{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,17]],"date-time":"2025-09-17T15:51:22Z","timestamp":1758124282244,"version":"3.28.0"},"reference-count":27,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,12]]},"DOI":"10.1109\/iciinfs.2016.8262961","type":"proceedings-article","created":{"date-parts":[[2018,1,22]],"date-time":"2018-01-22T22:33:43Z","timestamp":1516660423000},"page":"333-338","source":"Crossref","is-referenced-by-count":10,"title":["Comparative analysis of Gaussian mixture model, logistic regression and random forest for big data classification using map reduce"],"prefix":"10.1109","author":[{"given":"Vikas","family":"Singh","sequence":"first","affiliation":[]},{"given":"Rahul K.","family":"Gupta","sequence":"additional","affiliation":[]},{"given":"Rahul K.","family":"Sevakula","sequence":"additional","affiliation":[]},{"given":"Nishchal K.","family":"Verma","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","first-page":"1063","article-title":"Analysis of a random forests model","volume":"13","author":"biau","year":"2012","journal-title":"Journal of Machine Learning Research"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"journal-title":"Classification and Regression Trees","year":"1984","author":"breiman","key":"ref12"},{"journal-title":"Pattern Recognition and Neural Networks","year":"2007","author":"ripley","key":"ref13"},{"key":"ref14","volume":"1","author":"friedman","year":"2001","journal-title":"The Elements of Statistical Learning"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.4169\/000298910x523344"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCNT.2013.6726820"},{"key":"ref17","article-title":"Logistic regression","author":"contributors","year":"0","journal-title":"Wikipedia the Free Encyclopedia"},{"year":"2009","key":"ref18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1327452.1327492"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2014.04.078"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2006.889821"},{"journal-title":"Introduction to Machine Learning","year":"2010","author":"alpaydin","key":"ref3"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/Trustcom.2015.577"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2803140.2803143"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"863","DOI":"10.3906\/elk-1302-68","article-title":"A Map Reduce-based distributed SVM algorithm for binary classification","volume":"24","author":"atak","year":"2016","journal-title":"Turkish Journal of Electrical Engineering & Computer Sciences"},{"key":"ref7","first-page":"849","article-title":"A scalable random forest algorithm based on MapReduce","author":"han","year":"2013","journal-title":"Software Engineering and Service Science (ICSESS) 2013 4th IEEE International Conference on"},{"key":"ref2","first-page":"1137","author":"manyika","year":"2011","journal-title":"Big Data The Next Frontier for Innovation Competition and Productivity"},{"key":"ref9","article-title":"Random forests and decision trees","volume":"9","author":"ali","year":"2012","journal-title":"International Journal of Computer Science issues (IJCSI)"},{"journal-title":"Wikipedia the Free Encyclopedia","article-title":"Big data","year":"0","key":"ref1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/MSST.2010.5496972"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/1594204.1594206"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/945449.945450"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"122","DOI":"10.1109\/ISPASS.2010.5452045","article-title":"The hadoop distributed file system: Balancing portability and performance","author":"shafer","year":"2010","journal-title":"Performance Analysis of Systems & Software (ISPASS) 2010 IEEE International Symposium on"},{"year":"0","key":"ref23"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-35380-2_36"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-22997-3"}],"event":{"name":"2016 11th International Conference on Industrial and Information Systems (ICIIS)","start":{"date-parts":[[2016,12,3]]},"location":"Roorkee, India","end":{"date-parts":[[2016,12,4]]}},"container-title":["2016 11th International Conference on Industrial and Information Systems (ICIIS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8253767\/8262887\/08262961.pdf?arnumber=8262961","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,9]],"date-time":"2019-10-09T17:33:00Z","timestamp":1570642380000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8262961\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,12]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/iciinfs.2016.8262961","relation":{},"subject":[],"published":{"date-parts":[[2016,12]]}}}