{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,24]],"date-time":"2026-01-24T08:35:40Z","timestamp":1769243740798,"version":"3.49.0"},"reference-count":46,"publisher":"American Society of Civil Engineers (ASCE)","issue":"4","content-domain":{"domain":["ascelibrary.org"],"crossmark-restriction":true},"short-container-title":["J. Comput. Civ. Eng."],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1061\/(asce)cp.1943-5487.0000770","type":"journal-article","created":{"date-parts":[[2018,5,12]],"date-time":"2018-05-12T02:40:39Z","timestamp":1526092839000},"update-policy":"https:\/\/doi.org\/10.1061\/do.news.20190416.0001","source":"Crossref","is-referenced-by-count":13,"title":["Data-Driven Model for Stability Condition Prediction of Soil Embankments Based on Visual Data Features"],"prefix":"10.1061","volume":"32","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6824-5221","authenticated-orcid":true,"given":"Joaquim","family":"Tinoco","sequence":"first","affiliation":[{"name":"Researcher, Institute for Sustainability and Innovation, Structural Engineering and ALGORITMI Research Center, School of Engineering, Univ. of Minho, 4800-058 Guimar\u00e3es, Portugal (corresponding author). ORCID: ."}]},{"given":"A.","family":"Gomes Correia","sequence":"additional","affiliation":[{"name":"Full Professor, Institute for Sustainability and Innovation, Structural Engineering, School of Engineering, Univ. of Minho, 4800-058 Guimar\u00e3es, Portugal."}]},{"given":"Paulo","family":"Cortez","sequence":"additional","affiliation":[{"name":"Associate Professor, ALGORITMI Research Center, School of Engineeering, Univ. of Minho, 4800-058 Guimar\u00e3es, Portugal."}]},{"given":"David G.","family":"Toll","sequence":"additional","affiliation":[{"name":"Full Professor, School of Engineering and Computing Sciences, Univ. of Durham, Durham DH1 3LE, UK."}]}],"member":"30","reference":[{"key":"e_1_3_2_2_1","doi-asserted-by":"publisher","DOI":"10.1108\/02644401011073700"},{"key":"e_1_3_2_3_1","doi-asserted-by":"crossref","unstructured":"Ba\u00eda L. and L. Torgo. 2015. \u201cForecasting the correct trading actions.\u201d In Proc. EPIA 2015 560\u2013571. Cham Switzerland: Springer.","DOI":"10.1007\/978-3-319-23485-4_55"},{"key":"e_1_3_2_4_1","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"e_1_3_2_5_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CP.1943-5487.0000456"},{"key":"e_1_3_2_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.08.081"},{"key":"e_1_3_2_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.autcon.2011.06.015"},{"key":"e_1_3_2_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(03)00169-2"},{"key":"e_1_3_2_9_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"e_1_3_2_10_1","doi-asserted-by":"crossref","unstructured":"Cortez P. 2010. \u201cData mining with neural networks and support vector machines using the R\/rminer tool.\u201d In Proc. 10th Industrial Conf. on  Advances in Data Mining: Applications and Theoretical Aspects edited by P. Perner 572\u2013583. Berlin Germany: Springer.","DOI":"10.1007\/978-3-642-14400-4_44"},{"key":"e_1_3_2_11_1","doi-asserted-by":"crossref","unstructured":"Cortez P. and M. Embrechts. 2011. \u201cOpening black box data mining models using sensitivity analysis.\u201d In Proc. 2011 IEEE Symp. on Computational Intelligence and Data Mining CIDM 2011 341\u2013348. Paris France: IEEE.","DOI":"10.1109\/CIDM.2011.5949423"},{"key":"e_1_3_2_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2012.10.039"},{"key":"e_1_3_2_13_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12665-010-0839-1"},{"key":"e_1_3_2_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2013.12.011"},{"key":"e_1_3_2_15_1","doi-asserted-by":"publisher","DOI":"10.1680\/geot.8.T.004"},{"key":"e_1_3_2_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10706-012-9585-3"},{"key":"e_1_3_2_17_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-84858-7"},{"key":"e_1_3_2_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-4730(00)00006-0"},{"key":"e_1_3_2_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2012.03.006"},{"key":"e_1_3_2_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compgeo.2014.08.010"},{"key":"e_1_3_2_21_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)CP.1943-5487.0000514"},{"key":"e_1_3_2_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.11.122"},{"key":"e_1_3_2_23_1","doi-asserted-by":"publisher","DOI":"10.1080\/19648189.2016.1169225"},{"key":"e_1_3_2_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.apm.2016.01.050"},{"key":"e_1_3_2_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0952-1976(02)00006-4"},{"key":"e_1_3_2_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2012.02.063"},{"key":"e_1_3_2_27_1","unstructured":"Ling C. X. and C. Li. 1998. \u201cData mining for direct marketing: Problems and solutions.\u201d In Proc. 4th Int. Conf. on Knowledge Discovery and Data Mining KDD\u201998 73\u201379. New York: AAAI."},{"key":"e_1_3_2_28_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:NHAZ.0000007168.00673.27"},{"key":"e_1_3_2_29_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)GM.1943-5622.0000071"},{"key":"e_1_3_2_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijrmms.2015.03.015"},{"key":"e_1_3_2_31_1","first-page":"1245","article-title":"A review of current methods for slope stability evaluation","volume":"16","author":"Pourkhosravani A.","year":"2011","journal-title":"Electron. J. Geotech. Eng."},{"key":"e_1_3_2_32_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.proeng.2016.06.112"},{"key":"e_1_3_2_33_1","unstructured":"R Team. 2009. \u201cR: A language and environment for statistical computing.\u201d Accessed April 27 2018. http:\/\/www.r-project.org\/."},{"key":"e_1_3_2_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2012.02.038"},{"key":"e_1_3_2_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10706-004-8680-5"},{"key":"e_1_3_2_36_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)1090-0241(2005)131:11(1423)"},{"key":"e_1_3_2_37_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:STCO.0000035301.49549.88"},{"key":"e_1_3_2_38_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compgeo.2009.08.005"},{"key":"e_1_3_2_39_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11069-016-2454-2"},{"key":"e_1_3_2_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enggeo.2013.11.015"},{"key":"e_1_3_2_41_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compgeo.2013.08.010"},{"key":"e_1_3_2_42_1","doi-asserted-by":"publisher","DOI":"10.1111\/exsy.12081"},{"key":"e_1_3_2_43_1","volume-title":"Modern applied statistics with S","author":"Venables W.","year":"2003","edition":"2"},{"key":"e_1_3_2_44_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00254-005-1225-2"},{"key":"e_1_3_2_45_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.enggeo.2005.06.005"},{"key":"e_1_3_2_46_1","doi-asserted-by":"publisher","DOI":"10.1613\/jair.1199"},{"key":"e_1_3_2_47_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.geomorph.2008.02.011"}],"container-title":["Journal of Computing in Civil Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/ascelibrary.org\/doi\/pdf\/10.1061\/%28ASCE%29CP.1943-5487.0000770","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,9]],"date-time":"2022-06-09T21:40:40Z","timestamp":1654810840000},"score":1,"resource":{"primary":{"URL":"https:\/\/ascelibrary.org\/doi\/10.1061\/%28ASCE%29CP.1943-5487.0000770"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":46,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2018,7]]}},"alternative-id":["10.1061\/(ASCE)CP.1943-5487.0000770"],"URL":"https:\/\/doi.org\/10.1061\/(asce)cp.1943-5487.0000770","relation":{},"ISSN":["0887-3801","1943-5487"],"issn-type":[{"value":"0887-3801","type":"print"},{"value":"1943-5487","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,7]]},"assertion":[{"value":"2017-04-12","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2018-01-31","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2018-05-11","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"04018027"}}