Uncertainty Quantification for Climate Precipitation Prediction by Decision Tree

被引:0
|
作者
Monego, Vinicius S. [1 ]
Anochi, Juliana A. [1 ]
de Campos Velho, Haroldo F. [1 ]
机构
[1] National Institute for Space Research (INPE), SP, São José Dos Campos, Brazil
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Bayesian networks - Learning algorithms - Numerical methods - Supervised learning - Uncertainty analysis - Weather forecasting
引用
收藏
页码:214 / 224
相关论文
共 50 条
  • [1] Prediction and the quantification of uncertainty
    Dept. of Appl. Math. and Statistics, University at Stony Brook, Stony Brook, NY 11794-3600, United States
    不详
    Phys D Nonlinear Phenom, 1-4 (152-170):
  • [2] Prediction and the quantification of uncertainty
    Glimm, J
    Sharp, DH
    PHYSICA D, 1999, 133 (1-4): : 152 - 170
  • [3] A Novel decision tree approach for the prediction of precipitation using entropy in SLIQ
    Narasimha Prasad, L.V.
    Prudhvi Kumar Reddy, K.
    Naidu, M.M.
    International Journal of Simulation: Systems, Science and Technology, 2012, 13 (01): : 56 - 63
  • [4] An Approach to Prediction of Precipitation Using Gini Index in SLIQ Decision Tree
    Prasad, Narasimha
    Kumar, Prudhvi
    Naidu, M. M.
    FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS, MODELLING AND SIMULATION (ISMS 2013), 2013, : 56 - 60
  • [5] A Novel Decision Tree Approach for the Prediction of Precipitation Using Entropy in SLIQ
    Prasad, Narasimha
    Reddy, Prudhvi Kumar
    Naidu, Mannava Munirathnam
    UKSIM-AMSS 15TH INTERNATIONAL CONFERENCE ON COMPUTER MODELLING AND SIMULATION (UKSIM 2013), 2013, : 209 - 216
  • [6] Uncertainty in Decision Tree Classifiers
    Magnani, Matteo
    Montesi, Danilo
    SCALABLE UNCERTAINTY MANAGEMENT, SUM 2010, 2010, 6379 : 250 - 263
  • [7] Climate change impacts on tree ranges: model intercomparison facilitates understanding and quantification of uncertainty
    Cheaib, Alissar
    Badeau, Vincent
    Boe, Julien
    Chuine, Isabelle
    Delire, Christine
    Dufrene, Eric
    Francois, Christophe
    Gritti, Emmanuel S.
    Legay, Myriam
    Page, Christian
    Thuiller, Wilfried
    Viovy, Nicolas
    Leadley, Paul
    ECOLOGY LETTERS, 2012, 15 (06) : 533 - 544
  • [8] ELECTIVE OOPHORECTOMY - EXPLICIT REPRESENTATION OF PATIENT COMPLIANCE AND REDUCING UNCERTAINTY IN THE QUANTIFICATION OF THE DECISION TREE
    SPEROFF, T
    DAWSON, N
    HABER, R
    SPEROFF, L
    MEDICAL DECISION MAKING, 1987, 7 (04) : 282 - 282
  • [9] The Application of a Decision Tree and Stochastic Forest Model in Summer Precipitation Prediction in Chongqing
    Xiang, Bo
    Zeng, Chunfen
    Dong, Xinning
    Wang, Jiayue
    ATMOSPHERE, 2020, 11 (05)
  • [10] A decision-tree approach to seasonal prediction of extreme precipitation in eastern China
    Wei, Wenguang
    Yan, Zhongwei
    Jones, Phil D.
    INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2020, 40 (01) : 255 - 272