{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,28]],"date-time":"2025-11-28T17:19:01Z","timestamp":1764350341052},"reference-count":34,"publisher":"Springer Science and Business Media LLC","issue":"8","license":[{"start":{"date-parts":[[2017,1,16]],"date-time":"2017-01-16T00:00:00Z","timestamp":1484524800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1007\/s00521-016-2792-8","type":"journal-article","created":{"date-parts":[[2017,1,16]],"date-time":"2017-01-16T06:47:34Z","timestamp":1484549254000},"page":"2555-2567","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["Estimating shear stress in a rectangular channel with rough boundaries using an optimized SVM method"],"prefix":"10.1007","volume":"30","author":[{"given":"Zohreh Sheikh","family":"Khozani","sequence":"first","affiliation":[]},{"given":"Hossein","family":"Bonakdari","sequence":"additional","affiliation":[]},{"given":"Amir Hossein","family":"Zaji","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,1,16]]},"reference":[{"issue":"7","key":"2792_CR1","doi-asserted-by":"crossref","first-page":"839","DOI":"10.1061\/JYCEAJ.0005695","volume":"107","author":"DW Knight","year":"1981","unstructured":"Knight DW (1981) Boundary shear in smooth and rough channels. J Hydraul Div 107(7):839\u2013851","journal-title":"J Hydraul Div"},{"issue":"4","key":"2792_CR2","doi-asserted-by":"crossref","first-page":"405","DOI":"10.1061\/(ASCE)0733-9429(1984)110:4(405)","volume":"10","author":"DW Knight","year":"1984","unstructured":"Knight DW, Demetriou JD, Hamed ME (1984) Boundary shear stress in smooth rectangular channel. J Hydraul Eng 10(4):405\u2013422","journal-title":"J Hydraul Eng"},{"key":"2792_CR3","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1080\/00221688909499249","volume":"27","author":"A Tominaga","year":"1989","unstructured":"Tominaga A, Nezu I, Ezaki K, Nakagawa H (1989) Three dimensional turbulent structure in straight open channel flows. J Hydraul Res 27:149\u2013173","journal-title":"J Hydraul Res"},{"issue":"4","key":"2792_CR4","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1061\/(ASCE)0733-9429(2000)126:4(263)","volume":"126","author":"DW Knight","year":"2000","unstructured":"Knight DW, Sterling M (2000) Boundary shear in circular pipes partially full. J Hydraul Eng 126(4):263\u2013275","journal-title":"J Hydraul Eng"},{"key":"2792_CR5","first-page":"337","volume":"1","author":"S Atabay","year":"2004","unstructured":"Atabay S, Knight DW, Seckin G (2004) Influence of a mobile bed on the boundary shear in a compound channel. Proc Int Conf River Flow Napoli Italy 1:337\u2013345","journal-title":"Proc Int Conf River Flow Napoli Italy"},{"issue":"2","key":"2792_CR6","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1080\/00221686.2005.9641233","volume":"43","author":"A Bilgil","year":"2005","unstructured":"Bilgil A (2005) Correlation and distribution of shear stress for turbulent flow in a smooth rectangular open channel. Hydraul Res 43(2):165\u2013173","journal-title":"Hydraul Res"},{"issue":"1","key":"2792_CR7","first-page":"155","volume":"33","author":"M Ardiklioghlo","year":"2006","unstructured":"Ardiklioghlo M, Seckin G, Yurtal R (2006) Shear stress distribution along the cross section in smooth and rough open channels flow. Kuwait J Sci Eng 33(1):155\u2013168","journal-title":"Kuwait J Sci Eng"},{"issue":"8","key":"2792_CR8","doi-asserted-by":"crossref","first-page":"2181","DOI":"10.1080\/19443994.2014.933622","volume":"54","author":"GI Pechlivanidis","year":"2014","unstructured":"Pechlivanidis GI, Keramaris E, Pechlivanidis IG, Samaras GA (2014) Shear stress estimation in the linear zone over impermeable and permeable beds in open channels. Desalin Water Treat 54(8):2181\u20132189","journal-title":"Desalin Water Treat"},{"issue":"2140","key":"2792_CR9","first-page":"561","volume":"107","author":"HA Einstein","year":"1942","unstructured":"Einstein HA (1942) Formulas for the transportation of bed-load. Trans ASCE 107(2140):561\u2013597","journal-title":"Trans ASCE"},{"key":"2792_CR10","doi-asserted-by":"crossref","first-page":"381","DOI":"10.1080\/00221686.1999.9628254","volume":"37","author":"SR Khodashenas","year":"1999","unstructured":"Khodashenas SR, Paquier A (1999) A geometrical method for computing the distribution of boundary shear stress across irregular straight open channel. J Hydraul Res 37:381\u2013388","journal-title":"J Hydraul Res"},{"issue":"1","key":"2792_CR11","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1061\/(ASCE)0733-9429(2005)131:1(30)","volume":"131","author":"J Guo","year":"2005","unstructured":"Guo J, Julien PY (2005) Shear stress in smooth rectangular open-channel flow. J Hydraul Eng 131(1):30\u201337","journal-title":"J Hydraul Eng"},{"issue":"2","key":"2792_CR12","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1061\/(ASCE)0733-9429(2008)134:2(205)","volume":"134","author":"AR Zarrati","year":"2008","unstructured":"Zarrati AR, Jin YC, Karimpour S (2008) Semianalytical model for shear stress distribution in simple and compound open channels. J Hydrol Eng 134(2):205\u2013215","journal-title":"J Hydrol Eng"},{"issue":"1","key":"2792_CR13","doi-asserted-by":"crossref","first-page":"98","DOI":"10.1080\/00221680509500114","volume":"43","author":"SQ Yang","year":"2006","unstructured":"Yang SQ, Lim SY (2006) Boundary shear stress distribution in trapezoidal channels. J Hydraul Res 43(1):98\u2013102","journal-title":"J Hydraul Res"},{"issue":"2","key":"2792_CR14","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1061\/(ASCE)HY.1943-7900.0000658","volume":"139","author":"A Kabiri-Samani","year":"2013","unstructured":"Kabiri-Samani A, Farshi F, Chamani MR (2013) Boundary shear stress in smooth trapezoidal open channel flows. J Hydraul Eng 139(2):205\u2013212","journal-title":"J Hydraul Eng"},{"key":"2792_CR15","unstructured":"Khozani ZS, Bonakdari H (2016) A Comparison of five different models in predicting the shear stress distribution in straight compound channels. Sientia Iranica (in press)"},{"key":"2792_CR16","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1007\/s00477-002-0088-2","volume":"16","author":"M Sterling","year":"2002","unstructured":"Sterling M, Knight DW (2002) An attempt at using the entropy approach to predict the transverse distribution of boundary shear stress in open channel flow. J Stoch Environ Res Risk Assess 16:127\u2013142","journal-title":"J Stoch Environ Res Risk Assess"},{"issue":"6","key":"2792_CR17","doi-asserted-by":"crossref","first-page":"629","DOI":"10.1080\/1573062X.2015.1011672","volume":"13","author":"Z Sheikh","year":"2015","unstructured":"Sheikh Z, Bonakdari H (2015) Prediction of boundary shear stress in circular and trapezoidal channels with entropy concept. J Urban Water 13(6):629\u2013636","journal-title":"J Urban Water"},{"issue":"1","key":"2792_CR18","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s00477-014-0959-3","volume":"29","author":"H Bonakdari","year":"2015","unstructured":"Bonakdari H, Sheikh Z, Tooshmalani M (2015) Comparison between Shannon and Tsallis entropies for prediction of shear stress distribution in circular open channels. J Stoch Environ Res Risk Assess 29(1):1\u201311","journal-title":"J Stoch Environ Res Risk Assess"},{"issue":"3","key":"2792_CR19","first-page":"360","volume":"28","author":"H Bonakdari","year":"2015","unstructured":"Bonakdari H, Tooshmalani M, Sheikh Z (2015) Predicting shear stress distribution in rectangular channels using entropy concept. Int J Eng 28(3):360\u2013367","journal-title":"Int J Eng"},{"issue":"4","key":"2792_CR20","doi-asserted-by":"crossref","first-page":"967","DOI":"10.1061\/JYCEAJ.0002477","volume":"96","author":"SN Ghosh","year":"1970","unstructured":"Ghosh SN, Roy N (1970) Boundary shear distribution in open channel flow. J Hydraul Div 96(4):967\u2013994","journal-title":"J Hydraul Div"},{"key":"2792_CR21","volume-title":"Turbulence in open channel flows","author":"I Nezu","year":"1993","unstructured":"Nezu I, Nakagawa H (1993) Turbulence in open channel flows. International Association for Hydraulic Research Monograph, Brookfield"},{"key":"2792_CR22","first-page":"51","volume-title":"Physical mechanisms of mixing and transport in the environment","author":"DW Knight","year":"1994","unstructured":"Knight DW, Yuen KWH, Al Hamid AAI (1994) Boundary shear stress distributions in open channel flow. In: Beven K, Chatwin P, Millbank J (eds) Physical mechanisms of mixing and transport in the environment. Wiley, New York, pp 51\u201387"},{"issue":"6","key":"2792_CR23","doi-asserted-by":"crossref","first-page":"404","DOI":"10.1016\/j.flowmeasinst.2008.07.001","volume":"19","author":"A Bilgil","year":"2008","unstructured":"Bilgil A, Altun H (2008) Investigation of flow resistance in smooth open channels using artificial neural networks. Flow Meas Instrum 19(6):404\u2013408","journal-title":"Flow Meas Instrum"},{"issue":"3","key":"2792_CR24","first-page":"2478","volume":"3","author":"P Guyal","year":"2014","unstructured":"Guyal P, Chowdhury S, Agnihotri K (2014) Modelling of angle of shearing resistance using support vector machines. Int J Eng Res Technol 3(3):2478\u20132481","journal-title":"Int J Eng Res Technol"},{"key":"2792_CR25","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1016\/j.measurement.2016.03.018","volume":"87","author":"ZS Khozani","year":"2016","unstructured":"Khozani ZS, Bonakdari H, Zaji AM (2016) Application of a genetic algorithm in predicting the percentage of shear force carried by walls in smooth rectangular channels. Measurement 87:87\u201398","journal-title":"Measurement"},{"issue":"1","key":"2792_CR26","doi-asserted-by":"crossref","first-page":"124","DOI":"10.2166\/wst.2015.470","volume":"73","author":"ZS Khozani","year":"2016","unstructured":"Khozani ZS, Bonakdari H, Zaji AM (2016) Application of soft computing technique in prediction percentage of shear force carried by walls in rectangular channel with non-homogenous roughness. Water Sci Technol 73(1):124\u2013129","journal-title":"Water Sci Technol"},{"key":"2792_CR27","doi-asserted-by":"crossref","first-page":"656","DOI":"10.1623\/hysj.53.3.656","volume":"53","author":"M Cimen","year":"2008","unstructured":"Cimen M (2008) Estimation of daily suspended sediments using support vector machines. J Hydrol Sci 53:656\u2013666","journal-title":"J Hydrol Sci"},{"key":"2792_CR28","doi-asserted-by":"crossref","first-page":"2902","DOI":"10.1016\/j.asoc.2010.11.026","volume":"1","author":"HM Azamathulla","year":"2011","unstructured":"Azamathulla HM, Wu FC (2011) Support vector machine approach for longitudinal dispersion coefficients in natural streams. Appl Soft Comput 1:2902\u20132905","journal-title":"Appl Soft Comput"},{"key":"2792_CR29","doi-asserted-by":"crossref","first-page":"611","DOI":"10.1007\/s00271-012-0336-2","volume":"31","author":"O Kisi","year":"2013","unstructured":"Kisi O (2013) Least squares support vector machine for modeling daily reference evapotranspiration. Irrig Sci 31:611\u2013619","journal-title":"Irrig Sci"},{"key":"2792_CR30","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1016\/j.jhydrol.2012.11.048","volume":"478","author":"E Kakaei Lafdani","year":"2013","unstructured":"Kakaei Lafdani E, Moghaddam Nia A, Ahmadi A (2013) Daily suspended sediment load prediction using artificial neural networks and support vector machines. J Hydrol 478:50\u201362","journal-title":"J Hydrol"},{"issue":"5","key":"2792_CR31","doi-asserted-by":"crossref","first-page":"1048","DOI":"10.1061\/(ASCE)HE.1943-5584.0000875","volume":"19","author":"V Nikam","year":"2014","unstructured":"Nikam V, Gupta K (2014) SVM-based model for short-term rainfall forecasts at a local scale in the Mumbai Urban area, India. J Hydrol Eng 19(5):1048\u20131052","journal-title":"J Hydrol Eng"},{"issue":"3\u20134","key":"2792_CR32","first-page":"723","volume":"119","author":"O Hamedi","year":"2014","unstructured":"Hamedi O, Poorolajal J, Sadeghifar M, Abbasi H, Maryanaji Z, Faridi HR, Tapak L (2014) A comparative study of support vector machines and artificial neural networks for predicting precipitation in Iran. Theor Appl Climatol 119(3\u20134):723\u2013731","journal-title":"Theor Appl Climatol"},{"key":"2792_CR33","unstructured":"Flintham TP, Carling PA (1988) The prediction of mean bed and wall boundary shear in uniform and compositely rough channels. In: Proceedings of international conference on river regime. Wiley, pp 267\u2013287"},{"key":"2792_CR34","doi-asserted-by":"crossref","unstructured":"Vapnik V (2000) The nature of statistical learning theory, 2nd ed. Springer, ISBN-13: 978-0387987804","DOI":"10.1007\/978-1-4757-3264-1"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-016-2792-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-016-2792-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-016-2792-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,21]],"date-time":"2022-07-21T19:54:14Z","timestamp":1658433254000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-016-2792-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,1,16]]},"references-count":34,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2018,10]]}},"alternative-id":["2792"],"URL":"https:\/\/doi.org\/10.1007\/s00521-016-2792-8","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,1,16]]}}}