{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,7,18]],"date-time":"2024-07-18T06:36:59Z","timestamp":1721284619584},"reference-count":28,"publisher":"Springer Science and Business Media LLC","issue":"3-4","license":[{"start":{"date-parts":[[2006,1,28]],"date-time":"2006-01-28T00:00:00Z","timestamp":1138406400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2006,6]]},"DOI":"10.1007\/s00521-006-0030-5","type":"journal-article","created":{"date-parts":[[2006,1,27]],"date-time":"2006-01-27T11:45:50Z","timestamp":1138362350000},"page":"289-297","source":"Crossref","is-referenced-by-count":8,"title":["Combining supervised and unsupervised learning for data clustering"],"prefix":"10.1007","volume":"15","author":[{"given":"Paolo","family":"Corsini","sequence":"first","affiliation":[]},{"given":"Beatrice","family":"Lazzerini","sequence":"additional","affiliation":[]},{"given":"Francesco","family":"Marcelloni","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2006,1,28]]},"reference":[{"key":"30_CR1","volume-title":"Algorithms for clustering","author":"AK Jain","year":"1988","unstructured":"Jain AK, Dubes RC (1988) Algorithms for clustering. Prentice-Hall, Englewood Cliffs"},{"key":"30_CR2","doi-asserted-by":"crossref","DOI":"10.1002\/9780470316801","volume-title":"Finding groups in data. An introduction to cluster analysis","author":"L Kaufman","year":"1990","unstructured":"Kaufman L, Rousseeuw PJ (1990) Finding groups in data. An introduction to cluster analysis. Wiley, Canada"},{"key":"30_CR3","doi-asserted-by":"crossref","DOI":"10.1201\/9781420057492.ch10","volume-title":"Cluster analysis","author":"BS Everitt","year":"2001","unstructured":"Everitt BS, Landau S, Leese M (2001) Cluster analysis. Arnold, London"},{"issue":"5","key":"30_CR4","doi-asserted-by":"crossref","first-page":"576","DOI":"10.1109\/91.873580","volume":"8","author":"RJ Hathaway","year":"2000","unstructured":"Hathaway RJ, Bezdek JC, Hu Y (2000) Generalized fuzzy c-means clustering strategies using Lp norm distances. IEEE Trans Fuzzy Syst 8(5):576 \u2013582","journal-title":"IEEE Trans Fuzzy Syst"},{"issue":"2","key":"30_CR5","doi-asserted-by":"crossref","first-page":"270","DOI":"10.1109\/91.580801","volume":"5","author":"RN Dave","year":"1997","unstructured":"Dave RN, Krishnapuram R (1997) Robust clustering methods: a unified view. IEEE Trans Fuzzy Syst 5(2):270\u2013293","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"30_CR6","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1109\/TNN.2002.806951","volume":"14","author":"NB Karayiannis","year":"2003","unstructured":"Karayiannis NB, Randolph-Gips MM (2003) Soft learning vector quantization and clustering algorithms based on non-Euclidean norms: multinorm algorithms. IEEE Trans Neural Netw 14:89\u2013102","journal-title":"IEEE Trans Neural Netw"},{"key":"30_CR7","doi-asserted-by":"crossref","first-page":"1208","DOI":"10.1016\/0031-3203(94)90006-X","volume":"27","author":"D Valentin","year":"1994","unstructured":"Valentin D, Abdi H, O\u2019Toole AJ, Cottrell GW (1994) Connectionist models of face processing: a survey. Pattern Recognit 27:1208\u20131230","journal-title":"Pattern Recognit"},{"key":"30_CR8","doi-asserted-by":"crossref","unstructured":"Kamgar-Parsi B, Jain AK (1999) Automatic aircraft recognition: toward using human similarity measure in a recognition system. In: IEEE Computer Society conference on computer vision and pattern recognition, pp 268\u2013273","DOI":"10.1109\/CVPR.1999.786950"},{"issue":"9","key":"30_CR9","doi-asserted-by":"crossref","first-page":"871","DOI":"10.1109\/34.790428","volume":"21","author":"S Santini","year":"1999","unstructured":"Santini S, Jain R (1999) Similarity measures. IEEE Trans Pattern Anal Mach Intell 21(9):871\u2013883","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"10","key":"30_CR10","doi-asserted-by":"crossref","first-page":"1185","DOI":"10.1109\/34.879802","volume":"22","author":"LJ Latecki","year":"2000","unstructured":"Latecki LJ, Lakamper R (2000) Shape similarity measure based on correspondence of visual parts. IEEE Trans Pattern Anal Mach Intell 22(10):1185\u20131190","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"3","key":"30_CR11","first-page":"265","volume":"31","author":"AK Jain","year":"1999","unstructured":"Jain AK, Murty MN, Flynn PJ (1999) Data clustering: a review. ACM Comput Surv 31(3):265\u2013323","journal-title":"ACM Comput Surv"},{"key":"30_CR12","unstructured":"Pedrycz W, Succi G, Reformat M, Musilek P, Bai X (2001) Expressing similarity in software engineering: a neural model. In: Proceedings of the second international workshop on soft computing applied to software engineering, Enschede, The Netherlands, February 2001"},{"key":"30_CR13","doi-asserted-by":"crossref","DOI":"10.1007\/b106267","volume-title":"Fuzzy models and algorithms for pattern recognition and image processing","author":"JC Bezdek","year":"1999","unstructured":"Bezdek JC, Keller J, Krisnapuram R, Pal NR (1999) Fuzzy models and algorithms for pattern recognition and image processing. Kluwer Academic Publishing, Boston"},{"key":"30_CR14","unstructured":"Corsini P, Lazzerini B, Marcelloni F (2002) Clustering based on a dissimilarity measure derived from data. In: Proceedings of KES 2002. IOS Press, Crema, pp 885\u2013889"},{"key":"30_CR15","doi-asserted-by":"crossref","first-page":"274","DOI":"10.1109\/TNN.2003.809401","volume":"14","author":"G-B Huang","year":"2003","unstructured":"Huang G-B (2003) Learning capability and storage capacity of two-hidden-layer feedforward networks. IEEE Trans Neural Netw 14:274\u2013281","journal-title":"IEEE Trans Neural Netw"},{"issue":"2","key":"30_CR16","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1109\/72.557662","volume":"8","author":"S Tamura","year":"1997","unstructured":"Tamura S, Tateishi M (1997) Capabilities of a four-layered feedforward neural network: four layers versus three. IEEE Trans Neural Netw 8(2):251\u2013255","journal-title":"IEEE Trans Neural Netw"},{"key":"30_CR17","volume-title":"Pattern classification and scene analysis","author":"RO Duda","year":"1974","unstructured":"Duda RO, Hart PE (1974) Pattern classification and scene analysis. Wiley, New York"},{"key":"30_CR18","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-0450-1","volume-title":"Pattern recognition with fuzzy objective function algorithms","author":"JC Bezdek","year":"1981","unstructured":"Bezdek JC (1981) Pattern recognition with fuzzy objective function algorithms. Plenum, New York"},{"key":"30_CR19","first-page":"605","volume-title":"Advances in fuzzy set theory and applications","author":"DE Gustafson","year":"1979","unstructured":"Gustafson DE, Kessel WC (1979) Fuzzy clustering with fuzzy covariance matrix. In: Gupta MM, Ragade RK, Yager RR (eds) Advances in fuzzy set theory and applications. North-Holland, Amsterdam, pp 605\u2013620"},{"key":"30_CR20","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1016\/0165-0114(78)90016-7","volume":"1","author":"M Roubens","year":"1978","unstructured":"Roubens M (1978) Pattern classification problems and fuzzy sets. Fuzzy Sets Syst 1:239\u2013253","journal-title":"Fuzzy Sets Syst"},{"key":"30_CR21","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1007\/BF01908073","volume":"2","author":"MP Windham","year":"1985","unstructured":"Windham MP (1985) Numerical classification of proximity data with assignment measures. J Classif 2:157\u2013172","journal-title":"J Classif"},{"key":"30_CR22","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1016\/0031-3203(89)90066-6","volume":"22","author":"RJ Hathaway","year":"1989","unstructured":"Hathaway RJ, Davenport JW, Bezdek JC (1989) Relational duals of the c-means clustering algorithms. Pattern Recognit 22:205\u2013212","journal-title":"Pattern Recognit"},{"issue":"4","key":"30_CR23","doi-asserted-by":"crossref","first-page":"595","DOI":"10.1109\/91.940971","volume":"9","author":"R Krishnapuram","year":"2001","unstructured":"Krishnapuram R, Joshi A, Nasraoui O, Yi L (2001) Low-complexity fuzzy relational clustering algorithms for web mining. IEEE Trans Fuzzy Syst 9(4):595\u2013607","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"30_CR24","doi-asserted-by":"crossref","first-page":"429","DOI":"10.1016\/0031-3203(94)90119-8","volume":"27","author":"RJ Hathaway","year":"1994","unstructured":"Hathaway RJ, Bezdek JC (1994) NERF c-means: non-Euclidean relational fuzzy clustering. Pattern Recognit 27:429\u2013437","journal-title":"Pattern Recognit"},{"issue":"2","key":"30_CR25","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1109\/91.995126","volume":"10","author":"JF Kolen","year":"2002","unstructured":"Kolen JF, Hutcheson T (2002) Reducing the time complexity of the fuzzy C-means algorithm. IEEE Trans Fuzzy Syst 10(2):263\u2013267","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"30_CR26","doi-asserted-by":"crossref","first-page":"787","DOI":"10.1109\/3477.623232","volume":"27","author":"W Pedrycz","year":"1997","unstructured":"Pedrycz W, Waletzky J (1997) Fuzzy clustering with partial supervision. IEEE Trans Syst Man and Cybern Part B Cybern 27:787\u2013795","journal-title":"IEEE Trans Syst Man and Cybern Part B Cybern"},{"key":"30_CR27","doi-asserted-by":"crossref","first-page":"1007","DOI":"10.1016\/S0167-8655(01)00040-X","volume":"22","author":"F Marcelloni","year":"2001","unstructured":"Marcelloni F (2001) Recognition of olfactory signals based on supervised fuzzy c-means and k-NN algorithms. Pattern Recognit Lett 22:1007\u20131019","journal-title":"Pattern Recognit Lett"},{"issue":"4","key":"30_CR28","doi-asserted-by":"crossref","first-page":"523","DOI":"10.1109\/3477.938258","volume":"31","author":"GG Yen","year":"2001","unstructured":"Yen GG, Meesad P (2001) An effective neuro-fuzzy paradigm for machinery condition health monitoring. IEEE Trans Syst Man Cybern Part B 31(4):523\u2013536","journal-title":"IEEE Trans Syst Man Cybern Part B"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-006-0030-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-006-0030-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-006-0030-5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,2]],"date-time":"2024-02-02T15:49:45Z","timestamp":1706888985000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-006-0030-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006,1,28]]},"references-count":28,"journal-issue":{"issue":"3-4","published-print":{"date-parts":[[2006,6]]}},"alternative-id":["30"],"URL":"https:\/\/doi.org\/10.1007\/s00521-006-0030-5","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2006,1,28]]}}}