{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T17:22:16Z","timestamp":1730222536690,"version":"3.28.0"},"reference-count":27,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1109\/fuzz-ieee.2018.8491558","type":"proceedings-article","created":{"date-parts":[[2018,10,19]],"date-time":"2018-10-19T22:18:38Z","timestamp":1539987518000},"page":"1-8","source":"Crossref","is-referenced-by-count":9,"title":["Analysis of Streaming Clustering Using an Incremental Validity Index"],"prefix":"10.1109","author":[{"given":"Omar A.","family":"Ibrahim","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"James M.","family":"Keller","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"James C.","family":"Bezdek","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","first-page":"9","volume":"31","author":"aggarwal","year":"2007","journal-title":"On clustering massive data streams A summarization paradigm"},{"key":"ref11","first-page":"10","article-title":"Streaming k-means approximation","volume":"22","author":"ailon","year":"2009","journal-title":"Neural Information Processing Systems"},{"key":"ref12","first-page":"461","article-title":"A relevance weighted ensemble model for anomaly detection in switching data streams","author":"salehi","year":"2014","journal-title":"Proceedings of PAKDD"},{"key":"ref13","article-title":"Online clustering of multivariate time-series","author":"moshtaghi","year":"0","journal-title":"Proceedings of SIAM Conference on Data Mining"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2008.925904"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972764.29"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-010-0342-8"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.5430\/air.v3n1p38"},{"key":"ref18","first-page":"281","article-title":"Some methods for classification and analysis of multivariate observations","volume":"1","author":"macqueen","year":"1967","journal-title":"Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/BF02294245"},{"key":"ref4","first-page":"21","author":"angelov","year":"2010","journal-title":"Evolving Takagi-sugeno Fuzzy Systems from Streaming Data (eTS+)"},{"key":"ref27","article-title":"Evaluating Evolving Clusters in Streaming Data with Modified Dunn’s Indices","author":"ibrahim","year":"2018","journal-title":"IEEE Transaction on Evolving Topics in Computational Intelligence"},{"journal-title":"Incremental clustering The case for extra clusters","year":"2014","author":"ackerman","key":"ref3"},{"journal-title":"Online Cluster Validity Indices for Streaming Data","year":"0","author":"moshtaghi","key":"ref6"},{"key":"ref5","article-title":"Online clustering of multivariate time-series","author":"moshtaghi","year":"2016","journal-title":"Proceedings of SIAM Conference on Data Mining"},{"journal-title":"Extended robust on-line streaming clustering (EROLSC)","year":"2018","author":"ibrahim","key":"ref8"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2012.07.021"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2003.1198387"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1979.4766909"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/2522968.2522981"},{"key":"ref20","first-page":"23","article-title":"Evaluating the fit of structural equation models: Tests of significance and descriptive goodness-of-fit measures","volume":"8","author":"schermelleh-engel","year":"2015","journal-title":"Methods of Psychological Research"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/34.85677"},{"journal-title":"Primer on Cluster Analysis Four Basic Methods that (Usually) Work","year":"2017","author":"bezdek","key":"ref21"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/91.227387"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZ-IEEE.2016.7737686"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZY.1993.327400"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1109\/TFUZZ.2010.2077640","article-title":"A Robust Automatic Merging Possibilistic Clustering Method","volume":"19","author":"miin-shen","year":"2011","journal-title":"IEEE Transactions on Fuzzy Systems"}],"event":{"name":"2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","start":{"date-parts":[[2018,7,8]]},"location":"Rio de Janeiro","end":{"date-parts":[[2018,7,13]]}},"container-title":["2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8466242\/8491438\/08491558.pdf?arnumber=8491558","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T04:25:03Z","timestamp":1598243103000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8491558\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/fuzz-ieee.2018.8491558","relation":{},"subject":[],"published":{"date-parts":[[2018,7]]}}}