Optimal division of data for neural network models in water resources applications
Author:
Affiliation:
1. Centre for Applied Modelling in Water Engineering, Department of Civil and Environmental Engineering; Adelaide University; Adelaide South Australia Australia
Publisher
American Geophysical Union (AGU)
Subject
Water Science and Technology
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1029/2001WR000266/fullpdf
Reference30 articles.
1. Artificial neural networks in hydrology, II, Hydrologic applications;American Society of Civil Engineers Task Committee on Application of Artificial Neural Networks in Hydrology;J. Hydrol. Eng.,2000
2. Feed-forward artificial neural network model for forecasting rainfall run-off;Braddock;Environmetrics,1998
3. Neural network based objective flow regime identification in air-water two phase flow;Cai;Can. J. Chem. Eng.,1994
4. Forecasting river flow rate during low-flow periods using neural networks;Campolo;Water Resour. Res.,1999
5. Approximation by superpositions of a sigmoidal function;Cybenko;Math. Control Signals Syst.,1989
Cited by 253 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Machine learning‐based life cycle assessment for environmental sustainability optimization of a food supply chain;Integrated Environmental Assessment and Management;2024-06-14
2. A systematic review of predictor screening methods for downscaling of numerical climate models;Earth-Science Reviews;2024-06
3. Maximum energy entropy: A novel signal preprocessing approach for data-driven monthly streamflow forecasting;Ecological Informatics;2024-03
4. Predicting open-pit mine production using machine learning techniques;Journal of Sustainable Mining;2024-02-16
5. Low-Cost System for Monitoring Water Quality Parameters in Lentic and Lotic Ecosystems;Lecture Notes in Networks and Systems;2024
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3