A survey of explainable artificial intelligence for smart cities

AR Javed, W Ahmed, S Pandya, PKR Maddikunta… - Electronics, 2023‏ - mdpi.com
The emergence of Explainable Artificial Intelligence (XAI) has enhanced the lives of humans
and envisioned the concept of smart cities using informed actions, enhanced user …

Explainable artificial intelligence applications in cyber security: State-of-the-art in research

Z Zhang, H Al Hamadi, E Damiani, CY Yeun… - IEEe …, 2022‏ - ieeexplore.ieee.org
This survey presents a comprehensive review of current literature on Explainable Artificial
Intelligence (XAI) methods for cyber security applications. Due to the rapid development of …

[HTML][HTML] Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence

S Ali, T Abuhmed, S El-Sappagh, K Muhammad… - Information fusion, 2023‏ - Elsevier
Artificial intelligence (AI) is currently being utilized in a wide range of sophisticated
applications, but the outcomes of many AI models are challenging to comprehend and trust …

[HTML][HTML] Explainable Artificial Intelligence (XAI) from a user perspective: A synthesis of prior literature and problematizing avenues for future research

AKMB Haque, AKMN Islam, P Mikalef - Technological Forecasting and …, 2023‏ - Elsevier
The rapid growth and use of artificial intelligence (AI)-based systems have raised concerns
regarding explainability. Recent studies have discussed the emerging demand for …

Explainable artificial intelligence in information systems: A review of the status quo and future research directions

J Brasse, HR Broder, M Förster, M Klier, I Sigler - Electronic Markets, 2023‏ - Springer
The quest to open black box artificial intelligence (AI) systems evolved into an emerging
phenomenon of global interest for academia, business, and society and brought about the …

[HTML][HTML] XAIR: a systematic metareview of explainable AI (XAI) aligned to the software development process

T Clement, N Kemmerzell, M Abdelaal… - Machine Learning and …, 2023‏ - mdpi.com
Background: Open Access Systematic Review XAIR: A Systematic Metareview of
Explainable AI (XAI) Aligned to the Software Development Process by Tobias Clement 1,*,† …

Explainable AI over the Internet of Things (IoT): Overview, state-of-the-art and future directions

SK Jagatheesaperumal, QV Pham… - IEEE Open Journal …, 2022‏ - ieeexplore.ieee.org
Explainable Artificial Intelligence (XAI) is transforming the field of Artificial Intelligence (AI) by
enhancing the trust of end-users in machines. As the number of connected devices keeps on …

XAI for cybersecurity: state of the art, challenges, open issues and future directions

G Srivastava, RH Jhaveri, S Bhattacharya… - arxiv preprint arxiv …, 2022‏ - arxiv.org
In the past few years, artificial intelligence (AI) techniques have been implemented in almost
all verticals of human life. However, the results generated from the AI models often lag …

Explainable artificial intelligence (XAI): adoption and advocacy

M Ridley - Information technology and libraries, 2022‏ - ejournals.bc.edu
The field of explainable artificial intelligence (XAI) advances techniques, processes, and
strategies that provide explanations for the predictions, recommendations, and decisions of …

[HTML][HTML] The effects of domain knowledge on trust in explainable AI and task performance: A case of peer-to-peer lending

M Dikmen, C Burns - International Journal of Human-Computer Studies, 2022‏ - Elsevier
Increasingly, artificial intelligence (AI) is being used to assist complex decision-making such
as financial investing. However, there are concerns regarding the black-box nature of AI …