A systematic review of human–computer interaction and explainable artificial intelligence in healthcare with artificial intelligence techniques
Artificial intelligence (AI) is one of the emerging technologies. In recent decades, artificial
intelligence (AI) has gained widespread acceptance in a variety of fields, including virtual …
intelligence (AI) has gained widespread acceptance in a variety of fields, including virtual …
A critical survey on fairness benefits of XAI
In this critical survey, we analyze typical claims on the relationship between explainable AI
(XAI) and fairness to disentangle the multidimensional relationship between these two …
(XAI) and fairness to disentangle the multidimensional relationship between these two …
Towards explainability for AI fairness
AI explainability is becoming indispensable to allow users to gain insights into the AI
system's decision-making process. Meanwhile, fairness is another rising concern that …
system's decision-making process. Meanwhile, fairness is another rising concern that …
The human-AI relationship in decision-making: AI explanation to support people on justifying their decisions
JJ Ferreira, M Monteiro - arXiv preprint arXiv:2102.05460, 2021 - arxiv.org
The explanation dimension of Artificial Intelligence (AI) based system has been a hot topic
for the past years. Different communities have raised concerns about the increasing …
for the past years. Different communities have raised concerns about the increasing …
A Critical Survey on Fairness Benefits of Explainable AI
In this critical survey, we analyze typical claims on the relationship between explainable AI
(XAI) and fairness to disentangle the multidimensional relationship between these two …
(XAI) and fairness to disentangle the multidimensional relationship between these two …
On the relationship between explanations, fairness perceptions, and decisions
It is known that recommendations of AI-based systems can be incorrect or unfair. Hence, it is
often proposed that a human be the final decision-maker. Prior work has argued that …
often proposed that a human be the final decision-maker. Prior work has argued that …
[HTML][HTML] An ontology-based agriculture decision-support system with an evidence-based explanation model
AF Alharbi, MA Aslam, KA Asiry, NR Aljohani… - Smart Agricultural …, 2024 - Elsevier
Effective management of plant diseases and pests requires knowledge that covers multiple
domains. At the same time, retrieving the relevant information in a timely manner is always …
domains. At the same time, retrieving the relevant information in a timely manner is always …
On the Interplay of Transparency and Fairness in AI-Informed Decision-Making
J Schöffer - 2023 - publikationen.bibliothek.kit.edu
Using artificial intelligence (AI) systems for informing high-stakes decisions has become
increasingly pervasive in a variety of domains, including but not limited to hiring, lending, or …
increasingly pervasive in a variety of domains, including but not limited to hiring, lending, or …