{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T11:14:44Z","timestamp":1725534884490},"publisher-location":"Berlin, Heidelberg","reference-count":17,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642026102"},{"type":"electronic","value":"9783642026119"}],"license":[{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"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":[[2009]]},"DOI":"10.1007\/978-3-642-02611-9_37","type":"book-chapter","created":{"date-parts":[[2009,7,6]],"date-time":"2009-07-06T06:08:59Z","timestamp":1246860539000},"page":"369-376","source":"Crossref","is-referenced-by-count":1,"title":["Fuzzy Gaussian Process Classification Model"],"prefix":"10.1007","author":[{"given":"Eman","family":"Ahmed","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Neamat","family":"El Gayar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amir F.","family":"Atiya","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Iman A.","family":"El Azab","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"37_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1007\/11829898_7","volume-title":"Artificial Neural Networks in Pattern Recognition","author":"N. Gayar El","year":"2006","unstructured":"El Gayar, N., Schwenker, F., Palm, G.: A study of the robustness of knn classifiers trained using soft labels. In: Schwenker, F., Marinai, S. (eds.) ANNPR 2006. LNCS, vol.\u00a04087, pp. 67\u201380. Springer, Heidelberg (2006)"},{"key":"37_CR2","doi-asserted-by":"publisher","first-page":"683","DOI":"10.1109\/72.159058","volume":"3","author":"S. Pal","year":"1992","unstructured":"Pal, S., Mitra, S.: Multilayer perceptron, fuzzy sets and classification. IEEE Transactions on Neural Networks\u00a03, 683\u2013697 (1992)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"37_CR3","unstructured":"El Gayar, N.: Fuzzy Neural Network Models for Unsupervised and Confidence-Based Learning. PhD thesis, Dept. of Comp. Sc., University of Alexandria (1999)"},{"key":"37_CR4","doi-asserted-by":"publisher","first-page":"693","DOI":"10.1109\/TPAMI.1985.4767725","volume":"7","author":"J. Keller","year":"1985","unstructured":"Keller, J., Gray, M., Givens, J.: A fuzzy k-nearest algorithm. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a07, 693\u2013699 (1985)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"37_CR5","doi-asserted-by":"crossref","unstructured":"Kuncheva, L.: Fuzzy classifier design. Physica-verlag (2000)","DOI":"10.1007\/978-3-7908-1850-5"},{"key":"37_CR6","doi-asserted-by":"publisher","first-page":"464","DOI":"10.1109\/72.991432","volume":"13","author":"C. Lin","year":"2002","unstructured":"Lin, C., Wang, S.: Fuzzy support vector machines. IEEE Transactions on Neural Networks\u00a013, 464\u2013471 (2002)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"37_CR7","doi-asserted-by":"crossref","unstructured":"Borasca, B., Bruzzone, L., Carlin, L., Zusi, M.: A fuzzy-input fuzzy-output svm technique for classification of hyperspectral remote sensing images. In: NORSIG 2006, Reykjavk (2006)","DOI":"10.1109\/NORSIG.2006.275261"},{"key":"37_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"156","DOI":"10.1007\/978-3-540-74829-8_20","volume-title":"Knowledge-Based Intelligent Information and Engineering Systems","author":"C. Thiel","year":"2007","unstructured":"Thiel, C., Scherer, S., Schwenker, F.: Fuzzy-input fuzzy-output one-against-all support vector machines. In: Apolloni, B., Howlett, R.J., Jain, L. (eds.) KES 2007, Part III. LNCS, vol.\u00a04694, pp. 156\u2013165. Springer, Heidelberg (2007)"},{"key":"37_CR9","doi-asserted-by":"publisher","first-page":"1589","DOI":"10.1162\/089976603321891819","volume":"15","author":"S. Seo","year":"2003","unstructured":"Seo, S., Obermayer, K.: Soft learning vector quantization. Neural Computation\u00a015, 1589\u20131604 (2003)","journal-title":"Neural Computation"},{"key":"37_CR10","unstructured":"Villmann, T., Hammer, B., Schleif, F., Geweniger, T.: Fuzzy labeled neural gas for fuzzy classification. In: WSOM 2005, Paris, France, September 2005, pp. 283\u2013290 (2005)"},{"key":"37_CR11","first-page":"11","volume-title":"ICMLA 2005","author":"T. Villmann","year":"2005","unstructured":"Villmann, T., Schleif, F., Hammer, B.: Fuzzy labeled soft nearest neighbor classification with relevance learning. In: ICMLA 2005, December 2005, pp. 11\u201315. IEEE Press, Los Angeles, USA (2005)"},{"key":"37_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1007\/978-3-540-69939-2_12","volume-title":"Artificial Neural Networks in Pattern Recognition","author":"C. Thiel","year":"2008","unstructured":"Thiel, C., Sonntag, B., Schwenker, F.: Experiments with supervised fuzzy lvq. In: Prevost, L., Marinai, S., Schwenker, F. (eds.) ANNPR 2008. LNCS, vol.\u00a05064, pp. 125\u2013132. Springer, Heidelberg (2008)"},{"key":"37_CR13","first-page":"2035","volume":"9","author":"H. Nickisch","year":"2008","unstructured":"Nickisch, H., Rasmussen, C.: Approximations for binary gaussian process classification. Journal of Machine Learning Research\u00a09, 2035\u20132078 (2008)","journal-title":"Journal of Machine Learning Research"},{"key":"37_CR14","volume-title":"Gaussian Processes for Machine Learning","author":"C. Rasmussen","year":"2006","unstructured":"Rasmussen, C., Williamsm, C.: Gaussian Processes for Machine Learning. MIT Press, Cambridge (2006)"},{"key":"37_CR15","doi-asserted-by":"crossref","unstructured":"Fisher, R.: The use of multiple measurements in taxonomic problems. Annual Eugenics\u00a07, Part II, 179\u2013188 (1936)","DOI":"10.1111\/j.1469-1809.1936.tb02137.x"},{"key":"37_CR16","unstructured":"Murphy, P., Aha, D.: UCI repository of machine learning databases. PhD thesis, University of California, Dept. of Information and Computer Science, Irvine, CA (1992)"},{"key":"37_CR17","unstructured":"Merz, J., Murphy, P.: UCI repository of machine learning databases (1996), http:\/\/www.ics.uci.edu\/learn\/MLRepository.html"}],"container-title":["Lecture Notes in Computer Science","Image Analysis and Recognition"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-02611-9_37","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,21]],"date-time":"2019-05-21T07:22:30Z","timestamp":1558423350000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-02611-9_37"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642026102","9783642026119"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-02611-9_37","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2009]]}}}