{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,12]],"date-time":"2025-11-12T13:22:04Z","timestamp":1762953724297,"version":"3.28.0"},"reference-count":48,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,9,8]],"date-time":"2019-09-08T00:00:00Z","timestamp":1567900800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,9,8]],"date-time":"2019-09-08T00:00:00Z","timestamp":1567900800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,9,8]],"date-time":"2019-09-08T00:00:00Z","timestamp":1567900800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,9,8]]},"DOI":"10.1109\/icce-berlin47944.2019.8966202","type":"proceedings-article","created":{"date-parts":[[2020,1,23]],"date-time":"2020-01-23T22:01:02Z","timestamp":1579816862000},"page":"189-194","source":"Crossref","is-referenced-by-count":8,"title":["Data generators: a short survey of techniques and use cases with focus on testing"],"prefix":"10.1109","author":[{"given":"Srdan","family":"Popic","sequence":"first","affiliation":[]},{"given":"Bogdan","family":"Pavkovic","sequence":"additional","affiliation":[]},{"given":"Ivan","family":"Velikic","sequence":"additional","affiliation":[]},{"given":"Nikola","family":"Teslic","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/765891.765910"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1186\/s12920-015-0108-y"},{"key":"ref33","first-page":"41","article-title":"A Data Generator for Cloud-Scale Benchmarking","author":"rabl","year":"2010","journal-title":"TPC TC &#x2019;10"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/1988842.1988847"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/NCM.2009.56"},{"key":"ref30","first-page":"293","article-title":"Path-oriented test data generation using symbolic execution and constraint solving techniques","author":"zhang","year":"2004","journal-title":"International Conference on Software Engineering and Formal Methods Control and Computer Engineering"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1136\/heartjnl-2017-311198"},{"journal-title":"Toward geometric deep SLAM","year":"2017","author":"detone","key":"ref36"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.5244\/C.30.26"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s11334-011-0162-3"},{"key":"ref10","first-page":"45","article-title":"A Comparative Study on Most Commonly used Correlated Binary Data Generation Methods","author":"demirtas","year":"2009","journal-title":"Advances & Applications in Statistical Sciences"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/2666158.2666183"},{"key":"ref11","first-page":"1","article-title":"Comparative Study of Test Data Generation Techniques","volume":"1","author":"misra","year":"2015","journal-title":"JITSI"},{"key":"ref12","first-page":"45","author":"dandekar","year":"2009","journal-title":"Comparative Evaluation of Synthetic Dataset Generation Methods"},{"key":"ref13","first-page":"105","article-title":"Comparing Fully and Partially Synthetic Datasets for Statistical Disclosure Control in the German IAB Establishment Panel","author":"drechsler","year":"2008","journal-title":"Transactions on Data Privacy"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/1081870.1081969"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/974044.974060"},{"key":"ref16","first-page":"1097","article-title":"Flexible Database Generators","author":"bruno","year":"2005","journal-title":"International Conference on Very Large Data Bases"},{"key":"ref17","first-page":"19","author":"hoag","year":"2007","journal-title":"A Parallel General-Purpose Synthetic Data Generator"},{"key":"ref18","first-page":"2339","article-title":"A Simple and Practical Algorithm for Differentially Private Data Release","author":"hardt","year":"2012","journal-title":"International Conference on Neural Information Processing Systems"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/DSAA.2016.49"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/INECCE.2011.5953894"},{"year":"2016","key":"ref4","article-title":"Data Masking:, What You Need to Know"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/APAQ.2000.883800"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICICTM.2016.7890777"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/IRS.2012.6233353"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/69.75894"},{"key":"ref5","first-page":"1226","article-title":"SNA-based artificial Call Detail Records generator","author":"murti?","year":"2018","journal-title":"2018 MIPRO"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2014.7004228"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/1594156.1594168"},{"article-title":"UCI Machine Learning Repository, University of California, Irvine School of Information and Computes Sciences","year":"2013","author":"lichman","key":"ref2"},{"key":"ref9","first-page":"95","article-title":"A Review Of Synthetic Data Generation Methods For Privacy Preserving Data Publishing","volume":"6","author":"surendra","year":"2017","journal-title":"International Journal of Scientific and Technology Research"},{"article-title":"SearchCIO","year":"0","author":"laskowski","key":"ref1"},{"journal-title":"The Benchmark Handbook for Database and Transaction Systems (2nd Edition)","year":"1993","author":"o\u2019neil","key":"ref46"},{"key":"ref20","first-page":"35","author":"mckay bowen","year":"2016","journal-title":"Comparative Study of Differentially Private data Synthesis Methods"},{"article-title":"Valuing Wind Generation on Integrated Power Systems","year":"2010","author":"dragoon","key":"ref45"},{"key":"ref48","first-page":"8","article-title":"Benchmarking database systems: A systematic approach","author":"bitton","year":"1983","journal-title":"VLDB"},{"key":"ref22","first-page":"3416","article-title":"Spaten: a Spatio-temporal and Textual Big Data Generator","author":"doudali","year":"2017","journal-title":"Bigdata"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/1807128.1807152"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/iV.2018.00036"},{"key":"ref42","first-page":"173","author":"iftikhar","year":"2016","journal-title":"A Prediction-based Smart Meter Data Generator"},{"key":"ref24","first-page":"27","article-title":"Random Forests for Generating Partially Synthetic, Categorical Data","author":"caiola","year":"2010","journal-title":"Trans Data Privacy"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2008.55"},{"key":"ref23","first-page":"177","article-title":"Graphs over time: Densi-fication laws, shrinking diameters and possible explanations","author":"leskovec","year":"2005","journal-title":"Proc ACM SIGKDD"},{"key":"ref44","first-page":"226","article-title":"Elaborate Synthetic Data Generation for Internet of Things Services at Smart Home Environment","author":"myung","year":"2017","journal-title":"International Conference on Computer and Computational Intelligence"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/bxv001"},{"key":"ref43","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1049\/cje.2016.03.003","article-title":"A Stochastic Approach of Dependency Evaluation for IoT Devices","volume":"25","author":"jiwei","year":"2016","journal-title":"Chinese Journal of Electronics"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/QSIC.2011.17"}],"event":{"name":"2019 IEEE 9th International Conference on Consumer Electronics (ICCE-Berlin)","start":{"date-parts":[[2019,9,8]]},"location":"Berlin, Germany","end":{"date-parts":[[2019,9,11]]}},"container-title":["2019 IEEE 9th International Conference on Consumer Electronics (ICCE-Berlin)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8960500\/8966129\/08966202.pdf?arnumber=8966202","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T17:48:45Z","timestamp":1658080125000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8966202\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9,8]]},"references-count":48,"URL":"https:\/\/doi.org\/10.1109\/icce-berlin47944.2019.8966202","relation":{},"subject":[],"published":{"date-parts":[[2019,9,8]]}}}