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Full Description
This book presents volume 4 of selected research papers presented at the fifth International Conference on Digital Technologies and Applications (ICDTA'25). Highlighting the latest innovations in digital technologies as: Artificial Intelligence, Internet of things, Embedded systems, generative AI, Network Technology, digital transformation and their applications in several areas as Industry 4.0, sustainability, Energy transition, Economy, Healthcare, etc. The respective papers will encourage and inspire researchers, industry professionals, and policymakers to put these methods into practice.
Contents
Harnessing Machine Learning for Sentiment Analysis in Moroccan Arabic Dialect: The SENTIMAROC Solution.- Sustainable working environment in the context of AI expansion.- From artificial intelligence to green finance and sustainability: A theoretical framework for ethical integration.- A Novel Machine Learning-Based Approach for the Automatic Detection of Malware in PE Files.- Improved automatic agricultural products recognition using the Uniform Manifold Approximation and Projection method.- MEOW: A new integration technique for accurate missing data imputation.- Automating Customer Repurchase Behavior Using Deep Learning Regression Models for Moroccan Dialectal Arabic.- Enhancing Customer Loyalty through Artificial Intelligence & Big Data: A Narrative Literature Review.- Temporal SMOTE and Model Diversity: Boosting Accuracy in Water Quality Forecasting.- Optimizing Indoor Environmental Quality in Smart Buildings Using Deep Learning.- Deep Q-Learning for Adaptive Learning Systems: Enhancing Personalization, Engagement, and Learning Outcomes.- Detection of Depression on Social Media Using NLP and Deep Learning.- Non-smooth integral sliding surface based control for congestion of TCP networks with mismatched disturbances.- Utilizing Blockchain and Cryptography with Cloud Storage Security.- A Comprehensive Review of Cyber-Attack Detection in IoT Environments: Datasets and Approaches.- The management control and identification of risks related to inventory management based on IoT: a literature review.- Artificial Intelligence in Public Administrations: A reflection on its adoption in Moroccan Universities, P-USMBA - as a case study.- The challenges of digital transformation for small and medium-sized enterprises (SMEs) in Morocco: An analysis based on Bayesian structural equation modeling (BSEM).- Bibliometric analysis of scientific trends around the key concepts of the new era : Digital Transformation and Human Resources Management.- Artificial Intelligence and Social Innovation: Towards Inclusive and Sustainable Management Practices.- Developing an Integrated Simulation Model for Managing Logistics Flows and Global Audit in Educational Institutions: A Data-Driven Modeling Approach based on Artificial Intelligence, Data Analytics and Simulation Techniques to Enhance Performance, Decision-Making, and Competitiveness in a Rapidly Changing Educational Environment
The Role of Artificial Intelligence in Professional Foreign Language Training via E-Learning Platforms in Morocco.- Understanding Dyslexia in Moroccan Children: Challenges, Prevalence, and Support Strategies.- Digitalization of Patient-Centered Hospital Logistics: Challenges and Future Perspectives.- Proposal of a Human-AI Synergistic Model in Higher Education (HAISMHE).- Integrating Generative AI Assistant into Social VR classroom for Medical Education: System Design and Implementation.- State-of-the-Art Causal AI Applications in Natural Language Processing, Computer Vision, and Time-Series Data: Challenges and Solutions.- Advancements in Association Rule Mining: Applications and Techniques in Image Classification.- Efficient violence detection using the CLIP model.- Robust Counting Fish in Sonar Images using Ensemble Learning Technique.- Prediction of photovoltaic generation systems with the use of neural networks in the province of Pichincha.- Transitory Analysis of the National Interconnected System.- GIS-Based Assessment of Wind Power Potential for Green Hydrogen Production in Morocco.- GIS-Based Assessment of Solar Power Potential for Green Hydrogen Production in Morocco.- Predictive Analytics for Compressed Green Hydrogen Storage: A Combined XGBoost and Engineering Approach to Renewable Energy Optimization.- Development and evaluation of a Low-Cost Hardware-in-the-loop simulation for synchronous boost converter.- Intelligent Energy Optimization in Electric Vehicle via Extended Kalman Filter for SoC Estimation.- Toward a Review of Hybrid Composite Materials: Proto-typing, Modelling, and Testing.- Transfer Learning in Reinforcement Learning for Mobile Robots: A Comprehensive Overview.- Logistics as a Frontier for Human-AI Collaboration: Transformative Impacts on Public Management Practices and the Redefinition of Job Paradigms.- Artificial Intelligence in 3D Concrete Printing: A Review of Applications, Integration and Future Prospects.- Artificial Intelligence in Connected Health and Smart Finance: Redefining Market Efficiency and Public Management.- The error-free storage solution for big data in DNA: a comparative analysis of Reed-Solomon and LDPC codes.- Leveraging Big Data for Enhanced Decision-Making and Supply Chain Performance: A Systematic Literature Review.- Adapting the Scrum Methodology for Non-Technical Projects: A BPMN-Based Approach.- Artificial intelligence in the tourism sector: the dynamics of research and innovation.- The Impact of Artificial Intelligence on Corporate Social Responsibility and Organizational Performance: An Empirical Analysis in the Consulting Sector.- Contribution of the hospital information system (HIS) to the logistics performance of Moroccan hospitals: results of an exploratory study.- Ai in finance: a strategic tool for enhancing organizational performance - A Literature review.- AI-Driven Marketing Co-Creation in Esports: A Digital Economy Perspective.- Identifying key barriers to the effective utilization of technological innovation in Moroccan companies.- Role of digitalization in the development of training in Moroccan banks.- INFLUENCE OF SOCIAL NETWORKS ON DIGITAL MARKETING: A SYSTEMATIC LITERATURE REVIEW.- AI and EMI Students' Language Proficiency: Insights from a Business MA Program.
