{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T05:35:49Z","timestamp":1769751349397,"version":"3.49.0"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"name":"Department of Science and Technology, India"},{"name":"District Disaster Management Authority of Mandi, Kinnaur, and Kangra"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3287851","type":"journal-article","created":{"date-parts":[[2023,6,20]],"date-time":"2023-06-20T17:33:30Z","timestamp":1687282410000},"page":"62368-62381","source":"Crossref","is-referenced-by-count":14,"title":["Analyzing the Performance of Univariate and Multivariate Machine Learning Models in Soil Movement Prediction: A Comparative Study"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5404-5373","authenticated-orcid":false,"given":"Praveen","family":"Kumar","sequence":"first","affiliation":[{"name":"Applied Cognitive Science Laboratory, Indian Institute of Technology Mandi, Himachal Pradesh, Mandi, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5122-9217","authenticated-orcid":false,"given":"P.","family":"Priyanka","sequence":"additional","affiliation":[{"name":"Applied Cognitive Science Laboratory, Indian Institute of Technology Mandi, Himachal Pradesh, Mandi, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6170-5109","authenticated-orcid":false,"given":"J.","family":"Dhanya","sequence":"additional","affiliation":[{"name":"Geotechnical Engineering Laboratory, Indian Institute of Technology Mandi, Himachal Pradesh, Mandi, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9579-5496","authenticated-orcid":false,"given":"Kala Venkata","family":"Uday","sequence":"additional","affiliation":[{"name":"Geotechnical Engineering Laboratory, Indian Institute of Technology Mandi, Himachal Pradesh, Mandi, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2151-8314","authenticated-orcid":false,"given":"Varun","family":"Dutt","sequence":"additional","affiliation":[{"name":"Applied Cognitive Science Laboratory, Indian Institute of Technology Mandi, Himachal Pradesh, Mandi, India"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s10346-020-01426-2"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-021-02337-y"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2912419"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s12559-012-9148-1"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICFHR.2014.55"},{"key":"ref52","first-page":"1","article-title":"A theoretically grounded application of dropout in recurrent neural networks","volume":"29","author":"gal","year":"2016","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2019.105506"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1049\/cit2.12148"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1504\/IJSI.2022.121100"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3073876"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s11629-021-6824-1"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2961295"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s00477-021-02145-3"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/app11104684"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.jocm.2018.07.002"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.3141\/2136-07"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1979.tb01072.x"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICAdTE.2013.6524743"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1980.tb01116.x"},{"key":"ref47","first-page":"265","article-title":"ARIMA models and the Box–Jenkins methodology","volume":"2","author":"asteriou","year":"2011","journal-title":"J Applied Econometrics"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3182\/20070919-3-HR-3904.00059"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/1130.003.0016"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-6849-3"},{"key":"ref8","first-page":"132","article-title":"Displacement prediction of the Zhujiadian landslide with outliers","volume":"28","author":"geyuan","year":"2020","journal-title":"Eng Geol"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2020.106858"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s12665-021-09696-2"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1111\/gto.12034"},{"key":"ref3","first-page":"1","article-title":"A low cost, sub-surface IoT framework for landslide monitoring, warning, and prediction","author":"pathania","year":"2020","journal-title":"Proc Int Conf Adv Comput Commun Embedded Secure Syst"},{"key":"ref6","first-page":"38","article-title":"A method of dynamic data mining for landslide monitoring data","volume":"30","author":"duan","year":"2013","journal-title":"J Yangtze River Sci Res Inst"},{"key":"ref5","author":"duda","year":"2012","journal-title":"Pattern Classification"},{"key":"ref40","author":"jain","year":"1999","journal-title":"Recurrent Neural Networks Design and Applications"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.21236\/AD0256582"},{"key":"ref34","first-page":"1","article-title":"Time series data analysis using WaveNet and walk forward validation","volume":"30","author":"yoon","year":"2021","journal-title":"J Korea Soc Simul"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1049\/cje.2020.12.005"},{"key":"ref36","first-page":"318","article-title":"Learning internal representations by error propagation","volume":"1","author":"rumelhart","year":"1986","journal-title":"Parallel Distributed Processing Explorations in the Microstructure of Cognition"},{"key":"ref31","year":"2013","journal-title":"Landslides Near Badrinath in Uttarakhand"},{"key":"ref30","year":"2009","journal-title":"Baseline environment impacts and mitigation measures"},{"key":"ref33","author":"box","year":"2015","journal-title":"Time Series Analysis Forecasting and Control"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.3390\/app13042556"},{"key":"ref2","first-page":"177","article-title":"Historical records of socio-economically significant landslides in India","volume":"4","author":"parkash","year":"2011","journal-title":"Journal of South Asia Disaster Study"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1108\/09653560610659793"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2001.934374"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICNN.1995.488968"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/en9020109"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-2070(02)00057-2"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/jrfm14100486"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0176729"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.jkss.2016.12.002"},{"key":"ref22","first-page":"463","article-title":"Learning comprehensible descriptions of multivariate time series","volume":"454","author":"kadous","year":"1999","journal-title":"Proc ICML"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s11269-018-2155-6"},{"key":"ref28","first-page":"127","article-title":"Instrumentation based dynamics study of Tangni landslide near Chamoli, Uttrakhand","volume":"2","author":"chaturvedi","year":"2014","journal-title":"Int J Res Advent Technol"},{"key":"ref27","first-page":"1","article-title":"Landslide distribution and damages during 2013deluge: A case study of Chamoli district, Uttarakhand","volume":"8","author":"khanduri","year":"2018","journal-title":"Geography Natural Disasters"},{"key":"ref29","first-page":"145","article-title":"Instrumentation and slope stability analysis of Tangni landslide","volume":"40","author":"sharma","year":"2015","journal-title":"Eng Geol"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10156813.pdf?arnumber=10156813","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,17]],"date-time":"2023-07-17T17:51:24Z","timestamp":1689616284000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10156813\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":55,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3287851","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}