{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T14:02:02Z","timestamp":1773410522777,"version":"3.50.1"},"reference-count":30,"publisher":"Springer Science and Business Media LLC","issue":"7","license":[{"start":{"date-parts":[[2016,1,8]],"date-time":"2016-01-08T00:00:00Z","timestamp":1452211200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100000780","name":"European Commission (BE)","doi-asserted-by":"publisher","award":["312573"],"award-info":[{"award-number":["312573"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Valencian Institute for Enterprise Competitiveness (IVACE)","award":["IMDECA\/2013\/76"],"award-info":[{"award-number":["IMDECA\/2013\/76"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput &amp; Applic"],"published-print":{"date-parts":[[2017,7]]},"DOI":"10.1007\/s00521-015-2139-x","type":"journal-article","created":{"date-parts":[[2016,1,8]],"date-time":"2016-01-08T02:34:55Z","timestamp":1452220495000},"page":"1763-1773","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Use of SOMs for footwear comfort evaluation"],"prefix":"10.1007","volume":"28","author":[{"given":"Jos\u00e9 M.","family":"Mart\u00ednez-Mart\u00ednez","sequence":"first","affiliation":[]},{"given":"Jos\u00e9 D.","family":"Mart\u00edn-Guerrero","sequence":"additional","affiliation":[]},{"given":"Emilio","family":"Soria-Olivas","sequence":"additional","affiliation":[]},{"given":"Jos\u00e9 A.","family":"Bernabeu","sequence":"additional","affiliation":[]},{"given":"Pablo","family":"Escandell-Montero","sequence":"additional","affiliation":[]},{"given":"Rafael Hern\u00e1ndez","family":"Stark","sequence":"additional","affiliation":[]},{"given":"Antonio J.","family":"Serrano-L\u00f3pez","sequence":"additional","affiliation":[]},{"given":"Enrique","family":"Montiel","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,1,8]]},"reference":[{"key":"2139_CR1","first-page":"186","volume-title":"Medical application of intelligent data analysis: research advancements","author":"Y Alakhdar","year":"2012","unstructured":"Alakhdar Y, Mart\u00ednez-Mart\u00ednez JM, Guimer\u00e0-Tom\u00e1s J, Escandell-Montero P, Ben\u00edtez J, Soria-Olivas E (2012) Visual data mining in physiotherapy using self-organizing maps: a new approximation to the data analysis. In: Magdalena R, Soria E, Guerrero J, \u00f3mez JG (eds) Medical application of intelligent data analysis: research advancements, vol 12. IGI Global, USA, pp 186\u2013193"},{"issue":"6","key":"2139_CR2","doi-asserted-by":"crossref","first-page":"687","DOI":"10.1016\/j.apergo.2006.12.002","volume":"38","author":"EL Au","year":"2007","unstructured":"Au EL, Gootenilleke R (2007) A qualitative study on the comfort and fit of ladies dress shoes. Appl Ergon 38(6):687\u2013696","journal-title":"Appl Ergon"},{"key":"2139_CR3","first-page":"39","volume":"5","author":"P Carley","year":"1998","unstructured":"Carley P (1998) Postal workers respond positively to shoe inserts. Biomechanics 5:39","journal-title":"Biomechanics"},{"issue":"12","key":"2139_CR4","doi-asserted-by":"crossref","first-page":"1575","DOI":"10.1016\/j.cad.2013.08.006","volume":"45","author":"M Davia","year":"2013","unstructured":"Davia M, Jimeno-Morenilla A, Salas F (2013) Footwear bio-modelling: an industrial approach. Comput-Aided Des 45(12):1575\u20131590","journal-title":"Comput-Aided Des"},{"key":"2139_CR5","volume-title":"Visual explorations in finance","year":"1998","unstructured":"Deboeck GJ, Kohonen TK (eds) (1998) Visual explorations in finance, 1st edn. Springer-Verlag New York Inc, Secaucus, NJ, USA","edition":"1"},{"key":"2139_CR6","doi-asserted-by":"crossref","first-page":"206","DOI":"10.4018\/978-1-4666-1806-0.ch011","volume-title":"Intelligent data analysis for real-life applications: theory and practice","author":"I D\u00edaz","year":"2012","unstructured":"D\u00edaz I, Cuadrado AA, Dom\u00ednguez M, Fuertes JJ, Prada MA (2012) Supervision of industrial processes using self organizing maps. In: Magdalena-Benedito R, Mart\u00ednez-Sober M, Mart\u00ednez-Mart\u00ednez JM, Escandell-Montero P, Vila-Franc\u00e9s J (eds) Intelligent data analysis for real-life applications: theory and practice, vol 11. IGI Global, USA, pp 206\u2013227"},{"issue":"2","key":"2139_CR7","doi-asserted-by":"crossref","first-page":"444","DOI":"10.1016\/j.eswa.2005.09.086","volume":"31","author":"C Fern\u00e1ndez","year":"2006","unstructured":"Fern\u00e1ndez C, Soria E, Mart\u00edn-Guerrero JD, Serrano AJ (2006) Neural networks for animal science applications: two case studies. Expert Syst Appl 31(2):444\u2013450","journal-title":"Expert Syst Appl"},{"issue":"2","key":"2139_CR8","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1177\/107110079301400204","volume":"14","author":"C Frey","year":"1993","unstructured":"Frey C, Thompson F, Smith J, Sanders M, Horstman H (1993) American orthopaedic foot and ankle society women\u2019s shoe survey. Foot Ankle Int 14(2):78\u201381","journal-title":"Foot Ankle Int"},{"key":"2139_CR9","unstructured":"FundacionIndustrias (2009) Fundaci\u00f3n de industrias de calzado espa\u00f1ol. anuario 2009. (spanish)"},{"key":"2139_CR10","unstructured":"Gonz\u00e1lez J, Alc\u00e1ntara E, Bataller A, Garc\u00eda A (2001) Physiological and subjective evaluation of footwear thermal response over time. In: Proceedings of 5th Symposium On Footwear Biomechanics, pp. 40\u201341"},{"key":"2139_CR11","unstructured":"Goonetilleke RS (1998) Designing to minimize discomfort. Ergon Des p.\u00a019"},{"key":"2139_CR12","unstructured":"Goonetilleke RS, Luximon A (2001) Designing for comfort: a footwear application. Proc Comput-aided Ergon Safety Conference. 1"},{"issue":"6","key":"2139_CR13","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1016\/0268-0033(94)90062-0","volume":"9","author":"H Chen","year":"1994","unstructured":"Chen H, Nigg B, Koning J (1994) Relationship between plantar pressure distribution under the foot and insole comfort. Clin Biomech 9(6):335\u2013341","journal-title":"Clin Biomech"},{"issue":"sup1","key":"2139_CR14","doi-asserted-by":"crossref","first-page":"S106","DOI":"10.1080\/19424280.2015.1038634","volume":"7","author":"S Hoerzer","year":"2015","unstructured":"Hoerzer S, Trudeau MB, Edwards B, Nigg B (2015) How reliable are subjective footwear comfort assessments? Footwear Sci 7(sup1):S106\u2013S107","journal-title":"Footwear Sci"},{"issue":"3","key":"2139_CR15","doi-asserted-by":"crossref","first-page":"165","DOI":"10.2114\/ahs1983.12.165","volume":"12","author":"A Kawabata","year":"1993","unstructured":"Kawabata A, Tokura H (1993) Effects of two kinds of sport shoes with different structure on thermoregulatory responses. Ann Phys Anthropol 12(3):165\u2013171","journal-title":"Ann Phys Anthropol"},{"key":"2139_CR16","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1007\/BF00337288","volume":"43","author":"T Kohonen","year":"1982","unstructured":"Kohonen T (1982) Self-organized formation of topologically correct feature maps. Biol Cybern 43:59\u201369","journal-title":"Biol Cybern"},{"key":"2139_CR17","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-88163-3","volume-title":"Self-organization and associative memory","author":"T Kohonen","year":"1989","unstructured":"Kohonen T (1989) Self-organization and associative memory, 3rd edn. Springer-Verlag New York Inc, New York","edition":"3"},{"issue":"10","key":"2139_CR18","doi-asserted-by":"crossref","first-page":"1358","DOI":"10.1109\/5.537105","volume":"84","author":"T Kohonen","year":"1996","unstructured":"Kohonen T, Oja E, Simula O, Visa A, Kangas J (1996) Engineering applications of the self-organizing map. Proc IEEE 84(10):1358\u20131384","journal-title":"Proc IEEE"},{"key":"2139_CR19","volume-title":"Creating quality: concepts, systems, strategies, and tools. McGraw-Hill series in industrial engineering and management science","author":"W Kolarik","year":"1995","unstructured":"Kolarik W (1995) Creating quality: concepts, systems, strategies, and tools. McGraw-Hill series in industrial engineering and management science. McGraw-Hill, USA"},{"issue":"1","key":"2139_CR20","doi-asserted-by":"crossref","first-page":"S100","DOI":"10.1080\/19424280.2015.1038631","volume":"7","author":"M Kouchi","year":"2015","unstructured":"Kouchi M, Mochimaru M, Motoda S (2015) Foot-last morphological differences can explain the comfort of womens middle-heeled shoes. Footwear Sci 7(1):S100\u2013S102","journal-title":"Footwear Sci"},{"issue":"sup1","key":"2139_CR21","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1080\/19424280902977061","volume":"1","author":"S Kunde","year":"2009","unstructured":"Kunde S, Milani TL, Sterzing T (2009) Relationship between running shoe fit and perceptual, biomechanical and mechanical parameters. Footwear Sci 1(sup1):19\u201320","journal-title":"Footwear Sci"},{"issue":"6","key":"2139_CR22","doi-asserted-by":"crossref","first-page":"485","DOI":"10.7547\/87507315-93-6-485","volume":"93","author":"DJ Macfarlane","year":"2003","unstructured":"Macfarlane DJ, Jensen JL (2003) Factors in diabetic footwear compliance. J Am Podiatr Med Assoc 93(6):485\u2013491","journal-title":"J Am Podiatr Med Assoc"},{"issue":"2","key":"2139_CR23","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1111\/j.1468-0394.2009.00477.x","volume":"26","author":"R Magdalena","year":"2009","unstructured":"Magdalena R, Fern\u00e1ndez C, Mart\u00edn JD, Soria E, Mart\u00ednez M, Navarro MJ, Mata C (2009) Qualitative analysis of goat and sheep production data using self-organizing maps. Expert Syst 26(2):191\u2013201","journal-title":"Expert Syst"},{"issue":"9","key":"2139_CR24","doi-asserted-by":"crossref","first-page":"759","DOI":"10.1177\/107110070002100908","volume":"21","author":"J Miller","year":"2000","unstructured":"Miller J, Nigg B, Liu W, Stefanyshyn D, Nurse MA (2000) Influence of foot, leg and shoe characteristics on subjective comfort. Foot Ankle International 21(9):759\u2013767","journal-title":"Foot Ankle International"},{"issue":"10","key":"2139_CR25","doi-asserted-by":"crossref","first-page":"1966","DOI":"10.1249\/MSS.0b013e3181dbacc8","volume":"42","author":"K Mills","year":"2010","unstructured":"Mills K, Blanch P, Vicenzino B (2010) Identifying clinically meaningful tools for measuring comfort perception of footwear. Med Sci Sports Exerc 42(10):1966\u20131971","journal-title":"Med Sci Sports Exerc"},{"key":"2139_CR26","unstructured":"N\u00e1cher B, Gonz\u00e1lez J, Alc\u00e1ntara E, Garc\u00eda-Hern\u00e1ndez J, Heras S, Juan A (2006) A footwear fit classification model base don anthropometric data. In: Proceedings of the 8th annual digital human modelling for design and engineering symposium, vol.\u00a01, p. 2327"},{"key":"2139_CR27","first-page":"54","volume":"25","author":"J Vesanto","year":"1999","unstructured":"Vesanto J, Alhoniemi E, Himberg J, Kiviluoto K, Parviainen J (1999) Self-organizing map for data mining in matlab: the som toolbox. Simul News Eur 25:54","journal-title":"Simul News Eur"},{"key":"2139_CR28","unstructured":"Vesanto J, Himberg J, Alhoniemi E, Parhankangas J (2000) SOM Toolbox for MATLAB 5. Tech. rep., Helsinki University of Technology"},{"issue":"1","key":"2139_CR29","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1080\/03093640600574425","volume":"30","author":"A Williams","year":"2006","unstructured":"Williams A, Nester C (2006) Patient perceptions of stock footwear design features. Prosthet Orthot Int 30(1):61\u201371","journal-title":"Prosthet Orthot Int"},{"issue":"12","key":"2139_CR30","doi-asserted-by":"crossref","first-page":"1301","DOI":"10.1080\/00140130410001712645","volume":"47","author":"CP Witana","year":"2004","unstructured":"Witana CP, Feng J, Goonetilleke RS (2004) Dimensional differences for evaluating the quality of footwear fit. Ergonomics 47(12):1301\u20131317","journal-title":"Ergonomics"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-015-2139-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-015-2139-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-015-2139-x","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-015-2139-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,28]],"date-time":"2019-05-28T22:21:26Z","timestamp":1559082086000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-015-2139-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,1,8]]},"references-count":30,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2017,7]]}},"alternative-id":["2139"],"URL":"https:\/\/doi.org\/10.1007\/s00521-015-2139-x","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,1,8]]}}}