{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T00:11:13Z","timestamp":1773619873459,"version":"3.50.1"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319604374","type":"print"},{"value":"9783319604381","type":"electronic"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","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":[[2017]]},"DOI":"10.1007\/978-3-319-60438-1_11","type":"book-chapter","created":{"date-parts":[[2017,6,13]],"date-time":"2017-06-13T00:13:43Z","timestamp":1497312823000},"page":"105-115","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Using Network Analysis to Improve Nearest Neighbor Classification of Non-network Data"],"prefix":"10.1007","author":[{"given":"Maciej","family":"Piernik","sequence":"first","affiliation":[]},{"given":"Dariusz","family":"Brzezinski","sequence":"additional","affiliation":[]},{"given":"Tadeusz","family":"Morzy","sequence":"additional","affiliation":[]},{"given":"Mikolaj","family":"Morzy","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,6,14]]},"reference":[{"issue":"3","key":"11_CR1","first-page":"477+","volume":"Technical Repor","author":"E Fix","year":"1951","unstructured":"Fix, E., Hodges, J.L.: Discriminatory analysis, nonparametric discrimination: consistency properties. US Air Force Sch. Aviat. Med. Technical Report 4(3), 477+ (1951)","journal-title":"US Air Force Sch. Aviat. Med."},{"issue":"3","key":"11_CR2","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1016\/0378-8733(78)90021-7","volume":"1","author":"LC Freeman","year":"1978","unstructured":"Freeman, L.C.: Centrality in social networks conceptual clarification. Soc. Netw. 1(3), 215\u2013239 (1978)","journal-title":"Soc. Netw."},{"key":"11_CR3","doi-asserted-by":"crossref","unstructured":"Dudani, S.A.: The distance-weighted k-nearest-neighbor rule. IEEE Trans. Syst. Man Cybern. SMC-6(3), 325\u2013327 (1976)","DOI":"10.1109\/TSMC.1976.5408784"},{"issue":"6","key":"11_CR4","first-page":"1429","volume":"9","author":"J Gou","year":"2012","unstructured":"Gou, J., Du, L., Zhang, Y., Xiong, T.: A new distance-weighted k-nearest neighbor classifier. J. Inf. Comput. Sci. 9(6), 1429\u20131436 (2012)","journal-title":"J. Inf. Comput. Sci."},{"issue":"5","key":"11_CR5","doi-asserted-by":"publisher","first-page":"2733","DOI":"10.1214\/12-AOS1049","volume":"40","author":"RJ Samworth","year":"2012","unstructured":"Samworth, R.J.: Optimal weighted nearest neighbour classifiers. Ann. Stat. 40(5), 2733\u20132763 (2012)","journal-title":"Ann. Stat."},{"issue":"1","key":"11_CR6","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1016\/j.eij.2015.08.002","volume":"17","author":"M Kaur","year":"2016","unstructured":"Kaur, M., Singh, S.: Analyzing negative ties in social networks: a survey. Egypt. Inform. J. 17(1), 21\u201343 (2016)","journal-title":"Egypt. Inform. J."},{"issue":"6684","key":"11_CR7","doi-asserted-by":"publisher","first-page":"409","DOI":"10.1038\/30918","volume":"393","author":"DJ Watts","year":"1998","unstructured":"Watts, D.J., Strogatz, S.H.: Collective dynamics of \u2018small-world\u2019 networks. Nature 393(6684), 409\u2013410 (1998)","journal-title":"Nature"},{"issue":"1","key":"11_CR8","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1080\/0022250X.1972.9989806","volume":"2","author":"P Bonacich","year":"1972","unstructured":"Bonacich, P.: Factoring and weighting approaches to status scores and clique identification. J. Math. Sociol. 2(1), 113\u2013120 (1972)","journal-title":"J. Math. Sociol."},{"issue":"1","key":"11_CR9","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1007\/BF02289026","volume":"18","author":"L Katz","year":"1953","unstructured":"Katz, L.: A new status index derived from sociometric analysis. Psychometrika 18(1), 39\u201343 (1953)","journal-title":"Psychometrika"},{"issue":"5","key":"11_CR10","doi-asserted-by":"publisher","first-page":"1170","DOI":"10.1086\/228631","volume":"92","author":"P Bonacich","year":"1987","unstructured":"Bonacich, P.: Power and centrality: a family of measures. Am. J. Sociol. 92(5), 1170\u20131182 (1987)","journal-title":"Am. J. Sociol."},{"key":"11_CR11","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1016\/j.socnet.2014.03.005","volume":"38","author":"M Everett","year":"2014","unstructured":"Everett, M., Borgatti, S.: Networks containing negative ties. Soc. Netw. 38, 111\u2013120 (2014)","journal-title":"Soc. Netw."},{"issue":"2","key":"11_CR12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1371\/journal.pone.0088669","volume":"9","author":"G Costantini","year":"2014","unstructured":"Costantini, G., Perugini, M.: Generalization of clustering coefficients to signed correlation networks. PLoS ONE 9(2), 1\u201310 (2014)","journal-title":"PLoS ONE"},{"issue":"4","key":"11_CR13","doi-asserted-by":"publisher","first-page":"331","DOI":"10.1016\/j.socnet.2004.08.007","volume":"26","author":"P Bonacich","year":"2004","unstructured":"Bonacich, P., Lloyd, P.: Calculating status with negative relations. Soc. Netw. 26(4), 331\u2013338 (2004)","journal-title":"Soc. Netw."},{"key":"11_CR14","volume-title":"Introduction to Data Mining","author":"PN Tan","year":"2005","unstructured":"Tan, P.N., Steinbach, M., Kumar, V.: Introduction to Data Mining. Addison Wesley, Boston (2005)"},{"key":"11_CR15","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511921803","volume-title":"Evaluating Learning Algorithms: A Classification Perspective","author":"N Japkowicz","year":"2011","unstructured":"Japkowicz, N., Shah, M.: Evaluating Learning Algorithms: A Classification Perspective. Cambridge University Press, Cambridge (2011)"},{"key":"11_CR16","unstructured":"Lichman, M.: UCI machine learning repository (2013)"}],"container-title":["Lecture Notes in Computer Science","Foundations of Intelligent Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-60438-1_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T08:39:08Z","timestamp":1710232748000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-60438-1_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319604374","9783319604381"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-60438-1_11","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"14 June 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ISMIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Symposium on Methodologies for Intelligent Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Warsaw","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Poland","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 June 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 June 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ismis2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ismis2017.ii.pw.edu.pl\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}