Machine Learning with Metaheuristic Algorithms for Sustainable Water Resources Management (Record no. 40575)

MARC details
000 -LEADER
fixed length control field 03492naaaa2201009uu 4500
001 - CONTROL NUMBER
control field https://directory.doabooks.org/handle/20.500.12854/76675
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220219200534.0
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number books978-3-0365-1719-3
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783036517209
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783036517193
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.3390/books978-3-0365-1719-3
Terms of availability doi
041 0# - LANGUAGE CODE
Language code of text/sound track or separate title English
042 ## - AUTHENTICATION CODE
Authentication code dc
072 #7 - SUBJECT CATEGORY CODE
Subject category code GP
Source bicssc
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Kisi, Ozgur
Relationship edt
245 10 - TITLE STATEMENT
Title Machine Learning with Metaheuristic Algorithms for Sustainable Water Resources Management
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Basel, Switzerland
Name of publisher, distributor, etc. MDPI - Multidisciplinary Digital Publishing Institute
Date of publication, distribution, etc. 2021
300 ## - PHYSICAL DESCRIPTION
Extent 1 electronic resource (238 p.)
506 0# - RESTRICTIONS ON ACCESS NOTE
Terms governing access Open Access
Source of term star
Standardized terminology for access restriction Unrestricted online access
520 ## - SUMMARY, ETC.
Summary, etc. The main aim of this book is to present various implementations of ML methods and metaheuristic algorithms to improve modelling and prediction hydrological and water resources phenomena having vital importance in water resource management.
540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE
Terms governing use and reproduction Creative Commons
Use and reproduction rights https://creativecommons.org/licenses/by/4.0/
Source of term cc
-- https://creativecommons.org/licenses/by/4.0/
546 ## - LANGUAGE NOTE
Language note English
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Research & information: general
Source of heading or term bicssc
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term groundwater
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Uncontrolled term artificial intelligence
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Uncontrolled term hydrologic model
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Uncontrolled term groundwater level prediction
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Uncontrolled term machine learning
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Uncontrolled term principal component analysis
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Uncontrolled term spatiotemporal variation
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Uncontrolled term uncertainty analysis
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Uncontrolled term hydroinformatics
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Uncontrolled term support vector machine
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Uncontrolled term big data
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Uncontrolled term artificial neural network
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Uncontrolled term nitrogen compound
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Uncontrolled term nitrogen prediction
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Uncontrolled term prediction models
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Uncontrolled term neural network
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Uncontrolled term non-linear modeling
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Uncontrolled term PACF
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Uncontrolled term WANN
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Uncontrolled term SVM-LF
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Uncontrolled term SVM-RF
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Uncontrolled term Govindpur
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Uncontrolled term streamflow forecasting
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Uncontrolled term Bayesian model averaging
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Uncontrolled term multivariate adaptive regression spline
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Uncontrolled term M5 model tree
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Uncontrolled term Kernel extreme learning machines
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Uncontrolled term South Korea
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Uncontrolled term uncertainty
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Uncontrolled term sustainability
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Uncontrolled term prediction intervals
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Uncontrolled term ungauged basin
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Uncontrolled term streamflow simulation
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Uncontrolled term satellite precipitation
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Uncontrolled term atmospheric reanalysis
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Uncontrolled term ensemble modeling
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Uncontrolled term additive regression
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Uncontrolled term bagging
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Uncontrolled term dagging
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Uncontrolled term random subspace
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Uncontrolled term rotation forest
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Uncontrolled term flood routing
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Uncontrolled term Muskingum method
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Uncontrolled term extension principle
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Uncontrolled term calibration
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Uncontrolled term fuzzy sets and systems
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Uncontrolled term particle swarm optimization
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Uncontrolled term EEFlux
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Uncontrolled term irrigation performance
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Uncontrolled term CWP
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Uncontrolled term water conservation
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Uncontrolled term NDVI
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Uncontrolled term water resources
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Uncontrolled term Daymet V3
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Uncontrolled term Google Earth Engine
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Uncontrolled term improved extreme learning machine (IELM)
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Uncontrolled term sensitivity analysis
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Uncontrolled term shortwave radiation flux density
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Uncontrolled term sustainable development
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Uncontrolled term n/a
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Kisi, Ozgur
Relationship oth
856 40 - ELECTRONIC LOCATION AND ACCESS
Host name www.oapen.org
Uniform Resource Identifier <a href="https://mdpi.com/books/pdfview/book/4122">https://mdpi.com/books/pdfview/book/4122</a>
Access status 0
Public note DOAB: download the publication
856 40 - ELECTRONIC LOCATION AND ACCESS
Host name www.oapen.org
Uniform Resource Identifier <a href="https://directory.doabooks.org/handle/20.500.12854/76675">https://directory.doabooks.org/handle/20.500.12854/76675</a>
Access status 0
Public note DOAB: description of the publication

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