Proceedings of the 8th International Conference on Advanced Intelligent Systems and Informatics 2022 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 20–22 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. 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 Artificial Intelligence 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.