{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T00:48:41Z","timestamp":1740098921060,"version":"3.37.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319669625"},{"type":"electronic","value":"9783319669632"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-66963-2_35","type":"book-chapter","created":{"date-parts":[[2017,8,28]],"date-time":"2017-08-28T07:15:18Z","timestamp":1503904518000},"page":"388-397","source":"Crossref","is-referenced-by-count":0,"title":["Classification by Nearest Neighbor and Multilayer Perceptron a New Approach Based on Fuzzy Similarity Quality Measure: A Case Study"],"prefix":"10.1007","author":[{"given":"Dianne","family":"Arias","sequence":"first","affiliation":[]},{"given":"Yaima","family":"Filiberto","sequence":"additional","affiliation":[]},{"given":"Rafael","family":"Bello","sequence":"additional","affiliation":[]},{"given":"Ileana","family":"Cadena","sequence":"additional","affiliation":[]},{"given":"Wilfredo","family":"Martinez","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,8,29]]},"reference":[{"key":"35_CR1","doi-asserted-by":"crossref","unstructured":"Filiberto, Y., Bello, R., Caballero, Y., Larrua, R.: A method to build similarity relations into extended rough set theory. In: 10th International Conference on Intelligent Systems Design and Applications (2010)","DOI":"10.1109\/ISDA.2010.5687091"},{"key":"35_CR2","series-title":"LNCS","first-page":"328","volume-title":"ICSI 2010, Part I","author":"X Fu","year":"2010","unstructured":"Fu, X., Zhang, S., Pang, Z.: A resource limited immune approach for evolving architecture and weights of multilayer neural network. In: Tan, Y., Shi, Y., Tan, K.C. (eds.) ICSI 2010, Part I. LNCS, vol. 6145, pp. 328\u2013337. Springer, Heidelberg (2010)"},{"key":"35_CR3","series-title":"LNCS","first-page":"308","volume-title":"ICONIP 2008, Part II","author":"S Adam","year":"2009","unstructured":"Adam, S., Alexios, D., Vrahatis, M.: Revisiting the problem of weight initialization for multi-layer perceptrons trained with back propagation. In: K\u00f6ppen, M., et al. (eds.) ICONIP 2008, Part II. LNCS, vol. 5507, pp. 308\u2013315. Springer, Heidelberg (2009)"},{"key":"35_CR4","doi-asserted-by":"crossref","unstructured":"Coello, L., Fernandez, Y., Filiberto, Y., Bello, R.: Improving the MLP learning by using a method to calculate the initial weights with the quality of similarity measure based on fuzzy sets and particle swarms. J. CyS. 19, 309\u2013320 (2015)","DOI":"10.13053\/cys-19-2-2202"},{"key":"35_CR5","series-title":"SCI","first-page":"359","volume-title":"NICSO 2010","author":"Y Filiberto","year":"2010","unstructured":"Filiberto, Y., Bello, R., Caballero, Y., Larrua, R.: Using PSO and RST to predict the resistant capacity of connections in composite structures. In: Gonz\u00e1lez, J.R., Pelta, D.A., Cruz, C., Terrazas, G., Krasnogor, N. (eds.) NICSO 2010. SCI, vol. 284, pp. 359\u2013370. Springer, Heidelberg (2010)"},{"key":"35_CR6","unstructured":"Mitchell, T.: Machine learning. In: Science\/Engineering\/Math. McGraw Hill, Portland (1997)"},{"key":"35_CR7","doi-asserted-by":"crossref","unstructured":"Fernandez, Y., Coello, L., Filiberto, Y., Bello, R., Falco, R.: Learning similarity measures from data with fuzzy sets and particle swarms. In: 11th International Conference on Electrical Engineering, Computing Science and Automatic Control, pp. 1\u20136. IEEE Press, Mexico City (2014)","DOI":"10.1109\/ICEEE.2014.6978261"},{"key":"35_CR8","unstructured":"Duch, W., Grudzinski, K.: Weighting and selection features. In: Intelligent Information Systems, pp. 32\u201336 (1999)"},{"key":"35_CR9","doi-asserted-by":"crossref","unstructured":"Filiberto, Y., Bello, R., Caballero, Y., Frias, M.: An analysis about the measure quality of similarity and its applications in machine learning. In: 4th International Workshop on Knowledge Discovery, Knowledge Management and Decision Support, Mexico, pp. 130\u2013139 (2013)","DOI":"10.2991\/.2013.16"},{"key":"35_CR10","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1016\/S0020-0255(71)80005-1","volume":"3","author":"LA Zadeh","year":"1971","unstructured":"Zadeh, L.A.: Similarity relations and fuzzy orderings. Inf. Sci. 3, 177\u2013200 (1971)","journal-title":"Inf. Sci."},{"key":"35_CR11","doi-asserted-by":"crossref","first-page":"305","DOI":"10.1016\/0165-0114(95)00365-7","volume":"85","author":"W Wang","year":"1997","unstructured":"Wang, W.: New similarity measures on fuzzy sets and on elements. Fuzzy Sets Syst. 85, 305\u2013309 (1997)","journal-title":"Fuzzy Sets Syst."},{"key":"35_CR12","doi-asserted-by":"crossref","first-page":"571","DOI":"10.1080\/03610928008827904","volume":"9","author":"R Iman","year":"1980","unstructured":"Iman, R., Davenport, J.: Approximations of the critical region of the friedman statistic. Commun. Stat. Part A Theor. Meth. 9, 571\u2013595 (1980)","journal-title":"Commun. Stat. Part A Theor. Meth."},{"key":"35_CR13","first-page":"65","volume":"6","author":"S Holm","year":"1979","unstructured":"Holm, S.: A simple sequentially rejective multiple test procedure. J. Stat. 6, 65\u201370 (1979)","journal-title":"J. Stat."},{"key":"35_CR14","volume-title":"Ingenieria deTransito. Fundamentos y Aplicaciones","author":"R Cal","year":"2013","unstructured":"Cal, R., Reyes, M., Cardenas, J.: Ingenieria deTransito. Fundamentos y Aplicaciones. Felix Varela, La Habana (2013)"}],"container-title":["Communications in Computer and Information Science","Applied Computer Sciences in Engineering"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-66963-2_35","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,2]],"date-time":"2019-10-02T17:15:13Z","timestamp":1570036513000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-66963-2_35"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319669625","9783319669632"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-66963-2_35","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2017]]}}}