No Cover Image

Conference Paper/Proceeding/Abstract 572 views

Deep BIAS: Detecting Structural Bias using Explainable AI

Bas Van Stein Orcid Logo, Diederick Vermetten Orcid Logo, Fabio Caraffini Orcid Logo, Anna V. Kononova Orcid Logo

Proceedings of the Companion Conference on Genetic and Evolutionary Computation

Swansea University Author: Fabio Caraffini Orcid Logo

Full text not available from this repository: check for access using links below.

DOI (Published version): 10.1145/3583133.3590551

Published in: Proceedings of the Companion Conference on Genetic and Evolutionary Computation
Published: New York, NY, USA ACM 2023
Online Access: http://dx.doi.org/10.1145/3583133.3590551
URI: https://cronfa.swan.ac.uk/Record/cronfa63992
Tags: Add Tag
No Tags, Be the first to tag this record!
first_indexed 2023-07-27T16:30:51Z
last_indexed 2023-07-27T16:30:51Z
id cronfa63992
recordtype SURis
fullrecord <?xml version="1.0" encoding="utf-8"?><rfc1807 xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:xsd="http://www.w3.org/2001/XMLSchema"><bib-version>v2</bib-version><id>63992</id><entry>2023-07-27</entry><title>Deep BIAS: Detecting Structural Bias using Explainable AI</title><swanseaauthors><author><sid>d0b8d4e63d512d4d67a02a23dd20dfdb</sid><ORCID>0000-0001-9199-7368</ORCID><firstname>Fabio</firstname><surname>Caraffini</surname><name>Fabio Caraffini</name><active>true</active><ethesisStudent>false</ethesisStudent></author></swanseaauthors><date>2023-07-27</date><deptcode>SCS</deptcode><abstract/><type>Conference Paper/Proceeding/Abstract</type><journal>Proceedings of the Companion Conference on Genetic and Evolutionary Computation</journal><volume/><journalNumber/><paginationStart/><paginationEnd/><publisher>ACM</publisher><placeOfPublication>New York, NY, USA</placeOfPublication><isbnPrint/><isbnElectronic/><issnPrint/><issnElectronic/><keywords/><publishedDay>24</publishedDay><publishedMonth>7</publishedMonth><publishedYear>2023</publishedYear><publishedDate>2023-07-24</publishedDate><doi>10.1145/3583133.3590551</doi><url>http://dx.doi.org/10.1145/3583133.3590551</url><notes/><college>COLLEGE NANME</college><department>Computer Science</department><CollegeCode>COLLEGE CODE</CollegeCode><DepartmentCode>SCS</DepartmentCode><institution>Swansea University</institution><apcterm>Not Required</apcterm><funders/><projectreference/><lastEdited>2023-11-20T15:03:14.4904193</lastEdited><Created>2023-07-27T17:05:59.6023357</Created><path><level id="1">Faculty of Science and Engineering</level><level id="2">School of Mathematics and Computer Science - Computer Science</level></path><authors><author><firstname>Bas Van</firstname><surname>Stein</surname><orcid>0000-0002-0013-7969</orcid><order>1</order></author><author><firstname>Diederick</firstname><surname>Vermetten</surname><orcid>0000-0003-3040-7162</orcid><order>2</order></author><author><firstname>Fabio</firstname><surname>Caraffini</surname><orcid>0000-0001-9199-7368</orcid><order>3</order></author><author><firstname>Anna V.</firstname><surname>Kononova</surname><orcid>0000-0002-4138-7024</orcid><order>4</order></author></authors><documents/><OutputDurs><OutputDur><Id>201</Id><IsDataAvailableOnline>true</IsDataAvailableOnline><DataNotAvailableOnlineReasonId xsi:nil="true"/><DurUrl>https://doi.org/10.6084/m9.figshare.16546041.v2</DurUrl><IsDurRestrictions>false</IsDurRestrictions><DurRestrictionReasonId xsi:nil="true"/><DurEmbargoDate xsi:nil="true"/></OutputDur></OutputDurs></rfc1807>
spelling v2 63992 2023-07-27 Deep BIAS: Detecting Structural Bias using Explainable AI d0b8d4e63d512d4d67a02a23dd20dfdb 0000-0001-9199-7368 Fabio Caraffini Fabio Caraffini true false 2023-07-27 SCS Conference Paper/Proceeding/Abstract Proceedings of the Companion Conference on Genetic and Evolutionary Computation ACM New York, NY, USA 24 7 2023 2023-07-24 10.1145/3583133.3590551 http://dx.doi.org/10.1145/3583133.3590551 COLLEGE NANME Computer Science COLLEGE CODE SCS Swansea University Not Required 2023-11-20T15:03:14.4904193 2023-07-27T17:05:59.6023357 Faculty of Science and Engineering School of Mathematics and Computer Science - Computer Science Bas Van Stein 0000-0002-0013-7969 1 Diederick Vermetten 0000-0003-3040-7162 2 Fabio Caraffini 0000-0001-9199-7368 3 Anna V. Kononova 0000-0002-4138-7024 4 201 true https://doi.org/10.6084/m9.figshare.16546041.v2 false
title Deep BIAS: Detecting Structural Bias using Explainable AI
spellingShingle Deep BIAS: Detecting Structural Bias using Explainable AI
Fabio Caraffini
title_short Deep BIAS: Detecting Structural Bias using Explainable AI
title_full Deep BIAS: Detecting Structural Bias using Explainable AI
title_fullStr Deep BIAS: Detecting Structural Bias using Explainable AI
title_full_unstemmed Deep BIAS: Detecting Structural Bias using Explainable AI
title_sort Deep BIAS: Detecting Structural Bias using Explainable AI
author_id_str_mv d0b8d4e63d512d4d67a02a23dd20dfdb
author_id_fullname_str_mv d0b8d4e63d512d4d67a02a23dd20dfdb_***_Fabio Caraffini
author Fabio Caraffini
author2 Bas Van Stein
Diederick Vermetten
Fabio Caraffini
Anna V. Kononova
format Conference Paper/Proceeding/Abstract
container_title Proceedings of the Companion Conference on Genetic and Evolutionary Computation
publishDate 2023
institution Swansea University
doi_str_mv 10.1145/3583133.3590551
publisher ACM
college_str Faculty of Science and Engineering
hierarchytype
hierarchy_top_id facultyofscienceandengineering
hierarchy_top_title Faculty of Science and Engineering
hierarchy_parent_id facultyofscienceandengineering
hierarchy_parent_title Faculty of Science and Engineering
department_str School of Mathematics and Computer Science - Computer Science{{{_:::_}}}Faculty of Science and Engineering{{{_:::_}}}School of Mathematics and Computer Science - Computer Science
url http://dx.doi.org/10.1145/3583133.3590551
document_store_str 0
active_str 0
published_date 2023-07-24T15:03:15Z
_version_ 1783095723892408320
score 11.036203