A Comparison of Residential Apartment Rent Price Predictions Using a Large Data Set: Kriging Versus Deep Neural Network
Author:
Affiliation:
1. Department of Civil Engineering Graduate School of Engineering Faculty of Engineering Kobe University Kobe Japan
2. Gunosy IncRoppongi Hills Mori Tower Tokyo Japan
Funder
Japan Society for the Promotion of Science
Publisher
Wiley
Subject
Earth-Surface Processes,Geography, Planning and Development
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1111/gean.12283
Reference59 articles.
1. Artificial Neural Network in Property Valuation: Application Framework and Research Trend;Abidoye R. B.;Property Management,2017
2. Improving Property Valuation Accuracy: A Comparison of Hedonic Pricing Model and Artificial Neural Network;Abidoye R. B.;Pacific Rim Property Research Journal,2018
3. Hierarchical Modeling and Analysis for Spatial Data
4. Algorithms for Hyper‐Parameter Optimization;Bergstra J. S.;Proceedings for Advances in Neural Information Processing Systems,2011
5. Random Search for Hyper‐Parameter Optimization;Bergstra J. S.;Journal of Machine Learning Research,2012
Cited by 20 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. A Hybrid Machine Learning Model Architecture with Clustering Analysis and Stacking Ensemble for Real Estate Price Prediction;Computational Economics;2024-08-20
2. Predictions of steel price indices through machine learning for the regional northeast Chinese market;Neural Computing and Applications;2024-08-19
3. Machine learning price index forecasts of flat steel products;Mineral Economics;2024-07-22
4. Palladium Price Predictions via Machine Learning;Materials Circular Economy;2024-06-11
5. Pre-owned housing price index forecasts using Gaussian process regressions;Journal of Modelling in Management;2024-06-06
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