المؤلفون: Hort, Max, Zhang, Jie M, Sarro, Federica, Harman, Mark

المصدر: Empirical Software Engineering , 29 , Article 36. (2024) (In press).

مصطلحات موضوعية: Software fairness, Bias mitigation, Classification, Multi-objective optimization

وصف الملف: application/pdf

Relation: https://discovery.ucl.ac.uk/id/eprint/10185565/1/s10664-023-10419-3.pdf; https://discovery.ucl.ac.uk/id/eprint/10185565/

الاتاحة: https://discovery.ucl.ac.uk/id/eprint/10185565/1/s10664-023-10419-3.pdf
https://discovery.ucl.ac.uk/id/eprint/10185565/

المؤلفون: Ferrara C., Casillo F., Gravino C., De Lucia A., Palomba F.

المساهمون: Abhik Roychoudhury and Margaret Storey, Ferrara, C., Casillo, F., Gravino, C., De Lucia, A., Palomba, F.

مصطلحات موضوعية: Machine Learning, Requirements Engineering, Software Fairness

Relation: info:eu-repo/semantics/altIdentifier/isbn/9798400702174; ispartofbook:Proceedings - International Conference on Software Engineering; 44th ACM/IEEE International Conference on Software Engineering, ICSE 2024; volume:811; firstpage:2631; lastpage:2642; numberofpages:12; serie:PROCEEDINGS - INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING; https://hdl.handle.net/11386/4884251

الاتاحة: https://hdl.handle.net/11386/4884251
https://doi.org/10.1145/3597503.3639185
https://dl.acm.org/doi/10.1145/3597503.3639185

المؤلفون: Soremekun, Ezekiel, Udeshi, Sakshi, Chattopadhyay, Sudipta

المصدر: Soremekun , E , Udeshi , S & Chattopadhyay , S 2022 , ' Astraea : Grammar-Based Fairness Testing ' , IEEE Transactions on Software Engineering , vol. 48 , no. 12 , pp. 5188-5211 . https://doi.org/10.1109/TSE.2022.3141758

مصطلحات موضوعية: machine learning, natural language processing, program debugging, software fairness, software testing

وصف الملف: application/pdf

الاتاحة: https://rhul.elsevierpure.com/en/publications/9f33c12f-c049-44eb-afc3-b1441d3ada9b
https://doi.org/10.1109/TSE.2022.3141758
https://pure.royalholloway.ac.uk/ws/files/63402467/Astrea.pdf
http://www.scopus.com/inward/record.url?scp=85122869706&partnerID=8YFLogxK

المؤلفون: Perera, Anjana, Aleti, Aldeida, Tantithamthavorn, Chakkrit, Jiarpakdee, Jirayus, Turhan, Burak, Kuhn, Lisa, Walker, Katie

المصدر: Perera , A , Aleti , A , Tantithamthavorn , C , Jiarpakdee , J , Turhan , B , Kuhn , L & Walker , K 2022 , ' Search-based fairness testing for regression-based machine learning systems ' , Empirical Software Engineering , vol. 27 , no. 3 , 79 . https://doi.org/10.1007/s10664-022-10116-7

مصطلحات موضوعية: Bias, Fairness testing, Machine learning, Search-based software testing, Software fairness, Software testing

وصف الملف: application/pdf

الاتاحة: https://research.monash.edu/en/publications/3db4b387-6dfd-4e82-bed2-f778e610996c
https://doi.org/10.1007/s10664-022-10116-7
https://researchmgt.monash.edu/ws/files/376091920/369703958_oa.pdf
http://www.scopus.com/inward/record.url?scp=85127566250&partnerID=8YFLogxK

المؤلفون: Chen, Zhenpeng, Zhang, Jie M, Sarro, Federica, Harman, Mark

المصدر: In: Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE '22). ACM Press: Singapore, Singapore. (2022) (In press).

مصطلحات موضوعية: Software fairness, Bias mitigation, Fairness-performance trade-off, Ensemble learning, Machine learning software

وصف الملف: text

Relation: https://discovery.ucl.ac.uk/id/eprint/10152903/1/FSE22_Fairness.pdf; https://discovery.ucl.ac.uk/id/eprint/10152903/

الاتاحة: https://discovery.ucl.ac.uk/id/eprint/10152903/1/FSE22_Fairness.pdf
https://discovery.ucl.ac.uk/id/eprint/10152903/

المؤلفون: Max Hort (9314294)

مصطلحات موضوعية: Software Engineering, software fairness

Relation: https://figshare.com/articles/online_resource/Fairea_-_FSE2021/13712827

الاتاحة: https://doi.org/10.6084/m9.figshare.13712827.v2

المؤلفون: YANG, Zhou, JAIN, Harshit, SHI, Jieke, ASYROFI, Muhammad Hilmi, LO, David

المصدر: Research Collection School Of Computing and Information Systems

مصطلحات موضوعية: Software Fairness, Sentiment Analysis, Bias Healing, Databases and Information Systems, Software Engineering

وصف الملف: application/pdf

Relation: https://ink.library.smu.edu.sg/sis_research/6711; https://ink.library.smu.edu.sg/context/sis_research/article/7714/viewcontent/288200a644.pdf

الاتاحة: https://ink.library.smu.edu.sg/sis_research/6711
https://doi.org/10.1109/ICSME52107.2021.00073
https://ink.library.smu.edu.sg/context/sis_research/article/7714/viewcontent/288200a644.pdf

المؤلفون: Zhang, J, Harman, M

المصدر: In: (Proceedings) 43th International Conference on Software Engineering. IEEE: Virtual conference. (2021) (In press).

مصطلحات موضوعية: software fairness, machine learning fairness

وصف الملف: text

Relation: https://discovery.ucl.ac.uk/id/eprint/10123814/1/ICSE2021__Ignorance_Prejudice%20%285%29.pdf; https://discovery.ucl.ac.uk/id/eprint/10123814/

الاتاحة: https://discovery.ucl.ac.uk/id/eprint/10123814/1/ICSE2021__Ignorance_Prejudice%20%285%29.pdf
https://discovery.ucl.ac.uk/id/eprint/10123814/

المؤلفون: Das, Ajoy

مصطلحات موضوعية: bias, fairness, machine learning, software fairness, labeling inconsistency, Artificial Intelligence, Computer Science

الاتاحة: https://dx.doi.org/10.11575/prism/40685
https://prism.ucalgary.ca/handle/1880/115772

المؤلفون: Giang Nguyen

مصطلحات موضوعية: Software fairness, Bias mitigation, Fairness-accuracy trade-off, Machine learning software, Automated machine learning

Relation: https://doi.org/10.5281/zenodo.8264465; https://doi.org/10.5281/zenodo.8264466; oai:zenodo.org:8264466

الاتاحة: https://doi.org/10.5281/zenodo.8264466

المؤلفون: Zhenpeng Chen, Jie M. Zhang, Federica Sarro, Mark Harman

المصدر: ESEC/FSE, The 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Singapore, November 14-18, 2022

مصطلحات موضوعية: Software fairness, Machine learning

Relation: https://doi.org/10.5281/zenodo.7553143; https://doi.org/10.5281/zenodo.7553144; oai:zenodo.org:7553144

الاتاحة: https://doi.org/10.5281/zenodo.7553144

المؤلفون: Nguyen, Giang, Biswas, Sumon, Rajan, Hridesh

المساهمون: Computer Science

المصدر: https://doi.org/10.48550/arXiv.2306.09297.

مصطلحات موضوعية: DegreeDisciplines::Physical Sciences and Mathematics::Computer Sciences::Software Engineering, Software fairness, bias mitigation, fairness-accuracy trade-off, machine learning software, automated machine learning

وصف الملف: application/pdf

Relation: https://dr.lib.iastate.edu/handle/20.500.12876/1wge04Ar

الاتاحة: https://dr.lib.iastate.edu/handle/20.500.12876/1wge04Ar
https://hdl.handle.net/20.500.12876/1wge04Ar

المؤلفون: Ezekiel Soremekun, Sakshi Sunil Udeshi, Sudipta Chattopadhyay

مصطلحات موضوعية: Software Engineering (cs.SE), FOS: Computer and information sciences, Computer science [C05] [Engineering, computing & technology], Computer Science - Software Engineering, Computer Science - Machine Learning, software fairness, Artificial Intelligence (cs.AI), machine learning, Computer Science - Artificial Intelligence, Sciences informatiques [C05] [Ingénierie, informatique & technologie], Software, Software testing, Machine Learning (cs.LG)

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5a93e25390808216a2feb965f32b9bf0
http://orbilu.uni.lu/handle/10993/53861

المؤلفون: Anjana Perera, Aldeida Aleti, Chakkrit Tantithamthavorn, Jirayus Jiarpakdee, Burak Turhan, Lisa Kuhn, Katie Walker

مصطلحات موضوعية: software fairness, machine learning, bias, search-based software testing, fairness testing, software testing, Software

وصف الملف: application/pdf

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::22a10d1d64d9968cb2f584c53f15f50e
https://acuresearchbank.acu.edu.au/item/8z379/search-based-fairness-testing-for-regression-based-machine-learning-systems

المؤلفون: Ramadan, Qusai, Ahmadian, Amir Shayan, Jürjens, Jan, Staab, Steffen, Strüber, Daniel

المساهمون: Becker, Steffen, Bogicevic, Ivan, Herzwurm, Georg, Wagner, Stefan

مصطلحات موضوعية: Software Fairness, Explainable Software, Model-Based Analysis, UML

وصف الملف: application/pdf

Relation: Software Engineering and Software Management 2019; Lecture Notes in Informatics (LNI) - Proceedings, Volume P-292; http://dl.gi.de/handle/20.500.12116/20912

الاتاحة: http://dl.gi.de/handle/20.500.12116/20912
https://hdl.handle.net/20.500.12116/20912
https://doi.org/10.18420/se2019-50

المؤلفون: Soremekun, Ezekiel(*), Udeshi, Sakshi Sunil(*), Chattopadhyay, Sudipta

مصطلحات الفهرس: software fairness, machine learning, Software testing, info:eu-repo/semantics/article

URL: http://orbilu.uni.lu/handle/10993/53861
http://orbilu.uni.lu/bitstream/10993/53861/1/Astrea.pdf