{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,17]],"date-time":"2026-01-17T07:48:46Z","timestamp":1768636126849,"version":"3.49.0"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,12,7]],"date-time":"2023-12-07T00:00:00Z","timestamp":1701907200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,12,7]],"date-time":"2023-12-07T00:00:00Z","timestamp":1701907200000},"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":[[2023,12,7]]},"DOI":"10.1109\/aics60730.2023.10470759","type":"proceedings-article","created":{"date-parts":[[2024,3,20]],"date-time":"2024-03-20T18:15:31Z","timestamp":1710958531000},"page":"1-4","source":"Crossref","is-referenced-by-count":3,"title":["Pre-processing Techniques to Mitigate Against Algorithmic Bias"],"prefix":"10.1109","author":[{"given":"Maliheh Heidarpour","family":"Shahrezaei","sequence":"first","affiliation":[{"name":"DKIT,RSRC,Dundalk,Ireland"}]},{"given":"R\u00f3is\u00edn","family":"Loughran","sequence":"additional","affiliation":[{"name":"DKIT,RSRC,Dundalk,Ireland"}]},{"given":"Kevin Mc","family":"Daid","sequence":"additional","affiliation":[{"name":"DKIT,RSRC,Dundalk,Ireland"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3457607"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/bdcc7010015"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/icassp.2019.8682620"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3491209"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-011-0463-8"},{"key":"ref6","first-page":"1","article-title":"Classification with No Discrimination by Preferential Sampling","volume-title":"Informal Proc. 19th Annu. Mach. Learn. Conf. Belgium Netherlands","author":"Kamiran"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/icdmw.2009.83"},{"key":"ref8","first-page":"21","volume-title":"Translation tutorial : 21 fairness definitions and their politics","author":"Narayanan","year":"2023"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-9863-7_255"},{"key":"ref10","first-page":"1","article-title":"Fairness Definition Explained","volume":"18","author":"Verma","year":"2018","journal-title":"ACM"},{"key":"ref11","first-page":"3323","article-title":"Equality of Opportunity in Supervised Learning","volume":"29","author":"Hardt","year":"2016","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"ref12","volume-title":"Algorithm design: a fairness-accuracy frontier","author":"Liang","year":"2023"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/icpr.2010.764"},{"key":"ref14","volume-title":"UCI Machine Learning Repository: Adult Data Set","year":"2023"},{"key":"ref15","volume-title":"Towards Understanding Fairness and its Composition in Ensemble Machine Learning","author":"Gohar","year":"2022"},{"issue":"June","key":"ref16","author":"Zandee","year":"2021","journal-title":"A comparative study of bias mitigation methods applied on a multitude of classification algorithms"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-020-05130-z"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/icmtma52658.2021.00178"}],"event":{"name":"2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS)","location":"Letterkenny, Ireland","start":{"date-parts":[[2023,12,7]]},"end":{"date-parts":[[2023,12,8]]}},"container-title":["2023 31st Irish Conference on Artificial Intelligence and Cognitive Science (AICS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10470453\/10470478\/10470759.pdf?arnumber=10470759","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,26]],"date-time":"2024-03-26T20:20:04Z","timestamp":1711484404000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10470759\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,7]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/aics60730.2023.10470759","relation":{},"subject":[],"published":{"date-parts":[[2023,12,7]]}}}