{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T11:14:47Z","timestamp":1725534887190},"publisher-location":"Berlin, Heidelberg","reference-count":25,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642030666"},{"type":"electronic","value":"9783642030673"}],"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\/978-3-642-03067-3_19","type":"book-chapter","created":{"date-parts":[[2009,7,8]],"date-time":"2009-07-08T21:45:02Z","timestamp":1247089502000},"page":"232-246","source":"Crossref","is-referenced-by-count":0,"title":["Combining Multidimensional Scaling and Computational Intelligence for Industrial Monitoring"],"prefix":"10.1007","author":[{"given":"Ant\u00f3nio","family":"Dourado","sequence":"first","affiliation":[]},{"given":"Sara","family":"Silva","sequence":"additional","affiliation":[]},{"given":"Lara","family":"Aires","sequence":"additional","affiliation":[]},{"given":"Jo\u00e3o","family":"Ara\u00fajo","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"19_CR1","volume-title":"Modern Multidimensional Scaling, Theory and Applications","author":"I. Borg","year":"2005","unstructured":"Borg, I., Groenen, P.: Modern Multidimensional Scaling, Theory and Applications, 2nd edn. Springer, Heidelberg (2005)","edition":"2"},{"issue":"3","key":"19_CR2","doi-asserted-by":"publisher","first-page":"378","DOI":"10.1109\/TVCG.2003.1207445","volume":"9","author":"M.C.F. Oliveira de","year":"2003","unstructured":"de Oliveira, M.C.F., Levkowitz, H.: From visual data exploration to visual data mining: A survey. IEEE Trans on Visualization and Computer Graphics\u00a09(3), 378\u2013394 (2003)","journal-title":"IEEE Trans on Visualization and Computer Graphics"},{"key":"19_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1007\/978-3-540-73435-2_8","volume-title":"Advances in Data Mining. Theoretical Aspects and Applications","author":"A. Dourado","year":"2007","unstructured":"Dourado, A., Ferreira, E., Barbeiro, P.: VISRED \u2013 Numerical Data Mining with Linear and Nonlinear Techniques. In: Perner, P. (ed.) ICDM 2007. LNCS, vol.\u00a04597, pp. 92\u2013106. Springer, Heidelberg (2007)"},{"key":"19_CR4","series-title":"Lecture Notes in Computer Science","volume-title":"Advances in Data Mining. Medical Applications, E-Commerce, Marketing, and Theoretical Aspects","author":"A.. Dourado","year":"2008","unstructured":"Dourado, A., Ferreira, E., Barbeiro, P.: VisRedII-Introducing Meteheuristics in Multidimensional Scaling, Short Paper. In: Perner, P. (ed.) ICDM 2008. LNCS, vol.\u00a05077. Springer, Heidelberg (2008)"},{"key":"19_CR5","unstructured":"The Mathworks, Inc., http:\/\/www.mathworks.com\/"},{"key":"19_CR6","unstructured":"van der Maaten, L.J.P.: An Introduction to Dimensionality Reduction Using Matlab. Technical Report MICC 07-07. Maastricht University, Maastricht, The Netherlands (2007), http:\/\/ticc.uvt.nl\/~lvdrmaaten\/Laurens_van_der_Maaten\/Matlab_Toolbox_for_Dimensionality_Reduction_files\/Report_final.pdf"},{"issue":"5500","key":"19_CR7","doi-asserted-by":"publisher","first-page":"2319","DOI":"10.1126\/science.290.5500.2319","volume":"290","author":"J.B. Tenenbaum","year":"2000","unstructured":"Tenenbaum, J.B., de Silva, V., Langford, J.C.: A Global Geometric Framework for Nonlinear Dimensionality Reduction. Science\u00a0290(5500), 2319\u20132323 (2000)","journal-title":"Science"},{"key":"19_CR8","doi-asserted-by":"crossref","unstructured":"Agrafiotis, D.K.: Stochastic Proximity Embedding,, Int. J. Comput. Chem. 24: 1215\u20131221, Wiley Periodicals (2003)","DOI":"10.1002\/jcc.10234"},{"key":"19_CR9","unstructured":"Hill, T., Lewicki, P.: STATISTICS Methods and Applications. StatSoft, Tulsa, OK (Printed Version) (2007) Electronic textbook, http:\/\/www.statsoft.com\/textbook\/stfacan.html#index"},{"key":"19_CR10","unstructured":"Geoffrey Hinton and Sam Roweis Department of Computer Science, University of Toronto 10 King\u2019s College Road, Toronto, M5S 3G5 Canada fhinton,roweisg@cs.toronto.edu"},{"issue":"6","key":"19_CR11","doi-asserted-by":"publisher","first-page":"1373","DOI":"10.1162\/089976603321780317","volume":"15","author":"M. Belkin","year":"2003","unstructured":"Belkin, M., Niyogi, P.: Laplacian Eigenmaps for Dimensionality Reduction and Data Representation. Neural Computation\u00a015(6), 1373\u20131396 (2003)","journal-title":"Neural Computation"},{"key":"19_CR12","volume-title":"Adaptive Signal Processing","author":"B. Widrow","year":"1985","unstructured":"Widrow, B., Sterns, S.D.: Adaptive Signal Processing. Prentice-Hall, New York (1985)"},{"key":"19_CR13","first-page":"318","volume-title":"Parallel Data Processing","author":"D.E. Rumelhart","year":"1986","unstructured":"Rumelhart, D.E., Hinton, G.E., Williams, R.J.: Learning internal representations by error propagation. In: Rumelhart, D.E., McClelland, J. (eds.) Parallel Data Processing, vol.\u00a01, ch.\u00a08, pp. 318\u2013362. MIT Press, Cambridge (1986)"},{"key":"19_CR14","unstructured":"Hagan, M.T., Demuth, H.B., Beale, M.: Neural Network Design. PWS Publishing (1995)"},{"issue":"2","key":"19_CR15","doi-asserted-by":"publisher","first-page":"302","DOI":"10.1109\/72.80341","volume":"2","author":"S. Chen","year":"1991","unstructured":"Chen, S., Cowan, C.F.N., Grant, P.M.: Orthogonal Least Squares Learning Algorithm for Radial Basis Function Networks. IEEE Transactions on Neural Networks\u00a02(2), 302\u2013309 (1991)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"19_CR16","volume-title":"Statistical Learning Theory","author":"V. Vapnik","year":"1998","unstructured":"Vapnik, V.: Statistical Learning Theory. Wiley Interscience, New York (1998)"},{"key":"19_CR17","unstructured":"Briggs, Tom, http:\/\/webspace.ship.edu\/thbrig\/mexsvm\/"},{"key":"19_CR18","unstructured":"Joachims, Thorsten, http:\/\/svmlight.joachims.org\/"},{"key":"19_CR19","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1002\/asmb.537","volume":"21","author":"P.H. Chen","year":"2005","unstructured":"Chen, P.H., Lin, C.J., Sch\u00f6lkopf, B.: A tutorial on \u03bd-support vector machines. Appl. Stoch. Models. Bus. Ind.\u00a021, 111\u2013136 (2005)","journal-title":"Appl. Stoch. Models. Bus. Ind."},{"key":"19_CR20","volume-title":"Fuzzy Logic With Engineering Applications","author":"T. Ross","year":"2004","unstructured":"Ross, T.: Fuzzy Logic With Engineering Applications, 2nd edn. McGraw Hill, New York (2004)","edition":"2"},{"key":"19_CR21","doi-asserted-by":"crossref","unstructured":"Angelov, P., Filev, D.: An Approach to Online Identification of Takagi-Sugeno Fuzzy Models. IEEE Transactions on Systems, Man, and Cybernetics - Part B\u00a034 (2004)","DOI":"10.1109\/TSMCB.2003.817053"},{"key":"19_CR22","unstructured":"Victor, J., Dourado, A.: Evolving Takagi-Sugeno fuzzy models. Technical Report, CISUC (September 2003), http:\/\/cisuc.dei.uc.pt\/acg\/view_pub.php?id_p=760"},{"key":"19_CR23","unstructured":"Ramos, J.V., Dourado, A.: On line interpretability by rule base simplification and reduction. In: Eunite Symposium, Aachen (2004)"},{"key":"19_CR24","unstructured":"Galp data, Sines Refinery (2006)"},{"key":"19_CR25","doi-asserted-by":"publisher","first-page":"125","DOI":"10.2307\/2528964","volume":"28","author":"D.F. Andrews","year":"1972","unstructured":"Andrews, D.F.: Plots of high dimensional data. Biometrics\u00a028, 125\u2013136 (1972)","journal-title":"Biometrics"}],"container-title":["Lecture Notes in Computer Science","Advances in Data Mining. Applications and Theoretical Aspects"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-03067-3_19","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,21]],"date-time":"2019-05-21T05:25:19Z","timestamp":1558416319000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-03067-3_19"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642030666","9783642030673"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-03067-3_19","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2009]]}}}