[HTML][HTML] Designing explainable AI to improve human-AI team performance: a medical stakeholder-driven sco** review
The rise of complex AI systems in healthcare and other sectors has led to a growing area of
research called Explainable AI (XAI) designed to increase transparency. In this area …
research called Explainable AI (XAI) designed to increase transparency. In this area …
Explain any concept: Segment anything meets concept-based explanation
EXplainable AI (XAI) is an essential topic to improve human understanding of deep neural
networks (DNNs) given their black-box internals. For computer vision tasks, mainstream …
networks (DNNs) given their black-box internals. For computer vision tasks, mainstream …
Harnessing explainable artificial intelligence for patient-to-clinical-trial matching: A proof-of-concept pilot study using phase I oncology trials
This study aims to develop explainable AI methods for matching patients with phase 1
oncology clinical trials using Natural Language Processing (NLP) techniques to address …
oncology clinical trials using Natural Language Processing (NLP) techniques to address …
The Contribution of XAI for the Safe Development and Certification of AI: An Expert-Based Analysis
B Fresz, VP Göbels, S Omri, D Brajovic… - ar** and certifying safe-or so-called trustworthy-AI has become an increasingly
salient issue, especially in light of upcoming regulation such as the EU AI Act. In this context …
salient issue, especially in light of upcoming regulation such as the EU AI Act. In this context …
[HTML][HTML] Comparing expert systems and their explainability through similarity
In our work, we propose the use of Representational Similarity Analysis (RSA) for
explainable AI (XAI) approaches to enhance the reliability of XAI-based decision support …
explainable AI (XAI) approaches to enhance the reliability of XAI-based decision support …
Dynamic Explanation Selection Towards Successful User-Decision Support with Explainable AI
This paper addresses the problem of how to select explanations for XAI (Explainable AI)-
based Intelligent Decision Support Systems (IDSSs). IDSSs have shown promise in …
based Intelligent Decision Support Systems (IDSSs). IDSSs have shown promise in …
On the Effect of Contextual Information on Human Delegation Behavior in Human-AI collaboration
The constantly increasing capabilities of artificial intelligence (AI) open new possibilities for
human-AI collaboration. One promising approach to leverage existing complementary …
human-AI collaboration. One promising approach to leverage existing complementary …
LLM-based collaborative programming: impact on students' computational thinking and self-efficacy
YM Yan, CQ Chen, YB Hu, XD Ye - Humanities and Social Sciences …, 2025 - nature.com
At present, collaborative programming is a prevalent approach in programming education,
yet its effectiveness often falls short due to the varying levels of coding skills among team …
yet its effectiveness often falls short due to the varying levels of coding skills among team …
Working memory and the need for explainable AI–Scenarios from healthcare, social media and insurance
Explainable AI (XAI) is discussed as an important feature of AI systems that is required for
professional, ethical and commercial reasons. XAI is particularly needed in AI systems that …
professional, ethical and commercial reasons. XAI is particularly needed in AI systems that …
Adopting AI teammates in knowledge-intensive crowdsourcing contests: the roles of transparency and explainability
Purpose As the role of AI on human teams shifts from a tool to a teammate, the
implementation of AI teammates into knowledge-intensive crowdsourcing (KI-C) contest …
implementation of AI teammates into knowledge-intensive crowdsourcing (KI-C) contest …