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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

A. Radhi

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3 papers indexed here

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Open access Oct 2026

Two-layer long short-term memory with a hybrid feature selection method for intrusion detection in internet of things networks

Recently, the intrusion detection systems (IDSs) gained a lot of popularity for detecting intrusions in the Internet of Things (IoT) environments. However, the IoT has many challenges; the most important is the weak security. Accordingly, the IDS is applied. The Long Short-Term Memory (LSTM) is a powerful type of rec...

Mudatheer M. Al-Slivani, Ibrahim O. Alrubaye, Mayameen S. Kadhim et al. · 0 citations
Open access Sep 2026

A Calibrated and Conformal Deep Learning Framework for Trustworthy Antinuclear Antibody Pattern Recognition with Selective Referral to Experts

Reading antinuclear antibody patterns on human epithelial cells by indirect immunofluorescence is the reference screen for systemic autoimmune rheumatic diseases, but it is slow, subjective, and variable between observers. Deep learning reaches high accuracy on this task, yet most systems return a single prediction wit...

H. A. H. Al Naffakh, A. Radhi, R. Hameed et al. · 0 citations
Open access Aug 2026

Adaptive hybrid ensemble-based DDoS detection using reinforcement learning-guided optimization and deep learning

An adaptive hybrid ensemble that unifies two gradient-boosting learners with three deep neural base learners under a weighted soft-voting rule whose weights are produced by a Reinforcement Learning (RL) policy is proposed.

M. I. Raheem, S. A. Ahmed, Enas F. Aziz et al. · 0 citations

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