions on Fuzzy Systems 16 citations Published 2019-01-16
Reverse-engineering flow-cytometry gating strategies for phenotypic labelling and high-performance cell sorting. (2019)

Etienne Becht Yannick Simoni Elaine Coustan-Smith Maximilien Evrard Yang Cheng Lai Guan Ng Dario Campana Evan W Newell

gating population source code reverse engineering machine learning +6 more

Bioinformatics 8 citations Published 2019-01-15
Feature Boosting Network For 3D Pose Estimation (2019)

Jun Liu Henghui Ding Amir Shahroudy Ling-Yu Duan Xudong Jiang Gang Wang Alex C. Kot

3d pose estimation pose boosting pattern recognition computer science +2 more

arXiv preprint arXiv:1901.04877 4 citations Published 2019-01-15
Deep learning and its applications to machine health monitoring (2019)

Rui Zhao Ruqiang Yan Zhenghua Chen Kezhi Mao Peng Wang Robert X. Gao

deep belief network deep learning boltzmann machine recurrent neural network convolutional neural network +6 more

Mechanical Systems and Signal Processing 621 citations Published 2019-01-15
Learning With Annotation of Various Degrees (2019)

Joey Tianyi Zhou Meng Fang Hao Zhang Chen Gong Xi Peng Zhiguo Cao Rick Siow Mong Goh

sequence labeling supervised learning conditional random field deep learning artificial neural network +6 more

IEEE Transactions on Neural Networks 10 citations Published 2019-01-14
Region Proposal by Guided Anchoring (2019)

Jiaqi Wang Kai Chen Shuo Yang Chen Change Loy Dahua Lin

object detection anchoring computer vision computer science detector +5 more

arXiv preprint arXiv:1901.03278 38 citations Published 2019-01-10
MR-Conditional SMA-Based Origami Joint (2019)

Austin J. Taylor Trent Slutzky Leah Feuerman Hongliang Ren Junichi Tokuda Kent Nilsson Zion Tsz Ho Tse

intraoperative mri robotics sma actuator magnetic resonance imaging +5 more

IEEE-ASME Transactions on Mechatronics 4 citations Published 2019-01-10
MSR: Multi-Scale Shape Regression for Scene Text Detection (2019)

Chuhui Xue Shijian Lu Wei Zhang

quadrilateral segmentation pattern recognition fuse computer science +6 more

arXiv preprint arXiv:1901.02596 4 citations Published 2019-01-09
Integration of deep feature representations and handcrafted features to improve the prediction of N6-methyladenosine sites (2019)

Leyi Wei Leyi Wei Ran Su Ran Su Bing Wang Xiuting Li Quan Zou Xing Gao

deep belief network deep learning discriminative model support vector machine pattern recognition +5 more

Neurocomputing 72 citations Published 2019-01-09
Individual-Specific fMRI-Subspaces Improve Functional Connectivity Prediction of Behavior (2019)

Rajan Kashyap Ru Kong Sagarika Bhattacharjee Jingwei Li Juan Zhou B.T. Thomas Yeo

functional magnetic resonance imaging posterior cingulate human connectome project precuneus default mode network +6 more

bioRxiv Published 2019-01-09
Dominant-Current Deep Learning Scheme for Electrical Impedance Tomography (2019)

Zhun Wei Dong Liu Xudong Chen

electrical impedance tomography iterative reconstruction iterative method total variation denoising deep learning +6 more

IEEE Transactions on Biomedical Engineering 29 citations Published 2019-01-09
Better Guider Predicts Future Better: Difference Guided Generative Adversarial Networks (2019)

Guohao Ying Yingtian Zou Lin Wan Yiming Hu Jiashi Feng

intelligent agent robotics artificial intelligence computer science generative grammar +4 more

arXiv preprint arXiv:1901.01649 Published 2019-01-07
Application of oil-film interferometry image post-processing technology based on MATLAB (2019)

Hao Dong Sihe Chen

grayscale sliding window protocol robustness matlab interferometry +6 more

Eurasip Journal on Image and Video Processing Published 2019-01-07
Driver identification in intelligent vehicle systems using machine learning algorithms (2019)

Zhengping Li Kai Zhang Bokui Chen Bokui Chen Yuhan Dong Lin Zhang

statistical classification precision and recall random forest parameter identification problem machine learning +7 more

Iet Intelligent Transport Systems 5 citations Published 2019-01-03
Atrial Fibrillation Detection by the Combination of Recurrence Complex Network and Convolution Neural Network (2019)

Xiaoling Wei Jimin Li Chenghao Zhang Ming Liu Peng Xiong Xin Yuan Yifei Li Feng Lin Xiuling Liu

heartbeat artificial neural network convolutional neural network synchronization complex network +6 more

Journal of Probability and Statistics 4 citations Published 2019-01-03
Action-Stage Emphasized Spatiotemporal VLAD for Video Action Recognition (2019)

Zhigang Tu Hongyan Li Dejun Zhang Justin Dauwels Baoxin Li Junsong Yuan

feature extraction convolutional neural network image segmentation segmentation rgb color model +6 more

IEEE Transactions on Image Processing 18 citations Published 2019-01-03
DCI: Discriminative and Contrast Invertible Descriptor. (2019)

Zhenwei Miao Kim-Hui Yap Xudong Jiang Subbhuraam Sinduja Zhenhua Wang

discriminative model cognitive neuroscience of visual object recognition histogram robustness pattern recognition +6 more

arXiv preprint arXiv:1901.00027 Published 2019-01-02

Previous Next

Augmented EMD for complex-valued univariate signals (2019)

Decoupled Certainty-Driven Consistency Loss for Semi-supervised Learning (2019)

Seed-Guided Topic Model for Document Filtering and Classification (2019)

PALM: An Incremental Construction of Hyperplanes for Data Stream Regression (2019)

Reverse-engineering flow-cytometry gating strategies for phenotypic labelling and high-performance cell sorting. (2019)

Feature Boosting Network For 3D Pose Estimation (2019)

Deep learning and its applications to machine health monitoring (2019)

Learning With Annotation of Various Degrees (2019)

Region Proposal by Guided Anchoring (2019)

MR-Conditional SMA-Based Origami Joint (2019)

MSR: Multi-Scale Shape Regression for Scene Text Detection (2019)

Integration of deep feature representations and handcrafted features to improve the prediction of N6-methyladenosine sites (2019)

Individual-Specific fMRI-Subspaces Improve Functional Connectivity Prediction of Behavior (2019)

Dominant-Current Deep Learning Scheme for Electrical Impedance Tomography (2019)

Better Guider Predicts Future Better: Difference Guided Generative Adversarial Networks (2019)

Application of oil-film interferometry image post-processing technology based on MATLAB (2019)

Driver identification in intelligent vehicle systems using machine learning algorithms (2019)

Atrial Fibrillation Detection by the Combination of Recurrence Complex Network and Convolution Neural Network (2019)

Action-Stage Emphasized Spatiotemporal VLAD for Video Action Recognition (2019)

DCI: Discriminative and Contrast Invertible Descriptor. (2019)