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07/06/2023
Improving the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts
Information systems increasingly leverage artificial intelligence (AI) a...
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06/27/2023
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation
While semantic segmentation has seen tremendous improvements in the past...
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04/19/2023
On the Perception of Difficulty: Differences between Humans and AI
With the increased adoption of artificial intelligence (AI) in industry ...
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04/14/2023
Learning to Defer with Limited Expert Predictions
Recent research suggests that combining AI models with a human expert ca...
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03/16/2023
Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction
Recent work has proposed artificial intelligence (AI) models that can le...
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01/23/2023
Toward Foundation Models for Earth Monitoring: Generalizable Deep Learning Models for Natural Hazard Segmentation
Climate change results in an increased probability of extreme weather ev...
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12/22/2022
Data-centric Artificial Intelligence
Data-centric artificial intelligence (data-centric AI) represents an eme...
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10/05/2022
On the Influence of Cognitive Styles on Users' Understanding of Explanations
Artificial intelligence (AI) is becoming increasingly complex, making it...
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08/08/2022
An Empirical Evaluation of Predicted Outcomes as Explanations in Human-AI Decision-Making
In this work, we empirically examine human-AI decision-making in the pre...
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07/14/2022
Instance Selection Mechanisms for Human-in-the-Loop Systems in Few-Shot Learning
Business analytics and machine learning have become essential success fa...
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06/16/2022
Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts
Machine learning (ML) models are increasingly being used in application ...
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05/10/2022
A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making
Research in artificial intelligence (AI)-assisted decision-making is exp...
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05/03/2022
On the Effect of Information Asymmetry in Human-AI Teams
Over the last years, the rising capabilities of artificial intelligence ...
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04/19/2022
Factors that influence the adoption of human-AI collaboration in clinical decision-making
Recent developments in Artificial Intelligence (AI) have fueled the emer...
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04/23/2021