Machine Learning-Based Pipeline for High Accuracy Bioparticle Sizing

by Shaobo Luo, Yi Zhang, Kim Truc Nguyen, Shilun Feng, Yuzhi Shi, Yang Liu, Paul Hutchinson, Giovanni Chierchia, Hugues Talbot, Tarik Bourouina, Xudong Jiang, Ai Qun Liu
Published 2020-12-01

MapReduce Based Parallel Neural Networks in Enabling Large Scale Machine Learning

by Yang Liu, Jie Yang, Yuan Huang, Lixiong Xu, Siguang Li, Man Qi
Published 2015-01-01

High-Performance Machine Learning for Large-Scale Data Classification considering Class Imbalance

by Yang Liu, Xiang Li, Xianbang Chen, Xi Wang, Huaqiang Li
Published 2020-01-01

Particle Swarm Optimization Based Selective Ensemble of Online Sequential Extreme Learning Machine

by Yang Liu, Bo He, Diya Dong, Yue Shen, Tianhong Yan, Rui Nian, Amaury Lendasse
Published 2015-01-01

Received-Signal-Strength (RSS) Based 3D Visible-Light-Positioning (VLP) System Using Kernel Ridge Regression Machine Learning Algorithm With Sigmoid Function Data Preprocessing Method

by Yu-Chun Wu, Chi-Wai Chow, Yang Liu, Yun-Shen Lin, Chong-You Hong, Dong-Chang Lin, Shao-Hua Song, Chien-Hung Yeh
Published 2020-01-01

Runoff Prediction and Analysis Based on Improved CEEMDAN-OS-QR-ELM

by Yang Liu, Lihu Wang, Libo Yang, Xuemei Liu, Lingchen Wang
Published 2021-01-01

Dissolved Gases Forecasting Based on Wavelet Least Squares Support Vector Regression and Imperialist Competition Algorithm for Assessing Incipient Faults of Transformer Polymer Ins...

by Jiefeng Liu, Hanbo Zheng, Yiyi Zhang, Xin Li, Jiake Fang, Yang Liu, Changyi Liao, Yuquan Li, Junhui Zhao
Published 2019-01-01

Respiration and Activity Detection Based on Passive Radio Sensing in Home Environments

by Qingchao Chen, Yang Liu, Bo Tan, Karl Woodbridge, Kevin Chetty
Published 2020-01-01

Frequency Measurement Method of Signals with Low Signal-to-Noise-Ratio Using Cross-Correlation

by Yang Liu, Jigou Liu, Ralph Kennel
Published 2021-06-01

High-performance predictor for critical unstable generators based on scalable parallelized neural networks

by Youbo Liu, Yang Liu, Junyong Liu, Maozhen Li, Zhibo Ma, Gareth Taylor
Published 2016-01-01

The Impact of Control Point Dispersion on Measurement Accuracy in a New Type of Light-Pen Coordinate Measuring System

by Dongri Shan, Xiaodong Bi, Xiaofang Wang, Peng Zhang, Zhoufang Xu, Min Han, Yang Liu, Chenglong Zhang, Yalu Xu
Published 2021-01-01

Angle-of-Arrival (AOA) Visible Light Positioning (VLP) System Using Solar Cells With Third-Order Regression and Ridge Regression Algorithms

by Chong-You Hong, Yu-Chun Wu, Yang Liu, Chi-Wai Chow, Chien-Hung Yeh, Ke-Ling Hsu, Dong-Chang Lin, Xin-Lan Liao, Kun-Hsien Lin, Yi-Yuan Chen
Published 2020-01-01

A MapReduce Based High Performance Neural Network in Enabling Fast Stability Assessment of Power Systems

by Yang Liu, Youbo Liu, Junyong Liu, Maozhen Li, Tingjian Liu, Gareth Taylor, Kunyu Zuo
Published 2017-01-01

Using Linear Interpolation to Reduce the Training Samples for Regression Based Visible Light Positioning System

by Yu-Chun Wu, Ke-Ling Hsu, Yang Liu, Chong-You Hong, Chi-Wai Chow, Chien-Hung Yeh, Xin-Lan Liao, Kun-Hsien Lin, Yi-Yuan Chen
Published 2020-01-01

A Resource Aware Parallelized Back Propagation Neural Network in Enabling Efficient Large-Scale Digital Health Data Processing

by Yang Liu, Xianbang Chen, Lixiong Xu, Huaqiang Li, Maozhen Li
Published 2019-01-01

Research on Morphological Detection of FR I and FR II Radio Galaxies Based on Improved YOLOv5

by Xingzhu Wang, Jiyu Wei, Yang Liu, Jinhao Li, Zhen Zhang, Jianyu Chen, Bin Jiang
Published 2021-06-01

Parallelizing Backpropagation Neural Network Using MapReduce and Cascading Model

by Yang Liu, Weizhe Jing, Lixiong Xu
Published 2016-01-01

Phenotype Prediction and Genome-Wide Association Study Using Deep Convolutional Neural Network of Soybean

by Yang Liu, Yang Liu, Duolin Wang, Duolin Wang, Fei He, Fei He, Juexin Wang, Juexin Wang, Trupti Joshi, Trupti Joshi, Trupti Joshi, Dong Xu, Dong Xu, Dong Xu
Published 2019-11-01

Genetic variation among 481 diverse soybean accessions, inferred from genomic re-sequencing

by Babu Valliyodan, Anne V. Brown, Juexin Wang, Gunvant Patil, Yang Liu, Paul I. Otyama, Rex T. Nelson, Tri Vuong, Qijian Song, Theresa A. Musket, Ruth Wagner, Pradeep Marri, Sam Reddy, Allen Sessions, Xiaolei Wu, David Grant, Philipp E. Bayer, Manish Roorkiwal, Rajeev K. Varshney, Xin Liu, David Edwards, Dong Xu, Trupti Joshi, Steven B. Cannon, Henry T. Nguyen
Published 2021-02-01

A Novel MEGNet for Classification of High-Frequency Oscillations in Magnetoencephalography of Epileptic Patients

by Jun Liu, Siqi Sun, Yang Liu, Jiayang Guo, Hailong Li, Yuan Gao, Jintao Sun, Jing Xiang
Published 2020-01-01