{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,17]],"date-time":"2026-01-17T21:06:53Z","timestamp":1768684013983,"version":"3.49.0"},"reference-count":25,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1109\/cist.2018.8596389","type":"proceedings-article","created":{"date-parts":[[2018,12,31]],"date-time":"2018-12-31T23:23:45Z","timestamp":1546298625000},"page":"498-501","source":"Crossref","is-referenced-by-count":17,"title":["A Study of Handling Missing Data Methods for Big Data"],"prefix":"10.1109","author":[{"given":"Imane","family":"Ezzine","sequence":"first","affiliation":[]},{"given":"Laila","family":"Benhlima","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-39527-7_34"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s11390-016-1659-x"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.tplants.2014.08.004"},{"key":"ref13","author":"tang","year":"2017","journal-title":"RANDOM FOREST MISSING DATA APPROACHES"},{"key":"ref14","article-title":"Issues and Challenges in Convergence of Big Data","author":"mathur","year":"2017","journal-title":"Cloud and Data Science"},{"key":"ref15","author":"de'ath","year":"2012","journal-title":"Classification and regression trees a powerful yet simple technique for ecological data analysis"},{"key":"ref16","first-page":"723","author":"zou","year":"2005","journal-title":"Evaluation and automatic selection of methods for handling missing data"},{"key":"ref17","author":"rahm","year":"2010","journal-title":"Data cleaning Problems and current approaches"},{"key":"ref18","year":"2018","journal-title":"Imputation de donn&#x00E9;es manquantes"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btr597"},{"key":"ref4","author":"harris","year":"2013","journal-title":"Imputations Benefits Risks and a Method for Missing Data"},{"key":"ref3","author":"tang","year":"2017","journal-title":"Random forest missing data algorithms University of Miami Statistical Analysis and Data Mining"},{"key":"ref6","article-title":"Am&#x00E9;lioration de la qualit&#x00E9; des donn&#x00E9;es: correction s&#x00E9;mantique des anomalies inter-colonnes","author":"zaidi","year":"2017","journal-title":"National Conservatory of Arts and Crafts-CNAM"},{"key":"ref5","author":"tang","year":"2017","journal-title":"Random Forest Missing Data Algorithms Division of Biostatistics"},{"key":"ref8","author":"arinto","year":"2013","journal-title":"Murdopo Distributed Decision Tree Learning for Mining Big Data"},{"key":"ref7","first-page":"26","author":"khan","year":"2010","journal-title":"DETECTION A RANDOM FOREST APPROACH Proceedings of 2010 IEEE 17th International Conference on Image Processing"},{"key":"ref2","author":"aicha","year":"2015","journal-title":"Qualite contextuelle des donn&#x00E9;es D&#x00E9;tection et nettoyage guid&#x00E9;s par la s&#x00E9;mantique des donn&#x00E9;es"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2009.208"},{"key":"ref1","author":"juddoo","year":"2015","journal-title":"Overview of data quality challenges in the context of BigData"},{"key":"ref20","first-page":"330","author":"verikas","year":"2010","journal-title":"Mining data with random forests A survey and results of new tests"},{"key":"ref22","author":"smith","year":"2012","journal-title":"Foundations of Data Quality Management"},{"key":"ref21","author":"abderrazak","year":"2010","journal-title":"&#x00AB;TRAITEMENT DES VALEURS MANQUANTES POUR L'APPLICATION DE L'ANALYSE LOGIQUE DES DONNEES A LA MAINTENANVCE CONDITIONNELLE"},{"key":"ref24","author":"garnaud","year":"2013","journal-title":"D&#x00E9;pendances fonctionnelles extraction et exploitation University Science and Technology-Bordeaux I"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3390\/metabo4020433"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1177\/096228029600500302"}],"event":{"name":"2018 IEEE 5th International Congress on Information Science and Technology (CiSt)","location":"Marrakech","start":{"date-parts":[[2018,10,21]]},"end":{"date-parts":[[2018,10,27]]}},"container-title":["2018 IEEE 5th International Congress on Information Science and Technology (CiSt)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8575702\/8596320\/08596389.pdf?arnumber=8596389","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,27]],"date-time":"2022-01-27T17:04:34Z","timestamp":1643303074000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8596389\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/cist.2018.8596389","relation":{},"subject":[],"published":{"date-parts":[[2018,10]]}}}