{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:47:54Z","timestamp":1742914074480,"version":"3.40.3"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030630065"},{"type":"electronic","value":"9783030630072"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","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":[[2020]]},"DOI":"10.1007\/978-3-030-63007-2_26","type":"book-chapter","created":{"date-parts":[[2020,11,23]],"date-time":"2020-11-23T00:02:39Z","timestamp":1606089759000},"page":"328-340","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Outlier Detection, Clustering, and Classification \u2013 Methodologically Unified Procedures for Conditional Approach"],"prefix":"10.1007","author":[{"given":"Piotr","family":"Kulczycki","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Krystian","family":"Franus","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,11,23]]},"reference":[{"key":"26_CR1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-6396-2","volume-title":"Outlier Analysis","author":"CC Aggarwal","year":"2013","unstructured":"Aggarwal, C.C.: Outlier Analysis. Springer, New York (2013)"},{"key":"26_CR2","volume-title":"Statistical Inference","author":"G Casella","year":"2002","unstructured":"Casella, G., Berger, R.L.: Statistical Inference. Duxbury Press, Pacific Grove (2002)"},{"key":"26_CR3","volume-title":"Pattern Classification","author":"RO Duda","year":"2001","unstructured":"Duda, R.O., Hart, P.E., Storck, D.G.: Pattern Classification. Wiley, New York (2001)"},{"key":"26_CR4","doi-asserted-by":"publisher","DOI":"10.1002\/9780470977811","volume-title":"Cluster Analysis","author":"BS Everitt","year":"2011","unstructured":"Everitt, B.S., Landau, S., Leese, M., Stahl, D.: Cluster Analysis. Wiley, Chichester (2011)"},{"key":"26_CR5","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1109\/TIT.1975.1055330","volume":"21","author":"K Fukunaga","year":"1975","unstructured":"Fukunaga, K., Hostetler, L.D.: The estimation of the gradient of a density function, with applications in pattern recognition. IEEE Trans. Inf. Theory 21, 32\u201340 (1975)","journal-title":"IEEE Trans. Inf. Theory"},{"key":"26_CR6","volume-title":"Estymatory jadrowe w analizie systemowej","author":"P Kulczycki","year":"2005","unstructured":"Kulczycki, P.: Estymatory jadrowe w analizie systemowej. WNT, Warsaw (2005)"},{"key":"26_CR7","doi-asserted-by":"crossref","unstructured":"Kulczycki, P.: Methodically unified procedures for outlier detection, clustering and classification. In: Arai, K., Bhatia, R., Kapoor, S. (eds.) FTC 2019, pp. 460\u2013474. Springer, Cham (2020)","DOI":"10.1007\/978-3-030-32520-6_35"},{"key":"26_CR8","doi-asserted-by":"publisher","first-page":"123","DOI":"10.2478\/v10006-010-0009-3","volume":"20","author":"P Kulczycki","year":"2010","unstructured":"Kulczycki, P., Charytanowicz, M.: A complete gradient clustering algorithm formed with kernel estimators. Int. J. Appl. Math. Comput. Sci. 20, 123\u2013134 (2010)","journal-title":"Int. J. Appl. Math. Comput. Sci."},{"key":"26_CR9","unstructured":"Kulczycki, P., Franus, K.: Methodically unified procedures for a conditional approach to outlier detection, clustering, and classification. Inf. Sci. (2020). (in press)"},{"key":"26_CR10","doi-asserted-by":"publisher","first-page":"1550008","DOI":"10.1142\/S0219876215500085","volume":"12","author":"P Kulczycki","year":"2015","unstructured":"Kulczycki, P., Kowalski, P.A.: Bayes classification for nonstationary patterns. Int. J. Comput. Methods 12, 1550008 (2015)","journal-title":"Int. J. Comput. Methods"},{"key":"26_CR11","doi-asserted-by":"publisher","first-page":"623","DOI":"10.1016\/j.asoc.2017.06.024","volume":"60","author":"P Kulczycki","year":"2017","unstructured":"Kulczycki, P., Kruszewski, D.: Identification of atypical elements by transforming task to supervised form with fuzzy and intuitionistic fuzzy evaluations. Appl. Soft Comput. 60, 623\u2013633 (2017)","journal-title":"Appl. Soft Comput."},{"key":"26_CR12","doi-asserted-by":"publisher","first-page":"247","DOI":"10.2307\/2531649","volume":"46","author":"R Parrish","year":"1990","unstructured":"Parrish, R.: Comparison of quantile estimators in normal sampling. Biometrics 46, 247\u2013257 (1990)","journal-title":"Biometrics"},{"key":"26_CR13","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-3324-9","volume-title":"Density Estimation for Statistics and Data Analysis","author":"BW Silverman","year":"1986","unstructured":"Silverman, B.W.: Density Estimation for Statistics and Data Analysis. Chapman and Hall, London (1986)"},{"key":"26_CR14","unstructured":"The World Happiness Report: United Nations Sustainable Development Solutions Network Network in partnership with the Ernesto Illy Foundation (2019). https:\/\/worldhappiness.report\/. Accessed 29 June 2019"},{"key":"26_CR15","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-4493-1","volume-title":"Kernel Smoothing","author":"MP Wand","year":"1995","unstructured":"Wand, M.P., Jones, M.C.: Kernel Smoothing. Chapman and Hall, London (1995)"}],"container-title":["Lecture Notes in Computer Science","Computational Collective Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-63007-2_26","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,23]],"date-time":"2020-11-23T00:13:24Z","timestamp":1606090404000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-63007-2_26"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030630065","9783030630072"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-63007-2_26","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"23 November 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCCI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Collective Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Da Nang","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vietnam","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 November 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 December 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccci2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/iccci.pwr.edu.pl\/2020\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}