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Big Data in Forecasting Research: A Literature Review 期刊论文
BIG DATA RESEARCH, 2022, 卷号: 27, 页码: 30
作者:  Tang, Ling;  Li, Jieyi;  Du, Hongchuan;  Li, Ling;  Wu, Jun;  Wang, Shouyang
收藏  |  浏览/下载：133/0  |  提交时间：2022/04/02
Big data  Forecasting  Literature review  Prediction models  Information  
Estimation of Real-World Fuel Consumption Rate of Light-Duty Vehicles Based on the Records Reported by Vehicle Owners 期刊论文
ENERGIES, 2021, 卷号: 14, 期号: 23, 页码: 19
作者:  Zeng, Isabella Yunfei;  Tan, Shiqi;  Xiong, Jianliang;  Ding, Xuesong;  Li, Yawen;  Wu, Tian
收藏  |  浏览/下载：135/0  |  提交时间：2022/04/02
real-world fuel consumption rate  machine learning  big data  light-duty vehicle  China  
Social media sentiment, model uncertainty, and volatility forecasting 期刊论文
ECONOMIC MODELLING, 2021, 卷号: 102, 页码: 13
作者:  Lehrer, Steven;  Xie, Tian;  Zhang, Xinyu
收藏  |  浏览/下载：103/0  |  提交时间：2021/10/26
Model averaging  Volatility forecasting  Social media  Big data  Sentiment analysis  
Optimal subsample selection for massive logistic regression with distributed data 期刊论文
COMPUTATIONAL STATISTICS, 2021, 页码: 28
作者:  Zuo, Lulu;  Zhang, Haixiang;  Wang, HaiYing;  Sun, Liuquan
收藏  |  浏览/下载：157/0  |  提交时间：2021/04/26
Allocation size  Big data  Distributed and massive data  Subsample estimator  Subsampling probabilities  
A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Min, Wenwen;  Wan, Xiang;  Chang, Tsung-Hui;  Zhang, Shihua
收藏  |  浏览/下载：134/0  |  提交时间：2022/04/02
Gene expression  Biology  Biological system modeling  Principal component analysis  Mathematical model  Data models  Big Data  Absolute-valued graph regularization  graph regularization  sparse learning  structured sparse singular value decomposition (SVD)  
Forecasting Chinese cruise tourism demand with big data: An optimized machine learning approach 期刊论文
TOURISM MANAGEMENT, 2021, 卷号: 82, 页码: 10
作者:  Xie, Gang;  Qian, Yatong;  Wang, Shouyang
收藏  |  浏览/下载：175/0  |  提交时间：2021/01/14
Cruise  Big data  Gravitational search algorithm  Tourism demand forecasting  
Forecasting crude oil price with multilingual search engine data 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 卷号: 551, 页码: 14
作者:  Li, Jingjing;  Tang, Ling;  Wang, Shouyang
收藏  |  浏览/下载：163/0  |  提交时间：2020/06/30
Big data  Multilingual search engine index  Crude oil price forecasting  Google Trends  Artificial intelligence  
A multi-scale method for forecasting oil price with multi-factor search engine data 期刊论文
APPLIED ENERGY, 2020, 卷号: 257, 页码: 12
作者:  Tang, Ling;  Zhang, Chengyuan;  Li, Ling;  Wang, Shouyang
收藏  |  浏览/下载：141/0  |  提交时间：2020/05/24
Big data  Search engine data  Google trends  Multivariate empirical mode decomposition  Oil price forecasting  
Impact factors of the real-world fuel consumption rate of light duty vehicles in China 期刊论文
ENERGY, 2020, 卷号: 190, 页码: 12
作者:  Wu, Tian;  Han, Xiao;  Zheng, M. Mocarlo;  Ou, Xunmin;  Sun, Hongbo;  Zhang, Xiong
收藏  |  浏览/下载：160/0  |  提交时间：2020/06/30
Real-world fuel consumption rate  Energy consumption  Private passenger vehicles  Big data  China  
A distributed quantile estimation algorithm of heavy-tailed distribution with massive datasets 期刊论文
MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2020, 卷号: 18, 期号: 1, 页码: 214-230
作者:  Xie, Xiaoyue;  Shi, Jian
收藏  |  浏览/下载：99/0  |  提交时间：2021/04/26
distributed algorithm  big data  high quantile estimation  heavy-tailed distribution  Peak Over Threshold method