{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,22]],"date-time":"2025-10-22T10:36:40Z","timestamp":1761129400766,"version":"3.37.3"},"reference-count":35,"publisher":"Springer Science and Business Media LLC","issue":"8","license":[{"start":{"date-parts":[[2017,3,6]],"date-time":"2017-03-06T00:00:00Z","timestamp":1488758400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61502068"],"award-info":[{"award-number":["61502068"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2013M541213","2015T80239"],"award-info":[{"award-number":["2013M541213","2015T80239"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2018,4]]},"DOI":"10.1007\/s00500-017-2528-4","type":"journal-article","created":{"date-parts":[[2017,3,6]],"date-time":"2017-03-06T04:06:11Z","timestamp":1488773171000},"page":"2717-2730","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Multi-functional nearest-neighbour classification"],"prefix":"10.1007","volume":"22","author":[{"given":"Yanpeng","family":"Qu","sequence":"first","affiliation":[]},{"given":"Changjing","family":"Shang","sequence":"additional","affiliation":[]},{"given":"Neil Mac","family":"Parthal\u00e1in","sequence":"additional","affiliation":[]},{"given":"Wei","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Qiang","family":"Shen","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,3,6]]},"reference":[{"key":"2528_CR1","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1016\/0169-7439(89)80034-6","volume":"5","author":"C Armanino","year":"1989","unstructured":"Armanino C, Leardia R, Lanteria S, Modi G (1989) Chemometric analysis of tuscan olive oils. Chemom Intell Lab Syst 5:343\u2013354","journal-title":"Chemom Intell Lab Syst"},{"key":"2528_CR2","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1016\/S0165-0114(96)00331-4","volume":"97","author":"BD Baets","year":"1998","unstructured":"Baets BD, Mesiar R (1998) T-partitions. Fuzzy Sets Syst 97:211\u2013223","journal-title":"Fuzzy Sets Syst"},{"key":"2528_CR3","doi-asserted-by":"crossref","first-page":"531","DOI":"10.1006\/jmaa.2001.7786","volume":"267","author":"BD Baets","year":"2002","unstructured":"Baets BD, Mesiar R (2002) Metrics and T-equalities. J Math Anal Appl 267:531\u2013547","journal-title":"J Math Anal Appl"},{"key":"2528_CR4","doi-asserted-by":"crossref","unstructured":"Bengio Y, Grandvalet Y (2005) Bias in estimating the variance of K-fold cross-validation. In: Duchesne P, R\u00c9Millard B (eds) Statistical modeling and analysis for complex data problems. Springer, Baston, pp 75\u201395","DOI":"10.1007\/0-387-24555-3_5"},{"key":"2528_CR5","volume-title":"UCI repository of machine learning databases","author":"CL Blake","year":"1998","unstructured":"Blake CL, Merz CJ (1998) UCI repository of machine learning databases. University of California, School of Information and Computer Sciences, Irvine"},{"key":"2528_CR6","doi-asserted-by":"crossref","first-page":"1705","DOI":"10.1109\/TSMCB.2011.2160341","volume":"41","author":"T Boongoen","year":"2011","unstructured":"Boongoen T, Shang C, Iam-On N, Shen Q (2011) Nearest-neighbor guided evaluation of data reliability and its applications. IEEE Trans Syst Man Cybern Part B Cybern 41:1705\u20131714","journal-title":"IEEE Trans Syst Man Cybern Part B Cybern"},{"volume-title":"Selected works by Jan \u0141ukasiewicz","year":"1970","key":"2528_CR7","unstructured":"Borkowski L (ed) (1970) Selected works by Jan \u0141ukasiewicz. North-Holland Publishing Co., Amsterdam"},{"key":"2528_CR8","doi-asserted-by":"crossref","first-page":"1622","DOI":"10.1109\/TSMCB.2010.2043357","volume":"40","author":"T Boongoen","year":"2010","unstructured":"Boongoen T, Shen Q (2010) Nearest-neighbor guided evaluation of data reliability and its applications. IEEE Trans Syst Man Cybern Part B Cybern 40:1622\u20131633","journal-title":"IEEE Trans Syst Man Cybern Part B Cybern"},{"key":"2528_CR9","unstructured":"Breiman L, Friedman JH, Olshen RA, Stone CJ (1984) Classification and regression trees. Wadsworth & Brooks, Monterey, CA"},{"key":"2528_CR10","doi-asserted-by":"crossref","unstructured":"Cornelis C, Cock MD, Radzikowska A (2007) Vaguely quantified rough sets. In: Lecture notes in artificial intelligence, vol 4482. pp 87\u201394","DOI":"10.1007\/978-3-540-72530-5_10"},{"key":"2528_CR11","first-page":"273","volume":"20","author":"C Cortes","year":"1995","unstructured":"Cortes C, Vapnik V (1995) Support-vector networks. Mach Learn 20:273\u2013297","journal-title":"Mach Learn"},{"key":"2528_CR12","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1109\/TIT.1967.1053964","volume":"13","author":"T Cover","year":"1967","unstructured":"Cover T, Hart P (1967) Nearest neighbor pattern classification. IEEE Trans. Inf. Theory 13:21\u201327","journal-title":"IEEE Trans. Inf. Theory"},{"key":"2528_CR13","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511486579","volume-title":"Memory-based language processing","author":"W Daelemans","year":"2005","unstructured":"Daelemans W, den Bosch AV (2005) Memory-based language processing. Cambridge University Press, Cambridge"},{"key":"2528_CR14","doi-asserted-by":"crossref","first-page":"361","DOI":"10.1016\/S0165-0114(97)00253-4","volume":"97","author":"M Das","year":"1998","unstructured":"Das M, Chakraborty MK, Ghoshal TK (1998) Fuzzy tolerance relation, fuzzy tolerance space and basis. Fuzzy Sets Syst 97:361\u2013369","journal-title":"Fuzzy Sets Syst"},{"key":"2528_CR15","doi-asserted-by":"crossref","first-page":"95","DOI":"10.2307\/2266509","volume":"14","author":"SP Dienes","year":"1949","unstructured":"Dienes SP (1949) On an implication function in many-valued systems of logic. J Symb Logic 14:95\u201397","journal-title":"J Symb Logic"},{"key":"2528_CR16","doi-asserted-by":"crossref","unstructured":"Dubois D, Prade H (1992) Putting rough sets and fuzzy sets together. Intelligent decision support, Springer, Dordrecht, pp 203\u2013232","DOI":"10.1007\/978-94-015-7975-9_14"},{"key":"2528_CR17","volume-title":"Pattern classification","author":"RO Duda","year":"2001","unstructured":"Duda RO, Hart PE, Stork DG (2001) Pattern classification, 2nd edn. Wiley, Hoboken","edition":"2"},{"key":"2528_CR18","unstructured":"Jensen R, Cornelis C (2011) A new approach to fuzzy-rough nearest neighbour classification. In: Transactions on rough sets XIII, LNCS, vol 6499. pp 56\u201372"},{"key":"2528_CR19","doi-asserted-by":"crossref","unstructured":"Jensen R, Shen Q (2008) Computational intelligence and feature selection: rough and fuzzy approaches. Wiley, Indianapolis","DOI":"10.1002\/9780470377888"},{"key":"2528_CR20","doi-asserted-by":"crossref","first-page":"824","DOI":"10.1109\/TFUZZ.2008.924209","volume":"17","author":"R Jensen","year":"2009","unstructured":"Jensen R, Shen Q (2009) New approaches to fuzzy-rough feature selection. IEEE Trans Fuzzy Syst 17:824\u2013838","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"2528_CR21","unstructured":"John GH, Langley P (1995) Estimating continuous distributions in Bayesian classifiers. In: Eleventh conference on uncertainty in artificial intelligence, pp 338\u2013345"},{"key":"2528_CR22","doi-asserted-by":"crossref","first-page":"580","DOI":"10.1109\/TSMC.1985.6313426","volume":"15","author":"JM Keller","year":"1985","unstructured":"Keller JM, Gray MR, Givens JA (1985) A fuzzy k-nearest neighbor algorithm. IEEE Trans Syst Man Cybern 15:580\u2013585","journal-title":"IEEE Trans Syst Man Cybern"},{"key":"2528_CR23","volume-title":"Introduction to metamathematics","author":"SC Kleene","year":"1952","unstructured":"Kleene SC (1952) Introduction to metamathematics. Van Nostrand, New York"},{"key":"2528_CR24","volume-title":"Foundations of the theory of probability","author":"AN Kolmogorov","year":"1950","unstructured":"Kolmogorov AN (1950) Foundations of the theory of probability. Chelsea Publishing Co., Chelsea"},{"key":"2528_CR25","unstructured":"Papoulis A (1984) Probability, random variables, and stochastic processes, 2nd edn. McGraw-Hill, New York"},{"key":"2528_CR26","doi-asserted-by":"crossref","DOI":"10.1007\/978-94-011-3534-4","volume-title":"Rough sets: theoretical aspects of reasoning about data","author":"Z Pawlak","year":"1991","unstructured":"Pawlak Z (1991) Rough sets: theoretical aspects of reasoning about data. Kluwer Academic Publishing, Norwell"},{"key":"2528_CR27","doi-asserted-by":"crossref","unstructured":"Qu Y, Shang C, Shen Q, Mac Parthal\u00e1in N, Wu W (2015) Kernel-based fuzzy-rough nearest-neighbour classification for mammographic risk analysis. Int J Fuzzy Syst 17:471\u2013483","DOI":"10.1007\/s40815-015-0044-1"},{"key":"2528_CR28","series-title":"The Morgan Kaufmann series in machine learning","volume-title":"C4.5: Programs for machine learning","author":"JR Quinlan","year":"1993","unstructured":"Quinlan JR (1993) C4.5: Programs for machine learning., The Morgan Kaufmann series in machine learningMorgan Kaufmann, Burlington"},{"key":"2528_CR29","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1016\/S0165-0114(01)00032-X","volume":"126","author":"AM Radzikowska","year":"2002","unstructured":"Radzikowska AM, Kerre EE (2002) A comparative study of fuzzy rough sets. Fuzzy Sets Syst 126:137\u2013155","journal-title":"Fuzzy Sets Syst"},{"key":"2528_CR30","doi-asserted-by":"crossref","first-page":"2123","DOI":"10.1016\/j.fss.2007.04.023","volume":"158","author":"M Sarkar","year":"2007","unstructured":"Sarkar M (2007) Fuzzy-rough nearest neighbors algorithm. Fuzzy Sets Syst 158:2123\u20132152","journal-title":"Fuzzy Sets Syst"},{"key":"2528_CR31","unstructured":"Smola AJ, Sch\u00f6lkopf B (1998) A tutorial on support vector regression. Neuro-COLT2 Technical Report Series, NC2-TR-1998-030"},{"key":"2528_CR32","unstructured":"Witten IH, Frank E (1998) Generating accurate rule sets without global optimisation. In: Proceedings of the 15th international conference on machine learning, San Francisco. Morgan Kaufmann"},{"key":"2528_CR33","volume-title":"Data mining: practical machine learning tools with Java implementations","author":"IH Witten","year":"2000","unstructured":"Witten IH, Frank E (2000) Data mining: practical machine learning tools with Java implementations. Morgan Kaufmann, Burlington"},{"key":"2528_CR34","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1109\/21.87068","volume":"18","author":"RR Yager","year":"1988","unstructured":"Yager RR (1988) On ordered weighted averaging aggregation operators in multi-criteria decision making. IEEE Trans Syst Man Cybern 18:183\u2013190","journal-title":"IEEE Trans Syst Man Cybern"},{"key":"2528_CR35","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1016\/S0020-0255(98)10023-3","volume":"109","author":"YY Yao","year":"1998","unstructured":"Yao YY (1998) A comparative study of fuzzy sets and rough sets. Inf Sci 109:227\u2013242","journal-title":"Inf Sci"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00500-017-2528-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-017-2528-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-017-2528-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,3,16]],"date-time":"2018-03-16T08:12:40Z","timestamp":1521187960000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00500-017-2528-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,3,6]]},"references-count":35,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2018,4]]}},"alternative-id":["2528"],"URL":"https:\/\/doi.org\/10.1007\/s00500-017-2528-4","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"type":"print","value":"1432-7643"},{"type":"electronic","value":"1433-7479"}],"subject":[],"published":{"date-parts":[[2017,3,6]]}}}