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Full Description
This book constitutes the refereed proceedings of the 4th International Conference on
Smart Applications and Data Analysis, SADASC 2022, held in Marrakesh, Morocco,during September 22-24, 2022.
The 24 full papers and 11 short papers included in this book were carefully reviewed andselected from 64 submissions. They were organized in topical sections as follows: AI-Driven Methods 1; Networking technologies & IoT; AI-Driven Methods 2; Green Energy, Computing and Technologies 1; AI-Driven Methods 3; Green Energy, Computing and Technologies 2; Case studies and Cyber-Physical Systems 1; Case studies and Cyber-Physical Systems 2; and Case studies and Cyber-Physical Systems 3.
Contents
AI-Driven Methods 1.- Detection of COVID-19 in X-Ray Images Using Constrained Multi-view Spectral Clustering.- Automatic SPECT Image Processing For Parkinson's Disease Early Detection.- Graph Convolution Networks For Unsupervised Learning.- Collaborative kernel discriminant analysis for large-scale multi class problems.- Spectral clustering based on a graph model for airspace sectorization.- Networking technologies & IoT.- Solar charging station for electric vehicles with IoT solution for monitoring energy production.- Low-cost smart irrigation system based on Internet of Things and fuzzy logic.- AI-Driven Methods 2.- autoTimeSVD++: A temporal Hybrid Recommender System based on Contractive Autoencoder and Matrix Factorization.- Toward a Holistic Public Procurement 4.0. Case study: Moroccan Public Procurement.- Classifiers-Based Personality Disorders Detection.- Green Energy, Computing and Technologies 1.- Investigationof Different Speed Controllers to Improve the Performance of Vector-Controlled Synchronous Reluctance Motor.- Performing Energy-Efficient Motions for Wheeled Mobile Robots by Designing an Orientation Controller.- Study of path optimization of an electric vehicle: Morocco.- AI-Driven Methods 3.- Scalable meta-bayesian based hyperparameters optimization for machine learning.- A Novel Graded Multi-label Approach to Music Emotion Recognition.- Data-driven solutions for electricity price forecasting: The case of EU Improvement Project.- Determination of the probability of factors occurrence impacting warehouse planning by Bayesian networks.- Green Energy, Computing and Technologies 2.- Smart Grid Production Cost Optimization by Bellman Algorithm.- Sliding Mode Control of Six-Switch Five-Level Active Neutral Point Clamped (6S-5L-ANPC) For PV Application.- Statistical analysis of PV-Wind-Battery hybrid system energy efficiency for green buildings power supply.- Energy Management in a Connected DC Microgrid Using Fuzzy Controller.- Case studies and Cyber-Physical Systems 1.- Approach for optimization warehouse storage areas based on the Container Storage Problem.- Roadmap to implement Industry 5.0 and the impact of this approach on TQM.- Artificial intelligence based plastic injection process for initial parameters setting and process monitoring-Review.- The benefits of combining digitalization with Quality Tools : application in the field of wiring systems manufacturing for automotive industry.- Case studies and Cyber-Physical Systems 2.- Digital transformation of the flotation monitoring; Towards an online analyzer.- Air Quality Remote Monitoring Module - I4.0 Application in Smart Poultry.- Smart greasing system in mining facilities: Proactive and Predictive Maintenance case study.- Risk management based on hybridized TOPSIS method using genetic algorithm.- Case studies and Cyber-Physical Systems 3.- Blockchain Application Methodology for confidence Improvement in Collaborative Supply Chain.- MaroBERTa : Multilabel classification language model for Darija Newspaper.- MBSE Grid : Operational Analysis for the Implementation of Hydroelectric Group Health Monitoring and Management Uni.- Digital Twins-based Smart Monitoring and Optimisation of Mineral Processing Industry.- Optimization of collaborative transport and distribution strategies: trends and research opportunities.- Comparative Analysis of Three-phase Photovoltaic Inverters Control Techniques.
