Browsing by Author "Al-Fuqaha, Ala"
Now showing items 1-8 of 8
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Arabic natural language processing for Qur'anic research: a systematic review
Bashir, Muhammad Huzaifa; Azmi, Aqil M.; Nawaz, Haq; Zaghouani, Wajdi; Diab, Mona; Al-Fuqaha, Ala; Qadir, Junaid... more authors ... less authors ( Springer Nature , 2023 , Article)The Qur'an is a fourteen centuries old divine book in Arabic language that is read and followed by almost two billion Muslims globally as their sacred religious text. With the rise of Islam, the Arabic language gained ... -
Budgeted online selection of candidate iot clients to participate in federated learning
Mohammed, Ihab; Tabatabai, Shadha; Al-Fuqaha, Ala; Bouanani, Faissal El; Qadir, Junaid; Qolomany, Basheer; Guizani, Mohsen... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Machine learning (ML), and deep learning (DL) in particular, play a vital role in providing smart services to the industry. These techniques, however, suffer from privacy and security concerns since data are collected from ... -
Explainable, trustworthy, and ethical machine learning for healthcare: A survey
Rasheed, Khansa; Qayyum, Adnan; Ghaly, Mohammed; Al-Fuqaha, Ala; Razi, Adeel; Qadir, Junaid... more authors ... less authors ( Elsevier , 2022 , Article Review)With the advent of machine learning (ML) and deep learning (DL) empowered applications for critical applications like healthcare, the questions about liability, trust, and interpretability of their outputs are raising. The ... -
Privacy-preserving artificial intelligence in healthcare: Techniques and applications
Khalid, Nazish; Qayyum, Adnan; Bilal, Muhammad; Al-Fuqaha, Ala; Qadir, Junaid ( Elsevier , 2023 , Article Review)There has been an increasing interest in translating artificial intelligence (AI) research into clinically-validated applications to improve the performance, capacity, and efficacy of healthcare services. Despite substantial ... -
Smart Cities from the Perspective of Systems
Ammara, Umme; Rasheed, Khansa; Mansoor, Athar; Al-Fuqaha, Ala; Qadir, Junaid ( MDPI , 2022 , Article)Modern cities are complex adaptive systems in which there is a lot of dependency and interaction between the various stakeholders, components, and subsystems. The use of digital Information and Communications Technology ... -
Tamp-X: Attacking explainable natural language classifiers through tampered activations
Ali, Hassan; Khan, Muhammad Suleman; Al-Fuqaha, Ala; Qadir, Junaid ( Elsevier , 2022 , Article)While the technique of Deep Neural Networks (DNNs) has been instrumental in achieving state-of-the-art results for various Natural Language Processing (NLP) tasks, recent works have shown that the decisions made by DNNs ... -
Towards secure private and trustworthy human-centric embedded machine learning: An emotion-aware facial recognition case study
Butt, Muhammad Atif; Qayyum, Adnan; Ali, Hassan; Al-Fuqaha, Ala; Qadir, Junaid ( Elsevier , 2023 , Article)The use of artificial intelligence (AI) at the edge is transforming every aspect of the lives of human beings from scheduling daily activities to personalized shopping recommendations. Since the success of AI is to be ... -
Trust-Based Cloud Machine Learning Model Selection for Industrial IoT and Smart City Services
Qolomany, Basheer; Mohammed, Ihab; Al-Fuqaha, Ala; Guizani, Mohsen; Qadir, Junaid ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)With machine learning (ML) services now used in a number of mission-critical human-facing domains, ensuring the integrity and trustworthiness of ML models becomes all important. In this work, we consider the paradigm where ...