josep roure kikqvjcscmuedu apologies multiple postings call papers participation 3rd international workshop knowledge discovery data streams 23rd international conference machine learning carnegie mellon university june 29 2006 httpwwwcscmuedujroureiwkddsiwkdds_icml06html many sources produce data continuously examples include customer click streams telephone records large sets web pages multimedia data sets retail chain transactions sources called data streams process strictly stationary real world applications target concept could gradually change time incremental task requires incremental learning algorithms take drift account data streams increasingly important research community new algorithms needed process streaming data reasonable time important issue different research areas like data mining machine learning olap databases etc many researches areas designing new approaches adapting traditional algorithms data streams goal workshop convene researchers deal decision rules decision trees association rules clustering filtering preprocessing post processing feature selection visualization techniques etc data streams related themes additional information updates please visit httpwwwcscmuedujroureiwkddsiwkdds_icml06html topics data stream ordered sequence instances read limited number times topics include limited data stream models clustering data streams decision trees data streams association rules data streams decision rules data streams feature selection data streams visualization techniques data streams incremental online learning algorithms singlepass algorithms scalable algorithms change detection realworld applications involving incremental online realtime learning invited speakers tutorial next generation data streams algorithms muthu muthukrishnan rutgers university att research panel open issues emergent topics learning data streams pedro domingos university washington muthu muthukrishnan rutgers university att research organizers joao gama university porto portugal jesús aguilarruiz university pablo de olavide spain josep roure carnegie mellon university us paper submission submissions reviewed 2 members program committee papers must english formatted according springerverlag lecture notes artificial intelligence guidelines authors instructions style files downloaded httpwwwspringerdecomplncsauthorshtml maximum length papers 10 pages papers submitted pdf email workshop chairs jesus aguilarruiz aguilar__lsi_us_es joao gama jgama__fep_up_pt josep roure jroure__cs_cmu_edu please replace __ _ respectively important dates paper submission deadline april 28 2006 notification acceptance june 2 2006 cameraready copies june 16 2006 workshop date june 29 2006 wed 06 aug 2008 213323 0500 uai cfp workshop knowledge discovery data streams icml 2006