This proceedings book constitutes the refereed proceedings of the 8th International Conference on Advanced Intelligent Systems and Informatics (AISI 2021), which took place in Cairo, Egypt, during November 2022, 2022, and is an international interdisciplinary conference that presents a spectrum of scientific research on all aspects of informatics and intelligent systems, technologies, and applications.

Includes recent research on Advanced Intelligent Systems and Informatics Constitutes the proceedings of the 8th International Conference on Advanced Intelligent Systems and Informatics Presents scientific research on all aspects of informatics and intelligent systems, technologies, and applications

Inhalt
Anti-electricity Stealing Detection Based on Recurrent Neural Network.- Self-supervised Learning for Foreground Segmentation with a Few Amount of Labeled Images using Transformers.- Adaptive Collaborative Learning Process in a Hybrid Model.- Overview of Gradient Descent Algorithms: Application to Railway Regularity.- Major Role of Artificial Intelligence, Machine Learning, And Deep Learning in Identity & Access Management field: Challenges and Atate of the Art.- Analysis of Feature Selection Methods for Network Traffic Classification.- MOOC Video Classification using Natural Language Processing and Machine Learning Model.- A Problem and Project-Based Learning Strategy to Promote Students' Motivation in Post-pandemic Graduation Design Studio: A prospective Comparative Study.- An Efficient 2-Stages Classification Model for Students Performance Prediction.- A Straggler Identification Model for Large-Scale Distributed Computing Systems using Machine Learning.- The Application of ArtificialIntelligence in Real Estate Valuation: A Systematic Review.- Agency Theory: Designing Optimal Incentives in the Insurance Sector.- Face mask Detection By Using Deep Learning with the Generative Adversarial Network-based Feature. <p