A picture is worth a collaboration: Accumulating design knowledge for computer-vision-based hybrid intelligence systems
Computer vision (CV) techniques try to mimic human capabilities of visual perception to
support labor-intensive and time-consuming tasks like the recognition and localization of …
support labor-intensive and time-consuming tasks like the recognition and localization of …
The future of human-AI collaboration: a taxonomy of design knowledge for hybrid intelligence systems
Recent technological advances, especially in the field of machine learning, provide
astonishing progress on the road towards artificial general intelligence. However, tasks in …
astonishing progress on the road towards artificial general intelligence. However, tasks in …
Enabling Human-Centered AI: A Methodological Perspective
Human-centered AI (HCAI) is a design philosophy that advocates prioritizing humans in
designing, developing, and deploying intelligent systems, aiming to maximize the benefits of …
designing, developing, and deploying intelligent systems, aiming to maximize the benefits of …
Beyond visual analytics: Human-machine teaming for ai-driven data sensemaking
J Wenskovitch, C Fallon, K Miller… - 2021 IEEE Workshop …, 2021 - ieeexplore.ieee.org
Detect the expected, discover the unexpected was the founding principle of the field of visual
analytics. This mantra implies that human stakeholders, like a domain expert or data analyst …
analytics. This mantra implies that human stakeholders, like a domain expert or data analyst …
An HCAI methodological framework: Putting it into action to enable human-centered AI
Human-centered AI (HCAI), as a design philosophy, advocates prioritizing humans in
designing, developing, and deploying intelligent systems, aiming to maximize the benefits of …
designing, developing, and deploying intelligent systems, aiming to maximize the benefits of …
Engineering AI-enabled computer vision systems: lessons from manufacturing
A Sagodi, J Schniertshauer, B van Giffen - IEEE Software, 2022 - ieeexplore.ieee.org
This article shares our results on challenges in engineering artificial intelligence (AI)-
enabled computer vision systems for manufacturing and highlights critical success factors …
enabled computer vision systems for manufacturing and highlights critical success factors …
Human-centered AI: A new synthesis
B Shneiderman - Human-Computer Interaction–INTERACT 2021: 18th …, 2021 - Springer
Researchers, developers, business leaders, policy makers and others are expanding the
technology-centered scope of Artificial Intelligence (AI) to include Human-Centered AI …
technology-centered scope of Artificial Intelligence (AI) to include Human-Centered AI …
Data-driven system-level design framework for responsible cyber-physical-social systems
As typical human-centric artificial intelligence (AI) systems, cyber-physical-social systems
(CPSS) have attracted increasing attention from industry and academia. However, there are …
(CPSS) have attracted increasing attention from industry and academia. However, there are …
Computational imaging and artificial intelligence: The next revolution of mobile vision
Signal capture is at the forefront of perceiving and understanding the environment; thus,
imaging plays a pivotal role in mobile vision. Recent unprecedented progress in artificial …
imaging plays a pivotal role in mobile vision. Recent unprecedented progress in artificial …
A work-centered approach for cyber-physical-social system design: applications in aerospace industrial inspection
G Cabour, É Ledoux, S Bassetto - arXiv preprint arXiv:2101.05385, 2021 - arxiv.org
Industrial inspection automation in aerospace presents numerous challenges due to the
dynamic, information-rich and regulated aspects of the domain. To diagnose the condition of …
dynamic, information-rich and regulated aspects of the domain. To diagnose the condition of …