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A multidisciplinary survey and framework for design and evaluation of explainable AI systems
The need for interpretable and accountable intelligent systems grows along with the
prevalence of artificial intelligence (AI) applications used in everyday life. Explainable AI …
prevalence of artificial intelligence (AI) applications used in everyday life. Explainable AI …
Trends and trajectories for explainable, accountable and intelligible systems: An hci research agenda
Advances in artificial intelligence, sensors and big data management have far-reaching
societal impacts. As these systems augment our everyday lives, it becomes increasing-ly …
societal impacts. As these systems augment our everyday lives, it becomes increasing-ly …
Explainable artificial intelligence in cybersecurity: A brief review
S Hariharan, A Velicheti, AS Anagha… - … on Security and …, 2021 - ieeexplore.ieee.org
Artificial intelligence has an enormous prospective to secure the cyber world. A lot of
research is happening in the area of artificial intelligence in cyber security, however, the …
research is happening in the area of artificial intelligence in cyber security, however, the …
From today's augmented houses to tomorrow's smart homes: new directions for home automation research
A considerable amount of research has been carried out towards making long-standing
smart home visions technically feasible. The technologically augmented homes made …
smart home visions technically feasible. The technologically augmented homes made …
Towards trustworthiness in the context of explainable search
S Polley, RR Koparde, AB Gowri, M Perera… - Proceedings of the 44th …, 2021 - dl.acm.org
Explainable AI (XAI) is currently a vibrant research topic. However, the absence of ground
truth explanations makes it difficult to evaluate XAI systems such as Explainable Search. We …
truth explanations makes it difficult to evaluate XAI systems such as Explainable Search. We …
Design of an intelligible mobile context-aware application
Context-aware applications are increasingly complex and autonomous, and research has
indicated that explanations can help users better understand and ultimately trust their …
indicated that explanations can help users better understand and ultimately trust their …
Fortniot: Intelligible predictions to improve user understanding of smart home behavior
Ubiquitous environments, such as smart homes, are becoming more intelligent and
autonomous. As a result, their behavior becomes harder to grasp and unintended behavior …
autonomous. As a result, their behavior becomes harder to grasp and unintended behavior …
Transparent-AI blueprint: develo** a conceptual tool to support the design of transparent AI agents
With the increasing prevalence of artificial intelligence (AI) agents, the transparency of
agents has become vital in addressing interaction issues (eg, trust, usefulness, and …
agents has become vital in addressing interaction issues (eg, trust, usefulness, and …
IOTA: a calculus for internet of things automation
Programmatically controllable home devices are proliferating, ranging from lights, locks, and
motion sensors to smart refrigerators, televisions, and cameras, giving end users …
motion sensors to smart refrigerators, televisions, and cameras, giving end users …
Toward foraging for understanding of StarCraft agents: An empirical study
Assessing and understanding intelligent agents is a difficult task for users that lack an AI
background. A relatively new area, called" Explainable AI," is emerging to help address this …
background. A relatively new area, called" Explainable AI," is emerging to help address this …