作者：Alexander Y. Suna ; alex.sun@beg.utexas.edu" class="auth_mail ; Dingbao Wangb ; Xianli Xuc ; d

关键词：Gaussian Process Regression ; Machine learning theory ; Water/energy interactions ; Probabilistic streamflow forecasting ; Hydrologic similarity

刊名：Journal of Hydrology

年：16 April, 2014

作者：Dionissios T. Hristopulos1 ; dionisi@mred.tuc.gr" class="auth_mail" title="E-mail the corresponding author

关键词：Machine learning ; Kernel regression ; Geostatistics ; Big data ; Sparse methods

刊名：Computers & Geosciences

年：2015

作者：Akio Onogi (1) Osamu Ideta (2) Yuto Inoshita (1) Kaworu Ebana (3) Takuma Yoshioka (4) Masanori Yamasaki (4) Hiroyoshi Iwata (1) 1. Department of Agricultural and Environmental Biology ; Graduate School of Agricultural and Life Sciences ; The University of Tokyo ; 1-1-1 Yayoi ; Bunkyo-Ku ; Tokyo ; 113-8657 ; Japan 2. Western Region Agricultural Research Center ; National Agriculture and Food Research Organization ; Fukuyama ; Hiroshima ; 721-8514 ; Japan 3. Genetic Resources Center ; National Institute of Agrobiological Sciences ; Tsukuba ; Ibaraki ; 305-8602 ; Japan 4. Food Resources Education and Research Center ; Graduate School of Agricultural Science ; Kobe University ; Kasai ; Hyogo ; 675-2103 ; Japan

刊名：Theoretical and Applied Genetics

出版者：Springer Berlin Heidelberg

年：2015

作者：Christoph Jud ; Marcel Lüthi ; Thomas Albrecht…

关键词：Variational image registration ; Separable filter approximation ; Nonstationary filtering ; Gaussian process regression

刊名：Journal of Mathematical Imaging and Vision

年：2014

作者：Yao Zhang zy.3110161019@stu.xjtu.edu.cn" class="auth_mail ; Jianxue Wang ; jxwang@mail.xjtu.edu.cn" class="auth_mail ; Xifan Wang xfwang@mail.xjtu.edu.cn" class="auth_mail

关键词：WPF ; Wind Power Forecasting ; PDF ; Probability Density Function ; CDF ; Cumulative Distribution Function ; QR ; Quantile Regression ; KDE ; Kernel Density Estimation ; ISO ; Independent System Operator ; RS-AR ; Regime-Switching Autoregression ; MS-AR ; Markov-Chain Regime-Switching Autoregression ; AR-GARCH ; Autoregression-Generalized Autoregressive with Conditional Heteroscedasticity ; CPAR ; Conditional Parametric Autoregression ; LQR ; Local Quantile Regression ; SQR ; Spline Quantile Regression ; QRF ; Quantile

刊名：Renewable and Sustainable Energy Reviews

年：April, 2014

作者：Afiq Hipni (1) Ahmed El-shafie (1) Ali Najah (1) Othman Abdul Karim (1) Aini Hussain (1) Muhammad Mukhlisin (1) (2)

关键词：Support vector machine ; Dam water levels ; Klang gate

刊名：Water Resources Management

年：2013

作者：Jiyoung Yoo (1) Ungtae Kim (2) Tae-Woong Kim (3)

关键词：Drought ; Frequency ; Confidence interval ; Copulas

刊名：Stochastic Environmental Research and Risk Assessment (SERRA)

年：2013

作者：L. Iliadisa ; 1 ; liliadis@fmenr.duth.gr"" rel=""nofollow ; F. Marisa ; fmaris@fmenr.duth.gr"" rel=""nofollow ; S. Tachosb ; staxos@gmail.com"" rel=""nofollow

关键词：Support vector machines ; Water supply ; Kernel algorithms ; 5-fold cross validation ; Artificial neural networks

刊名：Neural Networks

年：2011

作者：Howarth ; Richard J.

关键词：History of geology ; history of geophysics ; CART ; errors ; in ; variables models ; geostatistics ; kernel regression ; kriging ; least squares ; logistic regression ; LOWESS ; mixture models ; multiple linear regression ; nonlinear regression ; Poisson regression ; regression analysis ; ridge regressi

刊名：Natural Resources Research

出版者：Springer Netherlands

年：2001

作者：Mahesh Pal and Arun Goel

关键词：support vector regression ; radial based kernel ; neural network ; trapezoidal channel ; discharge ; end depth ; bed slopes

刊名：Water Resources Management

出版者：Springer Netherlands

年：2007