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A Survey of Explain...
A Survey of Explainable Artificial Intelligence for Smart Cities
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- Javed, Abdul Rehman (författare)
- Air University, Pakistan;Lebanese American University, Lebanon
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- Ahmed, Waqas (författare)
- Air University, Pakistan
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- Pandya, Sharnil, Researcher, 1984- (författare)
- Linnéuniversitetet,Institutionen för datavetenskap och medieteknik (DM),Symbiosis International Deemed University, India
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- Maddikunta, Praveen Kumar Reddy (författare)
- Vellore Institute of Technology, India
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- Alazab, Mamoun (författare)
- Charles Darwin University, Australia
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- Gadekallu, Thippa Reddy (författare)
- Lebanese American University, Lebanon;Vellore Institute of Technology, India
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(creator_code:org_t)
- 2023-02-18
- 2023
- Engelska.
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Ingår i: Electronics. - : MDPI. - 2079-9292. ; 12:4
- Relaterad länk:
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https://doi.org/10.3...
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https://lnu.diva-por... (primary) (Raw object)
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https://urn.kb.se/re...
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https://doi.org/10.3...
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Abstract
Ämnesord
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- 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 interpretations and explanations, and firm decision-making processes. The XAI systems can unbox the potential of black-box AI models and describe them explicitly. The study comprehensively surveys the current and future developments in XAI technologies for smart cities. It also highlights the societal, industrial, and technological trends that initiate the drive towards XAI for smart cities. It presents the key to enabling XAI technologies for smart cities in detail. The paper also discusses the concept of XAI for smart cities, various XAI technology use cases, challenges, applications, possible alternative solutions, and current and future research enhancements. Research projects and activities, including standardization efforts toward developing XAI for smart cities, are outlined in detail. The lessons learned from state-of-the-art research are summarized, and various technical challenges are discussed to shed new light on future research possibilities. The presented study on XAI for smart cities is a first-of-its-kind, rigorous, and detailed study to assist future researchers in implementing XAI-driven systems, architectures, and applications for smart cities
Ämnesord
- NATURVETENSKAP -- Data- och informationsvetenskap -- Systemvetenskap, informationssystem och informatik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Information Systems (hsv//eng)
Nyckelord
- Informatik
- Information Systems
- Computer Science
- Datavetenskap
Publikations- och innehållstyp
- ref (ämneskategori)
- art (ämneskategori)
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