{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,27]],"date-time":"2025-11-27T06:33:45Z","timestamp":1764225225057},"reference-count":71,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2014,9,1]],"date-time":"2014-09-01T00:00:00Z","timestamp":1409529600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/OAPA.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Emerg. Topics Comput."],"published-print":{"date-parts":[[2014,9]]},"DOI":"10.1109\/tetc.2014.2316510","type":"journal-article","created":{"date-parts":[[2014,4,30]],"date-time":"2014-04-30T18:03:51Z","timestamp":1398881031000},"page":"352-363","source":"Crossref","is-referenced-by-count":34,"title":["Large Iterative Multitier Ensemble Classifiers for Security of Big Data"],"prefix":"10.1109","volume":"2","author":[{"given":"Jemal H.","family":"Abawajy","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrei","family":"Kelarev","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Morshed","family":"Chowdhury","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1996.8.7.1341"},{"key":"ref70","year":"2013","journal-title":"E-Handbook of Statistical Methods"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-009-0131-8"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/1656274.1656278"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s11416-012-0164-1"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1002\/sec.524"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2011.09.016"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2011.08.020"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2008.02.023"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICIS.2008.96"},{"key":"ref35","article-title":"Email classification using multi-tier classification algorithms","author":"islam","year":"2008","journal-title":"Proc 7th IEEE\/ACIS Int Conf Comput Inf Sci"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/NPC.2008.71"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007515423169"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/SECPRI.2001.924286"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(05)80023-1"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/CMPSAC.2004.1342667"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1002\/sec.528"},{"key":"ref64","first-page":"2721","article-title":"Learning to detect and classify malicious executables in the wild","volume":"7","author":"kolter","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CTC.2010.11"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.istr.2009.03.003"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-27609-5_14"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2012.06.022"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/WISTDCS.2008.8"},{"key":"ref68","year":"2012","journal-title":"VX Heavens Virus Collection"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.4304\/jnw.7.6.935-945"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s11704-013-3900-x"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s11704-013-3903-7"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2012.10.004"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2012.05.009"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"266","DOI":"10.1007\/978-3-642-24669-2_26","article-title":"Hybrid feature selection for phishing email detection","volume":"7017","author":"hamid","year":"2011","journal-title":"Algorithms and Architectures for Parallel Processing (Lecture Notes in Computer Science)"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.4304\/jnw.7.6.946-955"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/I-SPAN.2009.142"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s11416-011-0157-5"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"176","DOI":"10.1007\/978-3-642-29615-4_13","article-title":"Feature reduction to speed up malware classification","volume":"7161","author":"moonsamy","year":"2012","journal-title":"Information Security Technology for Applications (Lecture Notes in Computer Science)"},{"key":"ref50","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/1130.003.0016","article-title":"Fast training of support vector machines using sequential minimal optimization","author":"platt","year":"1998","journal-title":"Advances in Kernel Methods"},{"key":"ref51","author":"witten","year":"2011","journal-title":"Data Mining Practical Machine Learning Tools and Techniques"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007659514849"},{"key":"ref58","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1007\/3-540-44816-0_12","article-title":"An evaluation of grading classifiers","volume":"2189","author":"seewald","year":"2001","journal-title":"Advances in Intelligent Data Analysis"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2004.04.001"},{"key":"ref56","first-page":"367","article-title":"Stacking bagged and dagged models","author":"ting","year":"1997","journal-title":"Proc 14th ICML"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-25832-9_26"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-25832-9_22"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref52","first-page":"148","article-title":"Experiments with a new boosting algorithm","author":"freund","year":"1996","journal-title":"Proc 13th Int Conf Mach Learn"},{"key":"ref10","author":"chen","year":"2011","journal-title":"Effective and Efficient Temporal Verification in Grid Workflow—Enabling Timely Completion of Grid Workflow Saarbrücken"},{"key":"ref11","author":"rajan","year":"2013","journal-title":"Expanded Top Ten Big Data Security and Privacy Challenges"},{"key":"ref40","author":"quinlan","year":"1993","journal-title":"C4 5 Programs for Machine Learning"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2012.12.025"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2012.04.015"},{"key":"ref14","first-page":"66","article-title":"Prevention of information harvesting in a cloud services environment","author":"batten","year":"2011","journal-title":"Proc 1st Int Conf Cloud Comput Services Science"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2012.12.011"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2012.6195714"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-38586-5_8"},{"key":"ref18","year":"2013","journal-title":"Encyclopedia Britannica"},{"key":"ref19","year":"2013","journal-title":"Wikipedia"},{"key":"ref4","author":"wang","year":"2011","journal-title":"Cloud Computing Methodology System and Applications"},{"key":"ref3","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4614-1933-4","author":"liu","year":"2012","journal-title":"The Design of Cloud Workflow Systems"},{"key":"ref6","author":"yuan","year":"2013","journal-title":"Computation and Storage in the Cloud Understanding the Trade Offs"},{"key":"ref5","author":"liu","year":"2012","journal-title":"Temporal QoS Management in Scientific Cloud Workflow Systems"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2012.05.048"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TrustCom.2013.65"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1162\/089976601300014493"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.4018\/978-1-60566-370-8"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.7.1545"},{"key":"ref45","doi-asserted-by":"crossref","first-page":"832","DOI":"10.1109\/34.709601","article-title":"The random subspace method for constructing decision forests","volume":"20","author":"ho","year":"1998","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1028144844"},{"key":"ref47","first-page":"221","article-title":"Random forests feature selection with K-PLS: Detecting ischemia from magnetocardiograms","volume":"14","author":"han","year":"2006","journal-title":"Proc ESANN"},{"key":"ref42","article-title":"Nearest neighbor with generalization","author":"roy","year":"2002"},{"key":"ref41","article-title":"Instance-based learning: Nearest neighbour with generalisation","author":"martin","year":"1995"},{"key":"ref44","first-page":"278","article-title":"Random decision forest","author":"ho","year":"1995","journal-title":"Proc 3rd Int Conf Document Anal Recognition"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"}],"container-title":["IEEE Transactions on Emerging Topics in Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6245516\/6939750\/06808522.pdf?arnumber=6808522","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,12]],"date-time":"2023-07-12T15:09:25Z","timestamp":1689174565000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6808522\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,9]]},"references-count":71,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tetc.2014.2316510","relation":{},"ISSN":["2168-6750"],"issn-type":[{"value":"2168-6750","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,9]]}}}