Prediction techniques based on linear regression and sequential minimal optimization for stream time series

被引：0
|
作者：
Vo, Van [1 ,2 ]
Luo, Jiawei [1 ]
Vo, Bay [3 ]
机构：
[1] School of Information Science and Engineering, Hunan University, Yuelushan, Changsha 410082, China
[2] Ho Chi Minh University of Industry, Ho Chi Minh, Viet Nam
[3] Information Technology Department, Ton Duc Thang University, Nguyen Huu Tho Str., Tan Phong Ward, Dist. 7, Ho Chi Minh, Viet Nam
来源：
ICIC Express Letters | 2014年 / 8卷 / 01期
关键词：
Linear regression;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：15 / 21
相关论文
共 50 条
  • [1] Time series prediction based on linear regression and SVR
    Lin, Kunhui
    Lin, Qiang
    Zhou, Changle
    Yao, Junfeng
    ICNC 2007: THIRD INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 1, PROCEEDINGS, 2007, : 688 - +
  • [2] Time series regression and prediction based on boosting regression
    Gu, Wen
    Li, Baifeng
    Niu, Baolong
    Wei, Wei
    Zheng, Zhiming
    PROCEEDINGS OF 2014 IEEE WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS (WARTIA), 2014, : 251 - 254
  • [3] Constrained Motion Particle Swarm Optimization and Support Vector Regression for Non-Linear Time Series Regression and Prediction Applications
    Sapankevych, Nicholas I.
    Sankar, Ravi
    2013 12TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA 2013), VOL 2, 2013, : 473 - 477
  • [4] Time series prediction based on support vector regression
    College of Information and Engineering, Northeastern University, Shenyang, 110004, China
    Inf. Technol. J., 2006, 2 (353-357):
  • [5] Prediction with time series and regression
    Moreno Sarmiento, Efrain
    PANORAMA, 2008, 2 (04) : 36 - 58
  • [6] On the Optimization of Machine Learning Techniques for Chaotic Time Series Prediction
    Maritza Gonzalez-Zapata, Astrid
    Tlelo-Cuautle, Esteban
    Cruz-Vega, Israel
    ELECTRONICS, 2022, 11 (21)
  • [7] An Elaboration of Sequential Minimal Optimization for Support Vector Regression
    Yang, Chan-Yun
    Su, Kuo-Ho
    Jan, Gene Eu
    2014 IEEE INTERNATIONAL CONFERENCE ON SYSTEM SCIENCE AND ENGINEERING (ICSSE), 2014, : 88 - 93
  • [8] Conformal prediction based active learning by linear regression optimization
    Matiz, Sergio
    Barner, Kenneth E.
    NEUROCOMPUTING, 2020, 388 : 157 - 169
  • [9] Sequential estimation for time series regression models
    Shiohama, T
    Taniguchi, M
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2004, 123 (02) : 295 - 312
  • [10] Sequential Quantile Prediction of Time Series
    Biau, Gerard
    Patra, Benoit
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2011, 57 (03) : 1664 - 1674
12345