R. C. Mamat, A. Kasa, Siti Fatin Mohd Razali, A. Samad, A. Ramli, M. Yazid
{"title":"Application of artificial intelligence in predicting ground settlement on earth slope","authors":"R. C. Mamat, A. Kasa, Siti Fatin Mohd Razali, A. Samad, A. Ramli, M. Yazid","doi":"10.1063/1.5121094","DOIUrl":null,"url":null,"abstract":"Ground settlement is the main factor in slope stability. This paper reviews the application of artificial intelligence (AI) in predicting the slope ground settlement. The objective of this paper is to discuss the application of AI in three categories i.e. i) ANN, ii) ANFIS and iii) hybrid model which includes research reports over the last ten years. Additionally, future research proposals are presented. ANN is a predictive tool that is often used instead of ANFIS because of its non-linear behavior.Ground settlement is the main factor in slope stability. This paper reviews the application of artificial intelligence (AI) in predicting the slope ground settlement. The objective of this paper is to discuss the application of AI in three categories i.e. i) ANN, ii) ANFIS and iii) hybrid model which includes research reports over the last ten years. Additionally, future research proposals are presented. ANN is a predictive tool that is often used instead of ANFIS because of its non-linear behavior.","PeriodicalId":325925,"journal":{"name":"THE 4TH INNOVATION AND ANALYTICS CONFERENCE & EXHIBITION (IACE 2019)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"THE 4TH INNOVATION AND ANALYTICS CONFERENCE & EXHIBITION (IACE 2019)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1063/1.5121094","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7
Abstract
Ground settlement is the main factor in slope stability. This paper reviews the application of artificial intelligence (AI) in predicting the slope ground settlement. The objective of this paper is to discuss the application of AI in three categories i.e. i) ANN, ii) ANFIS and iii) hybrid model which includes research reports over the last ten years. Additionally, future research proposals are presented. ANN is a predictive tool that is often used instead of ANFIS because of its non-linear behavior.Ground settlement is the main factor in slope stability. This paper reviews the application of artificial intelligence (AI) in predicting the slope ground settlement. The objective of this paper is to discuss the application of AI in three categories i.e. i) ANN, ii) ANFIS and iii) hybrid model which includes research reports over the last ten years. Additionally, future research proposals are presented. ANN is a predictive tool that is often used instead of ANFIS because of its non-linear behavior.
地面沉降是影响边坡稳定的主要因素。本文综述了人工智能在边坡地面沉降预测中的应用。本文的目的是讨论人工智能在三类中的应用，即i) ANN, ii) ANFIS和iii)混合模型，其中包括过去十年的研究报告。最后，对今后的研究提出了建议。人工神经网络是一种预测工具，由于其非线性特性，经常被用来代替人工神经网络。地面沉降是影响边坡稳定的主要因素。本文综述了人工智能在边坡地面沉降预测中的应用。本文的目的是讨论人工智能在三类中的应用，即i) ANN, ii) ANFIS和iii)混合模型，其中包括过去十年的研究报告。最后，对今后的研究提出了建议。人工神经网络是一种预测工具，由于其非线性特性，经常被用来代替人工神经网络。
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