Volume 4, Issue 1

Search all AI and Ethics articles

February 2024

Topical Issue on AI Trustworthiness Evaluation

Issue Editors:

Bertrand Braunschweig,
Juliette Mattioli,
Eva Thelisson

19 articles in this issue

AITA: AI trustworthiness assessment
Bertrand Braunschweig
Stefan Buijsman
Maximilian Poretschkin
Preface 03 January 2024 Pages: 1 - 3
Part of 1 collection:

AI Trustworthiness Evaluation
Advances in automatically rating the trustworthiness of text processing services
Biplav Srivastava
Kausik Lakkaraju
Marco Valtorta
Original Research 19 December 2023 Pages: 5 - 13
Part of 1 collection:

AI Trustworthiness Evaluation
An overview of key trustworthiness attributes and KPIs for trusted ML-based systems engineering
Juliette Mattioli
Henri Sohier
Gabriel Pedroza
Original Research 08 January 2024 Pages: 15 - 25
Part of 1 collection:

AI Trustworthiness Evaluation
Assessing systematic weaknesses of DNNs using counterfactuals
Sujan Sai Gannamaneni
Michael Mock
Maram Akila
Original Research Open access 08 January 2024 Pages: 27 - 35
Part of 1 collection:

AI Trustworthiness Evaluation
Evaluating trustworthiness of decision tree learning algorithms based on equivalence checking
Omer Nguena Timo
Tianqi Xiao
Stefan Bruda
Original Research 05 February 2024 Pages: 37 - 46
Part of 1 collection:

AI Trustworthiness Evaluation
Positive and negative explanation effects in human–agent teams
Bryan Lavender
Sami Abuhaimed
Sandip Sen
Research article 10 January 2024 Pages: 47 - 56
Part of 1 collection:

AI Trustworthiness Evaluation
Neighborhood sampling confidence metric for object detection
Christophe Gouguenheim
Ahmad Berjaoui
Original Research 19 December 2023 Pages: 57 - 64
Part of 1 collection:

AI Trustworthiness Evaluation
On the evaluation of the symbolic knowledge extracted from black boxes
Federico Sabbatini
Roberta Calegari
Original Research 09 January 2024 Pages: 65 - 74
Part of 1 collection:

AI Trustworthiness Evaluation
Real-time weather monitoring and desnowification through image purification
Eliott Py
Elies Gherbi
Hatem Hajri
Original Research 02 April 2024 Pages: 75 - 82
Part of 1 collection:

AI Trustworthiness Evaluation
To be forgotten or to be fair: unveiling fairness implications of machine unlearning methods
Dawen Zhang
Shidong Pan
Liming Zhu
Original Research Open access 03 January 2024 Pages: 83 - 93
Part of 1 collection:

AI Trustworthiness Evaluation
Protecting ownership rights of ML models using watermarking in the light of adversarial attacks
Katarzyna Kapusta
Lucas Mattioli
Mohammed Lansari
Original Research 23 February 2024 Pages: 95 - 103
Part of 1 collection:

AI Trustworthiness Evaluation
AI risk assessment using ethical dimensions
Alessio Tartaro
Enrico Panai
Mariangela Zoe Cocchiaro
Original Research 03 January 2024 Pages: 105 - 112
Part of 1 collection:

AI Trustworthiness Evaluation
Conformity assessment under the EU AI act general approach
Eva Thelisson
Himanshu Verma
Original Research 03 January 2024 Pages: 113 - 121
Part of 1 collection:

AI Trustworthiness Evaluation
Toward a safe MLOps process for the continuous development and safety assurance of ML-based systems in the railway domain
Marc Zeller
Thomas Waschulzik
Claus Bahlmann
Original Research 03 January 2024 Pages: 123 - 130
Part of 1 collection:

AI Trustworthiness Evaluation
ECS: an interactive tool for data quality assurance
Christian Sieberichs
Simon Geerkens
Thomas Waschulzik
Original Research Open access 08 January 2024 Pages: 131 - 139
Part of 1 collection:

AI Trustworthiness Evaluation
QI\(^2\): an interactive tool for data quality assurance
Simon Geerkens
Christian Sieberichs
Thomas Waschulzik
Original Research Open access 08 January 2024 Pages: 141 - 149
Part of 1 collection:

AI Trustworthiness Evaluation
Using ScrutinAI for visual inspection of DNN performance in a medical use case
Rebekka Görge
Elena Haedecke
Michael Mock
Original Research Open access 20 December 2023 Pages: 151 - 156
Part of 1 collection:

AI Trustworthiness Evaluation
Conformal prediction for trustworthy detection of railway signals
Léo Andéol
Thomas Fel
Luca Mossina
Original Research 22 January 2024 Pages: 157 - 161
Part of 1 collection:

AI Trustworthiness Evaluation
Gender mobility in the labor market with skills-based matching models
Ajaya Adhikari
Steven Vethman
Cor J. Veenman
Original Research 09 January 2024 Pages: 163 - 167
Part of 1 collection:

AI Trustworthiness Evaluation

Volume 4, Issue 1

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