{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T05:09:58Z","timestamp":1726031398373},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030219192"},{"type":"electronic","value":"9783030219208"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-21920-8_31","type":"book-chapter","created":{"date-parts":[[2019,6,10]],"date-time":"2019-06-10T21:02:37Z","timestamp":1560200557000},"page":"340-350","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Information Transmission and Nonspecificity in Feature Selection"],"prefix":"10.1007","author":[{"given":"Pasi","family":"Luukka","sequence":"first","affiliation":[]},{"given":"Christoph","family":"Lohrmann","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,6,11]]},"reference":[{"unstructured":"Antal, B., Hajdu, A.: Diabetic retinopathy debrecen data set (2014). \n https:\/\/archive.ics.uci.edu\/ml\/datasets\/Diabetic+Retinopathy+Debrecen+Data+Set","key":"31_CR1"},{"key":"31_CR2","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1007\/978-94-011-2506-2_4","volume-title":"Fuzzy Data Analysis","author":"Hans Bandemer","year":"1992","unstructured":"Bandemer, H., N\u00e4ther, W.: Fuzzy Data Analysis. Kluwer Academic Publishing, Norwell (1992)"},{"key":"31_CR3","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1016\/S0004-3702(97)00063-5","volume":"97","author":"A Blum","year":"1997","unstructured":"Blum, A., Langley, P.: Selection of relevant features and examples in machine learning. Artif. Intell. 97, 245\u2013271 (1997)","journal-title":"Artif. Intell."},{"unstructured":"Duda, R.O., Hart, P.E., Stork, D.G.: Pattern Classification. Wiley, Hoboken (2012)","key":"31_CR4"},{"issue":"2","key":"31_CR5","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1111\/j.1469-1809.1936.tb02137.x","volume":"7","author":"RA Fisher","year":"1936","unstructured":"Fisher, R.A.: The use of multiple measurements in taxonomic problems. Ann. Eugenics 7(2), 179\u2013188 (1936)","journal-title":"Ann. Eugenics"},{"issue":"3","key":"31_CR6","doi-asserted-by":"publisher","first-page":"535","DOI":"10.1002\/j.1538-7305.1928.tb01236.x","volume":"8","author":"RVL Hartley","year":"1928","unstructured":"Hartley, R.V.L.: Transmission of information. Bell Syst. Tech. J. 8(3), 535\u2013563 (1928)","journal-title":"Bell Syst. Tech. J."},{"key":"31_CR7","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-1904-8","volume-title":"Principal Component Analysis","author":"I Jolliffe","year":"1986","unstructured":"Jolliffe, I.: Principal Component Analysis. Springer, Heidelberg (1986)"},{"issue":"3","key":"31_CR8","doi-asserted-by":"publisher","first-page":"701","DOI":"10.1016\/S0031-3203(01)00046-2","volume":"35","author":"Hongbin Zhang","year":"2002","unstructured":"Kira, K., Rendell, L.A.: A practical approach to feature selection. In: Proceedings of the Ninth International Workshop on Machine Learning (1992). \n https:\/\/doi.org\/10.1016\/S0031-3203(01)00046-2","journal-title":"Pattern Recognition"},{"unstructured":"Klir, G.J., Yuan, B.: Fuzzy Sets and Fuzzy Logic, Theory and Applications. Prentice Hall, Upper Saddle River (1995)","key":"31_CR9"},{"key":"31_CR10","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1023\/A:1008280620621","volume":"7","author":"I Kononenko","year":"1997","unstructured":"Kononenko, I., Simec, E., Robnik-Sikonja, M.: Overcoming the myopia of inductive learning Algorithms with RELIEFF. Appl. Intell. 7, 39\u201355 (1997)","journal-title":"Appl. Intell."},{"unstructured":"Lichman, M.: UCI Machine Learning Repository (2013). Accessed 5 Nov 2018. \n http:\/\/archive.ics.uci.edu\/ml","key":"31_CR11"},{"key":"31_CR12","doi-asserted-by":"publisher","first-page":"216","DOI":"10.1016\/j.eswa.2018.06.002","volume":"110","author":"C Lohrmann","year":"2018","unstructured":"Lohrmann, C., Luukka, P., Jablonska-Sabuka, M., Kauranne, T.: A combination of fuzzy similarity measures and fuzzy entropy measures for supervised feature selection. Expert Syst. Appl. 110, 216\u2013236 (2018)","journal-title":"Expert Syst. Appl."},{"unstructured":"\u0141ukasiewicz, J.: Selected Work. Cambridge University Press, Cambridge (1970)","key":"31_CR13"},{"key":"31_CR14","doi-asserted-by":"publisher","first-page":"4600","DOI":"10.1016\/j.eswa.2010.09.133","volume":"38","author":"P Luukka","year":"2011","unstructured":"Luukka, P.: Feature selection using fuzzy entropy measures with similarity classifiers. Expert Syst. Appl. 38, 4600\u20134607 (2011)","journal-title":"Expert Syst. Appl."},{"unstructured":"Luukka, P., Saastamoinen, K., K\u00f6n\u00f6nen, V.: A classifier based on the maximal fuzzy similarity in the generalized \u0141ukasiewicz-structure. In: Proceedings of 10th IEEE International Conference on Fuzzy Systems (2001)","key":"31_CR15"},{"unstructured":"McLachlan, G.J.: Discriminant Analysis and Statistical Pattern Recognition. Wiley Interscience (2004)","key":"31_CR16"},{"issue":"1\u20132","key":"31_CR17","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1023\/A:1025667309714","volume":"53","author":"M Robnik-Sikonja","year":"2003","unstructured":"Robnik-Sikonja, M., Kononenko, I.: Theoretical and empirical analysis of ReliefF and RReliefF. Mach. Learn. 53(1\u20132), 23\u201369 (2003). \n https:\/\/doi.org\/10.1023\/A:1025667309714","journal-title":"Mach. Learn."},{"issue":"3","key":"31_CR18","doi-asserted-by":"publisher","first-page":"379","DOI":"10.1002\/j.1538-7305.1948.tb01338.x","volume":"27","author":"CE Shannon","year":"1948","unstructured":"Shannon, C.E.: A mathematical theory of communication. Bell Syst. Tech. J. 27(3), 379\u2013423 (1948)","journal-title":"Bell Syst. Tech. J."},{"unstructured":"Soundarapandian, P., Rubini, L.: Chronic Kidney Disease Data Set (2015)","key":"31_CR19"},{"key":"31_CR20","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1007\/s00521-013-1368-0","volume":"24","author":"JR Vergara","year":"2014","unstructured":"Vergara, J.R., Estevez, P.A.: A review of feature selection methods based on mutual information. Neural Comput. Appl. 24, 175\u2013186 (2014)","journal-title":"Neural Comput. Appl."},{"issue":"3","key":"31_CR21","doi-asserted-by":"publisher","first-page":"338","DOI":"10.1016\/S0019-9958(65)90241-X","volume":"8","author":"L Zadeh","year":"1965","unstructured":"Zadeh, L.: Fuzzy sets. Inf. Control 8(3), 338\u2013353 (1965)","journal-title":"Inf. Control"},{"issue":"1","key":"31_CR22","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1016\/S0020-0255(71)80005-1","volume":"3","author":"L Zadeh","year":"1971","unstructured":"Zadeh, L.: Similarity relations and fuzzy orderings. Inf. Sci. 3(1), 177\u2013200 (1971)","journal-title":"Inf. Sci."}],"container-title":["Advances in Intelligent Systems and Computing","Fuzzy Techniques: Theory and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-21920-8_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,10]],"date-time":"2019-06-10T21:05:39Z","timestamp":1560200739000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-21920-8_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030219192","9783030219208"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-21920-8_31","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"11 June 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IFSA\/NAFIPS 2019","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Fuzzy Systems Association World Congress","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lafayette, LA","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 June 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 June 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ifsa2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/interval.louisiana.edu\/IFSA-NAFIPS\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}