{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T21:03:27Z","timestamp":1729631007440,"version":"3.28.0"},"reference-count":30,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,6]]},"DOI":"10.1109\/bigdatacongress.2015.26","type":"proceedings-article","created":{"date-parts":[[2015,8,20]],"date-time":"2015-08-20T17:47:39Z","timestamp":1440092859000},"page":"118-125","source":"Crossref","is-referenced-by-count":4,"title":["Red-RF: Reduced Random Forest for Big Data Using Priority Voting & Dynamic Data Reduction"],"prefix":"10.1109","author":[{"given":"Hussein","family":"Mohsen","sequence":"first","affiliation":[]},{"given":"Hasan","family":"Kurban","sequence":"additional","affiliation":[]},{"given":"Kurt","family":"Zimmer","sequence":"additional","affiliation":[]},{"given":"Mark","family":"Jenne","sequence":"additional","affiliation":[]},{"given":"Mehmet M.","family":"Dalkilic","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref30","article-title":"Bias, variance and arcing classifiers","volume":"460","author":"breiman","year":"1996","journal-title":"Tec Report 460 Statistics Department"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1006\/jcss.1997.1504"},{"key":"ref11","article-title":"Arcing classifiers","volume":"26","author":"breiman","year":"0","journal-title":"The Annals of Statistics"},{"journal-title":"volume 4212 of Lecture Notes in Computer Science-Dynamic Integration with Random Forests","article-title":"ECML","year":"2006","author":"tsymbal","key":"ref12"},{"journal-title":"Technical Report","article-title":"Boosting and naive bayesian learning","year":"1997","author":"elkan","key":"ref13"},{"key":"ref14","first-page":"479","article-title":"Boosting decision tree","volume":"8","author":"drucker","year":"1996","journal-title":"Advances in neural information processing systems"},{"key":"ref15","first-page":"725","article-title":"Bagging, boosting and c4.5","author":"quinlan","year":"1996","journal-title":"Proceedings of the Thirteenth National Conference on Artificial Intelligence"},{"key":"ref16","first-page":"473","article-title":"The random subspace method for constructing decision forests","volume":"22","author":"ho","year":"1998","journal-title":"IEEE Trans on Pattern Analysis and Machine Intelligence"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/BF01889584"},{"journal-title":"School of Computing Science","article-title":"A theory of learning classification rules","year":"1992","author":"buntine","key":"ref18"},{"key":"ref19","first-page":"161169","article-title":"Option decision trees with majority votes","author":"kohavi","year":"1997","journal-title":"Machine Learning Proceedings of the Fourteenth International Conference"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/DSAA.2014.7058103"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"453","DOI":"10.1007\/978-3-642-23783-6_29","article-title":"On oblique random forests","volume":"6912","author":"menze","year":"2011","journal-title":"Lecture Notes in Computer Science Machine Learning and Knowledge Discovery in Databases"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2014.264"},{"journal-title":"Paradoxes in Probability Theory and Mathematical Statistics","year":"2001","author":"szekely","key":"ref3"},{"journal-title":"ECML Volume 3021 of Lecture Notes in Computer Science-Improving Random Forests","article-title":"ECML","year":"2004","author":"robnik-sikonja","key":"ref6"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"381","DOI":"10.4310\/SII.2009.v2.n3.a11","article-title":"Search for the smallest random forest","volume":"2","author":"zhang","year":"2009","journal-title":"Stat Interface"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btn356"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/781670"},{"article-title":"UCI machine learning repositorv","year":"2013","author":"bache","key":"ref7"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-12-77"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"journal-title":"Machine Learning Proceedings of the Twelfth International Conference","first-page":"430","year":"1995","author":"oliver","key":"ref20"},{"key":"ref22","first-page":"1","article-title":"An empirical comparison of voting classification algorithms: Bagging, boosting, and variants","volume":"vv","author":"bauer","year":"1998","journal-title":"Machine Learning"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1016\/B978-0-444-88650-7.50030-5","article-title":"Multiple decision trees","author":"kwok","year":"1990","journal-title":"Uncertainty in Artificial Intelligence"},{"year":"0","key":"ref24","article-title":"Statistical instance-based pruning in ensemble of independent classifiers"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1006\/inco.1994.1009"},{"article-title":"Computational Astronomy","year":"2014","author":"jenne","key":"ref26"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2006.06.018"}],"event":{"name":"2015 IEEE International Congress on Big Data (BigData Congress)","start":{"date-parts":[[2015,6,27]]},"location":"New York City, NY, USA","end":{"date-parts":[[2015,7,2]]}},"container-title":["2015 IEEE International Congress on Big Data"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7194705\/7207183\/07207210.pdf?arnumber=7207210","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,23]],"date-time":"2017-06-23T14:01:37Z","timestamp":1498226497000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7207210\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,6]]},"references-count":30,"URL":"http:\/\/dx.doi.org\/10.1109\/bigdatacongress.2015.26","relation":{},"subject":[],"published":{"date-parts":[[2015,6]]}}}
