{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T11:40:20Z","timestamp":1730288420521,"version":"3.28.0"},"reference-count":31,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,3]]},"DOI":"10.1109\/percomw.2018.8480371","type":"proceedings-article","created":{"date-parts":[[2018,10,8]],"date-time":"2018-10-08T19:49:51Z","timestamp":1539028191000},"page":"149-154","source":"Crossref","is-referenced-by-count":9,"title":["Enhancing Veracity of IoT Generated Big Data in Decision Making"],"prefix":"10.1109","author":[{"given":"Xiaoli","family":"Liu","sequence":"first","affiliation":[]},{"given":"Satu","family":"Tamminen","sequence":"additional","affiliation":[]},{"given":"Xiang","family":"Su","sequence":"additional","affiliation":[]},{"given":"Pekka","family":"Siirtola","sequence":"additional","affiliation":[]},{"given":"Juha","family":"Roning","sequence":"additional","affiliation":[]},{"given":"Jukka","family":"Riekki","sequence":"additional","affiliation":[]},{"given":"Jussi","family":"Kiljander","sequence":"additional","affiliation":[]},{"given":"Juha-Pekka","family":"Soininen","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2016.337"},{"key":"ref30","article-title":"Classifier Ensemble for Uncertain Data Stream Classification","author":"pan","year":"2010","journal-title":"Advances in Knowledge Discovery and Data Mining"},{"key":"ref10","first-page":"36","article-title":"The intelligent manufacturing paradigm in knowledge society","author":"dumitrache","year":"2010","journal-title":"Knowledge Management InTech"},{"journal-title":"Statistics Canada Catalogue no 12-586-XIE","article-title":"Statistics Canada?s Quality Assurance Framework","year":"2002","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.4018\/jaeis.2013010103"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1186\/s41044-016-0014-0"},{"journal-title":"Data Preparation for Data Mining","year":"1999","author":"pyle","key":"ref14"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2015.12.006"},{"journal-title":"Statistical Analysis with Missing Data","year":"1987","author":"little","key":"ref16"},{"key":"ref17","first-page":"273","article-title":"A parallel algorithm for data cleansing in incomplete information systems using mapreduce","author":"chen","year":"2014","journal-title":"Proc International Conference on Computational Intelligence and Security"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2014.2330821"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1871437.1871750"},{"key":"ref28","first-page":"159","article-title":"PODS: a new model and processing algorithms for uncertain data streams","author":"diao","year":"2010","journal-title":"Proc Of ACM SIGMOD International Conference on Management of Data"},{"key":"ref4","first-page":"1","article-title":"Computing on masked data: A high performance method for improving big data veracity","author":"kepner","year":"2014","journal-title":"Proc IEEE High Performance Extreme Computing Conference"},{"key":"ref27","article-title":"Capturing data uncertainty in high-volume stream processing","author":"diao","year":"2009","journal-title":"Fourth Biennial Conference on Innovative Data Systems Research"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/253769.253804"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1145\/2714576.2714599","article-title":"The Process Matters: Ensuring Data Veracity in Cyber-Physical Systems","author":"krotofil","year":"2015","journal-title":"Proc of the 10th ACM Symposium on Information Computer and Communications Security - ASIA CCS"},{"key":"ref29","first-page":"150","article-title":"A Framework for Clustering Uncertain Data Streams","author":"aggarwal","year":"2008","journal-title":"Proc of IEEE 24th International Conference on Data Engineering"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2015.12.154"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1541880.1541883"},{"journal-title":"Big Data Computing A Guide for Business and Technology Managers","year":"2017","author":"kale","key":"ref7"},{"key":"ref2","first-page":"3","article-title":"Data cleaning: Problems and current approaches","volume":"23","author":"rahm","year":"2000","journal-title":"IEEE Data Eng Bull"},{"key":"ref9","article-title":"Representing Data Quality in Sensor Data Streaming Environments","volume":"1","author":"klein","year":"2009","journal-title":"ACM Journal of Data and Information Quality"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2014.6816764"},{"key":"ref20","first-page":"163","article-title":"Adaptive Cleaning for RFID Data Streams","author":"jeffery","year":"2006","journal-title":"Proceedings of International Conference on Very Large Data Bases"},{"key":"ref22","article-title":"Handling of Uncertainty-A Survey","volume":"3","author":"dutt","year":"2013","journal-title":"International Journal of Scientific and Research Publications"},{"key":"ref21","first-page":"1160","article-title":"Online filtering, smoothing and probabilistic modeling of streaming data","author":"kanagal","year":"2008","journal-title":"IEEE 24th International Conference on Data Engineering"},{"key":"ref24","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-09690-2","author":"aggarwal","year":"2009","journal-title":"Managing and Mining Uncertain Data"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.190"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-014-0808-1"},{"key":"ref25","first-page":"209","article-title":"Decision Tree for Dynamic and Uncertain Data Streams","author":"liang","year":"2010","journal-title":"2nd Asian Conference on Machine Learning (ACML)"}],"event":{"name":"2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","start":{"date-parts":[[2018,3,19]]},"location":"Athens","end":{"date-parts":[[2018,3,23]]}},"container-title":["2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8454955\/8480085\/08480371.pdf?arnumber=8480371","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T03:54:23Z","timestamp":1643169263000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8480371\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,3]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/percomw.2018.8480371","relation":{},"subject":[],"published":{"date-parts":[[2018,3]]}}}