{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T18:20:33Z","timestamp":1725560433898},"publisher-location":"Berlin, Heidelberg","reference-count":33,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642139345"},{"type":"electronic","value":"9783642139352"}],"license":[{"start":{"date-parts":[[2010,1,1]],"date-time":"2010-01-01T00:00:00Z","timestamp":1262304000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-13935-2_16","type":"book-chapter","created":{"date-parts":[[2010,7,20]],"date-time":"2010-07-20T10:46:31Z","timestamp":1279622791000},"page":"343-364","source":"Crossref","is-referenced-by-count":1,"title":["Ant Feature Selection Using Fuzzy Decision Functions"],"prefix":"10.1007","author":[{"given":"Susana M.","family":"Vieira","sequence":"first","affiliation":[]},{"given":"Jo\u00e3o M. C.","family":"Sousa","sequence":"additional","affiliation":[]},{"given":"Uzay","family":"Kaymak","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"16_CR1","unstructured":"Asuncion, A., Newman, D.J.: UCI machine learning repository (2007)"},{"issue":"4","key":"16_CR2","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1287\/mnsc.17.4.B141","volume":"17","author":"R.E. Bellman","year":"1970","unstructured":"Bellman, R.E., Zadeh, L.A.: Decision-making in a fuzzy environment. Management Science\u00a017(4), 141\u2013164 (1970)","journal-title":"Management Science"},{"key":"16_CR3","unstructured":"Dorigo, M.: Optimization, Learning and Natural Algorithms (in Italian). PhD thesis (1992)"},{"issue":"4","key":"16_CR4","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1109\/MCI.2006.329691","volume":"1","author":"M. Dorigo","year":"2006","unstructured":"Dorigo, M., Birattari, M., St\u00fctzle, T.: Ant colony optimization. IEEE Computational Intelligence Magazine\u00a01(4), 28\u201339 (2006)","journal-title":"IEEE Computational Intelligence Magazine"},{"key":"16_CR5","volume-title":"Pattern Classification","author":"R.O. Duda","year":"2001","unstructured":"Duda, R.O., Hart, P.E., Stork, D.G.: Pattern Classification, vol.\u00a02. Wiley\u2013Interscience Publication, Chichester (2001)"},{"key":"16_CR6","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1016\/0165-0114(84)90097-6","volume":"14","author":"H. Dyckhoff","year":"1984","unstructured":"Dyckhoff, H., Pedrycz, W.: Generalized means as model of compensative connectives. Fuzzy Sets and Systems\u00a014, 143\u2013154 (1984)","journal-title":"Fuzzy Sets and Systems"},{"key":"16_CR7","volume-title":"Mathematical and Statistical Methods","author":"M. Grabisch","year":"1995","unstructured":"Grabisch, M., Nguyen, H.T., Walker, E.A.: Fundamentals of uncertainty calculi with applications to fuzzy inference. In: Mathematical and Statistical Methods, vol.\u00a030. Kluwer Academic Publishers, Dordrecht (1995)"},{"key":"16_CR8","unstructured":"Gustafson, D.E., Kessel, W.C.: Fuzzy clustering with a fuzzy covariance matrix. In: Proceedings of the 18\n                    th\n                   IEEE Conference on Decision and Control, San Diego, CA, USA, pp. 761\u2013766 (1979)"},{"key":"16_CR9","doi-asserted-by":"publisher","first-page":"1157","DOI":"10.1162\/153244303322753616","volume":"3","author":"I. Guyon","year":"2003","unstructured":"Guyon, I., Elisseeff, A.: An introduction to variable and feature selection. Journal of Machine Learning Research\u00a03, 1157\u20131182 (2003)","journal-title":"Journal of Machine Learning Research"},{"key":"16_CR10","volume-title":"Feature Selection for Knowledge Discovery and Data Mining","author":"H. Motoda","year":"1998","unstructured":"Motoda, H., Liu, H.: Feature Selection for Knowledge Discovery and Data Mining. Kluwer Academic Publishers, Dordrecht (1998)"},{"key":"16_CR11","unstructured":"Jensen, R., Shen, Q.: Finding rough set reducts with ant colony optimization. In: Proceedings of the 2003 UK Workshop on Computational Intelligence, pp. 15\u201322 (2003)"},{"key":"16_CR12","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1016\/j.fss.2004.07.014","volume":"149","author":"R. Jensen","year":"2005","unstructured":"Jensen, R., Shen, Q.: Fuzzy-rough data reduction with ant colony optimization. Fuzzy Sets and Systems\u00a0149, 5\u201320 (2005)","journal-title":"Fuzzy Sets and Systems"},{"issue":"1","key":"16_CR13","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1023\/A:1021998611875","volume":"8","author":"U. Kaymak","year":"2003","unstructured":"Kaymak, U., Sousa, J.M.: Weighted constraint aggregation in fuzzy optimization. Constraints\u00a08(1), 61\u201378 (2003)","journal-title":"Constraints"},{"issue":"2","key":"16_CR14","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1016\/S0165-0114(96)00336-3","volume":"97","author":"U. Kaymak","year":"1998","unstructured":"Kaymak, U., van Nauta Lemke, H.R.: A sensitivity analysis approach to introducing weight factors into decision functions in fuzzy multicriteria decision making. Fuzzy Sets and Systems\u00a097(2), 169\u2013182 (1998)","journal-title":"Fuzzy Sets and Systems"},{"key":"16_CR15","volume-title":"Fuzzy Sets and Fuzzy Logic: theory and applications","author":"G.J. Klir","year":"1995","unstructured":"Klir, G.J., Yuan, B.: Fuzzy Sets and Fuzzy Logic: theory and applications. Prentice-Hall, Upper Saddle River (1995)"},{"key":"16_CR16","unstructured":"Kohavi, R.: A study of cross-validation and bootstrap for accuracy estimation and model selection. In: Proc. International Joint Conf. Artificial Intelligence (1995)"},{"issue":"5","key":"16_CR17","first-page":"517","volume":"17","author":"L.F. Mendon\u00e7a","year":"2006","unstructured":"Mendon\u00e7a, L.F., Sousa, J.M.C., Kaymak, U., S\u00e1 da Costa, J.M.G.: Weighting goals and comstraints in fuzzy predictive control. Journal of Intelligent and Fuzzy Systems\u00a017(5), 517\u2013532 (2006)","journal-title":"Journal of Intelligent and Fuzzy Systems"},{"issue":"1","key":"16_CR18","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1016\/S0020-0255(02)00369-9","volume":"150","author":"J.A. Roubos","year":"2003","unstructured":"Roubos, J.A., Setnes, M., Abonyi, J.: Learning fuzzy classification rules from labeled data. International Journal of Information Sciences\u00a0150(1), 77\u201393 (2003)","journal-title":"International Journal of Information Sciences"},{"issue":"3","key":"16_CR19","doi-asserted-by":"publisher","first-page":"515","DOI":"10.1016\/S0165-0114(02)00369-X","volume":"139","author":"J.M.F. Salido","year":"2003","unstructured":"Salido, J.M.F., Murakami, S.: Extending Yager\u2019s orness concept for the OWA aggregators to other mean operators. Fuzzy Sets and Systems\u00a0139(3), 515\u2013542 (2003)","journal-title":"Fuzzy Sets and Systems"},{"issue":"5","key":"16_CR20","doi-asserted-by":"publisher","first-page":"509","DOI":"10.1109\/91.873575","volume":"8","author":"M. Setnes","year":"2000","unstructured":"Setnes, M., Roubos, J.A.: GA-fuzzy modeling and classification: complexity and performance. IEEE Transactions on Fuzzy Systems\u00a08(5), 509\u2013522 (2000)","journal-title":"IEEE Transactions on Fuzzy Systems"},{"issue":"3","key":"16_CR21","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1016\/j.engappai.2007.08.006","volume":"21","author":"C.A. Silva","year":"2007","unstructured":"Silva, C.A., Sousa, J.M.C., Runkler, T.A.: Rescheduling and optimization of logistic processes using GA and ACO. Engineering Applications of Artificial Intelligence\u00a021(3), 343\u2013352 (2007)","journal-title":"Engineering Applications of Artificial Intelligence"},{"issue":"8","key":"16_CR22","doi-asserted-by":"publisher","first-page":"503","DOI":"10.1080\/00207720600784452","volume":"37","author":"C.A. Silva","year":"2006","unstructured":"Silva, C.A., Sousa, J.M.C., Runkler, T.A., S\u00e1 da Costa, J.M.G.: Distributed optimization of a logistic system and its suppliers using ant colony optimization. International Journal of Systems Science\u00a037(8), 503\u2013512 (2006)","journal-title":"International Journal of Systems Science"},{"key":"16_CR23","doi-asserted-by":"crossref","unstructured":"Silva, C.A., Sousa, J.M.C., Runkler, T.A., S\u00e1 da Costa, J.M.G.: Distributed supply chain management using ant colony optimization. To appear in European Journal of Operational Research (2009), doi:10.1016\/j.ejor.2008.11.021","DOI":"10.1016\/j.ejor.2008.11.021"},{"key":"16_CR24","doi-asserted-by":"publisher","DOI":"10.1142\/9789812777911","volume-title":"Fuzzy Decision Making in Modeling and Control","author":"J.M.C. Sousa","year":"2002","unstructured":"Sousa, J.M.C., Kaymak, U.: Fuzzy Decision Making in Modeling and Control. World Scientific\/Imperial College, Singapore\/UK (2002)"},{"issue":"9","key":"16_CR25","doi-asserted-by":"publisher","first-page":"879","DOI":"10.1002\/1098-111X(200009)15:9<879::AID-INT4>3.0.CO;2-9","volume":"15","author":"J.M. Sousa","year":"2000","unstructured":"Sousa, J.M.: Optimization issues in predictive control with fuzzy objective functions. International Journal of Intelligent Systems\u00a015(9), 879\u2013899 (2000)","journal-title":"International Journal of Intelligent Systems"},{"issue":"1","key":"16_CR26","doi-asserted-by":"crossref","first-page":"116","DOI":"10.1109\/TSMC.1985.6313399","volume":"15","author":"T. Takagi","year":"1985","unstructured":"Takagi, T., Sugeno, M.: Fuzzy identification of systems and its applications to modelling and control. IEEE Transactions on Systems, Man and Cybernetics\u00a015(1), 116\u2013132 (1985)","journal-title":"IEEE Transactions on Systems, Man and Cybernetics"},{"key":"16_CR27","doi-asserted-by":"crossref","unstructured":"Vieira, S.M., Sousa, J.M.C., Runkler, T.A.: Fuzzy classification in ant feature selection. In: Proc. of 2008 IEEE World Congress on Computational Intelligence, WCCI 2008, pp. 1763\u20131769, Hong Kong, China (June 2008)","DOI":"10.1109\/FUZZY.2008.4630609"},{"key":"16_CR28","doi-asserted-by":"crossref","unstructured":"Vieira, S.M., Sousa, J.M.C., Runkler, T.A.: Two cooperative ant colonies for feature selection using fuzzy models. Submitted to Expert Systems with Applications (2009)","DOI":"10.1016\/j.eswa.2009.08.026"},{"key":"16_CR29","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1016\/0165-0114(78)90010-6","volume":"1","author":"R.R. Yager","year":"1978","unstructured":"Yager, R.R.: Fuzzy decision making including unequal objectives. Fuzzy Sets Systems\u00a01, 87\u201395 (1978)","journal-title":"Fuzzy Sets Systems"},{"issue":"5","key":"16_CR30","doi-asserted-by":"publisher","first-page":"389","DOI":"10.1016\/S0020-7373(84)80066-8","volume":"21","author":"R.R. Yager","year":"1984","unstructured":"Yager, R.R.: General multiple-objective decision functions and linguistically quantified statements. International Journal of Man-Machine Studies\u00a021(5), 389\u2013400 (1984)","journal-title":"International Journal of Man-Machine Studies"},{"key":"16_CR31","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1016\/0165-0114(80)90013-5","volume":"4","author":"R.R. Yager","year":"1980","unstructured":"Yager, R.R.: On a general class of fuzzy connectives. Fuzzy Sets and Systems\u00a04, 235\u2013242 (1980)","journal-title":"Fuzzy Sets and Systems"},{"issue":"1","key":"16_CR32","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1109\/21.87068","volume":"18","author":"R.R. Yager","year":"1988","unstructured":"Yager, R.R.: On ordered weighted averaging aggregation operators in multicriteria decision making. IEEE Transaction Systems, Man and Cybernetics\u00a018(1), 183\u2013190 (1988)","journal-title":"IEEE Transaction Systems, Man and Cybernetics"},{"key":"16_CR33","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1080\/03081077608547470","volume":"2","author":"H.J. Zimmermann","year":"1976","unstructured":"Zimmermann, H.J.: Description and optimization of fuzzy systems. International Journal of General Systems\u00a02, 209\u2013215 (1976)","journal-title":"International Journal of General Systems"}],"container-title":["Studies in Fuzziness and Soft Computing","Fuzzy Optimization"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-13935-2_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,20]],"date-time":"2019-05-20T15:00:05Z","timestamp":1558364405000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-13935-2_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642139345","9783642139352"],"references-count":33,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-13935-2_16","relation":{},"ISSN":["1434-9922","1860-0808"],"issn-type":[{"type":"print","value":"1434-9922"},{"type":"electronic","value":"1860-0808"}],"subject":[],"published":{"date-parts":[[2010]]}}}