Explainability of artificial intelligence methods, applications and challenges: A comprehensive survey

W Ding, M Abdel-Basset, H Hawash, AM Ali - Information Sciences, 2022 - Elsevier
The continuous advancement of Artificial Intelligence (AI) has been revolutionizing the
strategy of decision-making in different life domains. Regardless of this achievement, AI …

Explainable and secure artificial intelligence: taxonomy, cases of study, learned lessons, challenges and future directions

KA Eldrandaly, M Abdel-Basset, M Ibrahim… - Enterprise Information …, 2023 - Taylor & Francis
Explainable artificial intelligence (XAI) is an evolving discipline that mainly emphasises
unboxing in these Black-Boxes. This study provides in-depth review of XAI literature together …

Intelligent knowledge consolidation: from data to wisdom

M Hussain, FA Satti, SI Ali, J Hussain, T Ali… - Knowledge-Based …, 2021 - Elsevier
Abstract Knowledge based systems have accomplished remarkable achievements in
assisting evidence based decision making for complex problems. However, machine …

Ensemble feature ranking for cost-based non-overlapping groups: A case study of chronic kidney disease diagnosis in developing countries

SI Ali, HSM Bilal, M Hussain, J Hussain, FA Satti… - IEEE …, 2020 - ieeexplore.ieee.org
Chronic kidney disease (CKD) is one of the leading medical ailments in developing
countries. Due to the limited healthcare infrastructure and the lack of trained human …

지능형지식저작도구: Intelligent-Knowledge Authoring Tool (I-KAT)

방재훈, 허태호, 이승룡 - 한국통신학회지(정보와통신), 2020 - dbpia.co.kr
건강과 의료 관련 추천 시스템은 올바른 추천 사항을 적시에 올바른 사용자에게 제공해야 되고,
이를 위해 시스템이 보유하고 있는 지식은 진화해야되며, 오류 없이 항상 정확하고 최신성을 …