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This book constitutes revised selected papers from the thoroughly refereed conference proceedings of the 4th International Conference on Intelligent Systems and Advanced Computing Sciences, ISACS 2023, which took place in Taza, Morocco, in October 26 27, 2023.
The 30 full papers and 8 short papers presented in these proceedings were carefully reviewed and selected from 131 submissions. This conference focusing on all theoretical and practical aspects related to information technology and communications security.
List of contents
.- Kernel Adaptive Filters for Machine Learning-Based System Identification with Binary Output Data.
.- A scenario case study of a recommender system designed using various collaborative filtering algorithm techniques.
.- Classifying Authenticity of Prophet s statements using Artificial intelligence techniques.
.- Artificial intelligence approaches for smart anomaly detection in solar power systems.
.- Raspberry Pi 4-Based Real-Time System for Solar Panels Soiling and Dust Detection Using Deep Learning and Computer Vision Approaches.
.- Pre-treatment Proposal for Effective Forecasting of Used car Pricing, 1Laboratory of Artificial Intelligence, Data Sciences and Emerging Systems.
.- Overview of Self-Sovereign Identity for Blockchain-based Authentication.
.- Comparison of performance of feature engineering techniques for text classification.
.- Human-Computer Interaction: A Bibliometric Analysis.
.- Unveiling Blockchain Technology: A Comprehensive Exploration of Types and Variants.
.- Application of machine learning to Additive Manufacturing Tasks : The State of the Art.
.- Sentiment Analysis for Moroccan Dialect using the model of Maching learning.
.- Variability study for balancing an assembly line: dynamic balancing, 1Laboratory of Complex Cyber Physical Systems (LCCPS).
.- Combining CNNs and Transformer networks for improved breast ultrasound image segmentation.
.- Efficient Energy Management for a Solar-Wind Microgrid Using Fuzzy Logic Control.
.- A comparative study on signature algorithms of Blockchain 2.0-based applications.
.- Evaluation of RANS turbulence models, including the GEKO model for turbulent flow around a wind turbine blade S809.
.- Fuzzy-PI Controller Using Line Integral Lyapunov Fuzzy Function : Application to Electric Vehicle Powered by PMSM motor, 1Laboratory of Electronic Systems, Information Processing.
.- Tiny Machine Learning for IoT-Enabled Embedded Systems: A Review, 1Laboratory of Advanced Systems Engineering.
.- Intelligent Control for increasing Maximum Extracted Power of a Wind Generation System,
.- Laboratory of Artificial Intelligence, Data Sciences and Emergent Systems (LIASSE).
.- An Intelligent MPPT Controller Based on Bald Eagle Search Optimization Algorithm for a Thermoelectric Generator System.
.- A New Image Crypto-compression Scheme using hybrid approach with DWT and ECC for Emerging IoT Applications.
.- A Comparative Study of Neural Network and Fuzzy Logic Controller Approaches for BLDC Motor Speed Control.
.- Intelligent Deep Learning Model for Disease Detection in Plants: Leveraging Particle Swarm Optimization in Intelligent Agriculture.
.- Assessment of the Wind Power Capacity in the Taza Province of Morocco.
.- Measuring the effectiveness of serious games intended for use in teaching, Laboratory of Engineering Sciences.
.- Exploration of the Integration of Artificial Intelligence in Decision-Making Process: A Thematic literature Review, Economic Science and Management Department.
.- Impact of spectrogram resizing for automatic speech recognition case of Amazigh isolated word.
.- Toward a DoS and DDoS Detection using eXtreme Gradient Boosting, 1Engineering Sciences Laboratory (LSI).
.- About the reliability analysis by Stochastic Petri net and Markov model: Comparative study.
.- Advancing Visual Relationship Detection: Comparative Analysis of ResNet101 vs. ResNet152.
.- Emerging Mobile Apps for Enhancing L2 Listening: A Case Study of Moroccan Students.
.- Recommender Systems based on Matrix Factorization: Comparative Analysis.
.- Integrating Machine Learning and Optimisation for Parkinson's Detection: A Study of SMOTE, Featurewiz, Genetic Algorithm and Grid Search.
.- HyIDS: A Hybrid Intrusion Detection System in IaaS Cloud.
.- Physiological Indicators Estimation Through Photoplethysmography Wave Analysis using Serial-EMD and Fast PCA methods.
.- Comparative analysis of Deep Learning-based generative models used for recommendation systems.
Summary
This book constitutes revised selected papers from the thoroughly refereed conference proceedings of the 4th International Conference on Intelligent Systems and Advanced Computing Sciences, ISACS 2023, which took place in Taza, Morocco, in October 26–27, 2023.
The 30 full papers and 8 short papers presented in these proceedings were carefully reviewed and selected from 131 submissions. This conference focusing on all theoretical and practical aspects related to information technology and communications security.
