VETRO', ANTONIO

VETRO', ANTONIO  

Dipartimento di Automatica e Informatica  

016873  

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Risultati 1 - 20 di 84 (tempo di esecuzione: 0.058 secondi).
Citazione Data di pubblicazione Autori File
Facial Analysis Systems and Down Syndrome / Rondina, Marco; Vinci, Fabiana; Vetro', Antonio; DE MARTIN, JUAN CARLOS. - (In corso di stampa). (Intervento presentato al convegno European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - 3rd Workshop on Bias and Fairness in AI tenutosi a Torino (IT) nel September 18-22, 2023). In corso di stampa Marco RondinaAntonio Vetro'Juan Carlos De Martin + -
Teaching Scrum with a focus on compliance assessment / Torchiano, Marco; Vetro, Antonio; Coppola, Riccardo. - STAMPA. - (2024), pp. 595-599. (Intervento presentato al convegno 28th International Conference on Evaluation and Assessment in Software Engineering (EASE 2024) tenutosi a Salerno (ITA) nel June 18--21, 2024) [10.1145/3661167.3661277]. 1-gen-2024 Marco TorchianoAntonio VetroRiccardo Coppola LEARNER_SE2_2024.pdf3661167.3661277.pdf
Completeness of Datasets Documentation on ML/AI Repositories: An Empirical Investigation / Rondina, Marco; Vetro', Antonio; De Martin, Juan Carlos. - 14115:(2023), pp. 79-91. (Intervento presentato al convegno 22nd Portuguese Conference on Artificial Intelligence tenutosi a Horta, Faial Island, Azores nel September 5 – September 8, 2023) [10.1007/978-3-031-49008-8_7]. 1-gen-2023 Rondina, MarcoVetro', AntonioDe Martin, Juan Carlos 01-1_dts_postprint.pdf978-3-031-49008-8_7.pdf
Measuring Imbalance on Intersectional Protected Attributes and on Target Variable to Forecast Unfair Classifications / Mecati, Mariachiara; Torchiano, Marco; Vetro, Antonio; De Martin, Juan Carlos. - In: IEEE ACCESS. - ISSN 2169-3536. - 11:(2023), pp. 26996-27011. [10.1109/ACCESS.2023.3252370] 1-gen-2023 Mecati, MariachiaraTorchiano, MarcoVetro, AntonioDe Martin, Juan Carlos FINAL Article.pdfMeasuring_Imbalance_on_Intersectional_Protected_Attributes_and_on_Target_Variable_to_Forecast_Unfair_Classifications.pdf
Appendix for "Identifying Imbalance Thresholds in Input Data to Achieve Desired Levels of Algorithmic Fairness" / Mecati, Mariachiara; Adrignola, Andrea; Vetro, Antonio; Torchiano, Marco. - (2022). [10.5281/ZENODO.7350599] 1-gen-2022 Mecati, MariachiaraVetro, AntonioTorchiano, Marco + Mecati_DS4EIW2022_Appendix.pdf
Detecting Risk of Biased Output with Balance Measures / Mecati, Mariachiara; Vetro', Antonio; Torchiano, Marco. - In: ACM JOURNAL OF DATA AND INFORMATION QUALITY. - ISSN 1936-1955. - 14:4(2022). [10.1145/3530787] 1-gen-2022 Mecati, MariachiaraVetro', AntonioTorchiano, Marco JDIQ_paper___Special_Issue_on_Data_Quality_and_Ethics.pdf3530787.pdf
Identifying Imbalance Thresholds in Input Data to Achieve Desired Levels of Algorithmic Fairness / Mecati, Mariachiara; Adrignola, Andrea; Vetro, Antonio; Torchiano, Marco. - (2022), pp. 4700-4709. (Intervento presentato al convegno 2022 IEEE International Conference on Big Data (IEEE BigData 2022) - Second International Workshop on Data Science for equality, inclusion and well-being challenges (DS4EIW 2022) tenutosi a Osaka (Japan) nel 17-20 December 2022) [10.1109/BigData55660.2022.10021078]. 1-gen-2022 Mecati, MariachiaraVetro, AntonioTorchiano, Marco + S34205.pdfPaper_DS4EIW2022.pdf
A data quality approach to the identification of discrimination risk in automated decision making systems / Vetrò, Antonio; Torchiano, Marco; Mecati, Mariachiara. - In: GOVERNMENT INFORMATION QUARTERLY. - ISSN 0740-624X. - STAMPA. - 38:4(2021). [10.1016/j.giq.2021.101619] 1-gen-2021 Antonio VetròMarco TorchianoMariachiara Mecati Articolo_balance_GIQ___Revisione_1.pdf1-s2.0-S0740624X21000551-main.pdf
CLoTH: A Lightning Network Simulator / Conoscenti, Marco; Vetrò, Antonio; De Martin, Juan Carlos. - In: SOFTWAREX. - ISSN 2352-7110. - STAMPA. - 15 (100717):(2021). [10.1016/j.softx.2021.100717] 1-gen-2021 Conoscenti, MarcoVetrò, AntonioDe Martin, Juan Carlos 2021-SWX-cloth.pdf
Detecting Discrimination Risk in Automated Decision-Making Systems with Balance Measures on Input Data / Mecati, Mariachiara; Vetro, Antonio; Torchiano, Marco. - (2021), pp. 4287-4296. (Intervento presentato al convegno 2021 IEEE International Conference on Big Data (IEEE BigData 2021) - First International Workshop on Data Science for equality, inclusion and well-being challenges (DS4EIW 2021) tenutosi a Orlando, FL, USA nel 15-18 Dec. 2021) [10.1109/BigData52589.2021.9671443]. 1-gen-2021 Mecati, MariachiaraVetro, AntonioTorchiano, Marco Detecting_Discrimination_Risk_in_Automated_Decision-Making_Systems_with_Balance_Measures_on_Input_Data.pdfLAST-Paper_DS4EIW.pdf
Detecting discriminatory risk through data annotation based on Bayesian inferences / Beretta, Elena; Vetro', Antonio; Lepri, Bruno; De Martin, Juan Carlos. - STAMPA. - (2021), pp. 794-804. (Intervento presentato al convegno ACM Conference on Fairness, Accountability, and Transparency 2021 (ACM FAccT 2021) tenutosi a Online nel March 3-10, 2021) [10.1145/3442188.3445940]. 1-gen-2021 Beretta, ElenaVetro', AntonioDe Martin, Juan Carlos + 2021-facct-risks.pdf3442188.3445940.pdf
Equality of Opportunity in Ranking: a Fair-Distributive Model / Beretta, Elena; Vetrò, Antonio; Lepri, Bruno; De Martin, Juan Carlos. - ELETTRONICO. - (2021), pp. 51-63. (Intervento presentato al convegno Second International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2021) tenutosi a Online nel April 1, 2021) [10.1007/978-3-030-78818-6_6]. 1-gen-2021 Beretta, ElenaVetrò, AntonioDe Martin, Juan Carlos + Bias2021___Camera_Ready.pdfBeretta2021_Chapter_EqualityOfOpportunityInRanking.pdf
Imbalanced data as risk factor of discriminating automated decisions: a measurement-based approach / Vetrò, Antonio. - In: JOURNAL OF INTELLECTUAL PROPERTY, INFORMATION TECHNOLOGY AND ELECTRONIC COMMERCE LAW. - ISSN 2190-3387. - STAMPA. - 12:4(2021), pp. 272-288. [10.5281/zenodo.5795184] 1-gen-2021 Vetrò, Antonio 2021-jipitec.pdf
Integrating SQuARE data quality model with ISO 31000 risk management to measure and mitigate software bias / Simonetta, Alessandro; Vetro', Antonio; Cristina Paoletti, Maria; Torchiano, Marco. - ELETTRONICO. - Proceedings of the 3rd International Workshop on Experience with SQuaRE Series and Its Future Direction (IWESQ 2021):(2021), pp. 17-22. (Intervento presentato al convegno 3rd International Workshop on Experience with SQuaRE Series and Its Future Direction (IWESQ 2021) tenutosi a Taipei, Taiwan nel Dec 8, 2021). 1-gen-2021 Antonio VetròMarco Torchiano + paper-04.pdf
Metrics for Identifying Bias in Datasets / Simonetta, Alessandro; Trenta, Andrea; Paoletti, Maria Cristina; Vetrò, Antonio. - ELETTRONICO. - 3118:(2021), pp. 10-17. (Intervento presentato al convegno ICYRIME 2021 International Conference of Yearly Reports on Informatics Mathematics, and Engineering 2021 tenutosi a online nel July 9, 2021). 1-gen-2021 Vetrò, Antonio + 2021-ceur-ws.pdf
Reproducibility Package for 'A Data Quality Approach to the Identification of Discrimination Risk in Automated Decision Making Systems' / Vetrò, Antonio; Torchiano, Marco; Mecati, Mariachiara. - (2021). [10.24433/CO.0509748.v3] 1-gen-2021 Vetrò, AntonioTorchiano, MarcoMariachiara, Mecati -
The Geranium Platform: A KG-Based System for Academic Publications / Garifo, Giovanni; Futia, Giuseppe; Vetrò, Antonio; DE MARTIN, JUAN CARLOS. - In: INFORMATION. - ISSN 2078-2489. - 12:9 (366)(2021). [10.3390/info12090366] 1-gen-2021 Giovanni GarifoGiuseppe FutiaAntonio VetròJuan Carlos De Martin information-12-00366-v2.pdf
Identifying Risks in Datasets for Automated Decision–Making / Mecati, Mariachiara; Cannavò, Flavio Emanuele; Vetrò, Antonio; Torchiano, Marco. - STAMPA. - 12219:(2020), pp. 332-344. (Intervento presentato al convegno EGOV2020 – IFIP EGOV-CeDEM-EPART 2020 tenutosi a Linköping University (Sweden) nel 31 August (Monday) – 2 September (Wednesday), 2020) [10.1007/978-3-030-57599-1_25]. 1-gen-2020 Mecati, MariachiaraCannavò, Flavio EmanueleVetrò, AntonioTorchiano, Marco DEFINITIVO_Paper_EGOV2020.pdfPUB-2020-egov-risks.pdf
Modeling the semantics of data sources with graph neural networks / Futia, Giuseppe; Garifo, Giovanni; Vetro', Antonio; DE MARTIN, JUAN CARLOS. - ELETTRONICO. - (2020). (Intervento presentato al convegno International Conference on Machine Learning 2020 - Workshop "Bridge Between Perception and Reasoning: Graph Neural Networks & Beyond" tenutosi a Vienna, Austria nel 18/07/2020). 1-gen-2020 Giuseppe FutiaGiovanni GarifoAntonio VetròJuan Carlos De Martin Modeling the semantics of data sources with graph neural networks.pdf
On the Integration of Knowledge Graphs into Deep Learning Models for a More Comprehensible AI—Three Challenges for Future Research / Futia, Giuseppe; Vetro, Antonio. - In: INFORMATION. - ISSN 2078-2489. - ELETTRONICO. - 11:2(2020). [10.3390/info11020122] 1-gen-2020 Futia, GiuseppeVetro, Antonio information-11-00122.pdf