Explainable artificial intelligence: A taxonomy and guidelines for its application to drug discovery
I Ponzoni, JA Páez Prosper… - Wiley Interdisciplinary …, 2023 - Wiley Online Library
Artificial intelligence (AI) is having a growing impact in many areas related to drug discovery.
However, it is still critical for their adoption by the medicinal chemistry community to achieve …
However, it is still critical for their adoption by the medicinal chemistry community to achieve …
Impact of explainable ai on cognitive load: Insights from an empirical study
LV Herm - arXiv preprint arXiv:2304.08861, 2023 - arxiv.org
While the emerging research field of explainable artificial intelligence (XAI) claims to
address the lack of explainability in high-performance machine learning models, in practice …
address the lack of explainability in high-performance machine learning models, in practice …
It seems smart, but it acts stupid: Development of trust in ai advice in a repeated legal decision-making task
Humans increasingly interact with AI systems, and successful interactions rely on individuals
trusting such systems (when appropriate). Considering that trust is fragile and often cannot …
trusting such systems (when appropriate). Considering that trust is fragile and often cannot …
[HTML][HTML] Understanding automation transparency and its adaptive design implications in safety–critical systems
M Saghafian, DMK Vatn, ST Moltubakk… - Safety Science, 2025 - Elsevier
Automation is designed to assist operators and enhance system performance and safety.
When unexpected events occur, and the operator is not able to understand the behaviour of …
When unexpected events occur, and the operator is not able to understand the behaviour of …
Interpretability is in the eye of the beholder: Human versus artificial classification of image segments generated by humans versus XAI
The evaluation of explainable artificial intelligence is challenging, because automated and
human-centred metrics of explanation quality may diverge. To clarify their relationship, we …
human-centred metrics of explanation quality may diverge. To clarify their relationship, we …
The future of human-centric eXplainable Artificial Intelligence (XAI) is not post-hoc explanations
Explainable Artificial Intelligence (XAI) plays a crucial role in enabling human understanding
and trust in deep learning systems, often defined as determining which features are most …
and trust in deep learning systems, often defined as determining which features are most …
Understanding Trust and Reliance Development in AI Advice: Assessing Model Accuracy, Model Explanations, and Experiences from Previous Interactions.
People are increasingly interacting with AI systems, but successful interactions depend on
people trusting these systems only when appropriate. Since neither gaining trust in AI advice …
people trusting these systems only when appropriate. Since neither gaining trust in AI advice …
Selective Interpretable and Motion Consistent Privacy Attribute Obfuscation for Action Recognition
Concerns for the privacy of individuals captured in public imagery have led to privacy-
preserving action recognition. Existing approaches often suffer from issues arising through …
preserving action recognition. Existing approaches often suffer from issues arising through …
Framework for human–XAI symbiosis: extended self from the dual-process theory perspective
The use of artificial intelligence (AI)-based decision support systems (DSSs) is expected to
enable superior human–XAI performance. To enhance decision-making performance …
enable superior human–XAI performance. To enhance decision-making performance …
[HTML][HTML] Object classification and visualization with edge artificial intelligence for a customized camera trap platform
S Nazir, M Kaleem - Ecological Informatics, 2024 - Elsevier
The camera traps have revolutionized the image and video capture in ecology and are often
used to monitor and record animal presence. With miniaturization of low power electronic …
used to monitor and record animal presence. With miniaturization of low power electronic …