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Full Description
This book gathers selected papers presented at the First International Conference on Artificial Intelligence and Mathematics, held at Sidi Mohamed Ben Abdellah University, Fez, Morocco, from June 23-25, 2025. The works emphasize the mathematical underpinnings of artificial intelligence, offering an overview of recent advances in its theoretical foundation and a rich diversity of applications of AI in mathematics. Papers contained in this volume cover current artificial intelligence technologies, including deep learning, optimization, and mathematical applications of AI. Topics include mathematical modeling of AI algorithms problems, theoretical perspectives on data science and AI approaches, natural language processing, generative AI, signal and image processing, neural networks, computing in mathematics, dynamical systems, control theory and applications, modeling and engineering, and optimization and PDE systems.
By fostering the conversation between AI and mathematics, this volume is valuable for researchers from both communities and those interested in the latest developments of this fast-paced field and its applications to mathematical work.
Contents
Improving Volatile Asset Forecasting with Signal Decomposition and Deep Learning : A Hybrid EMD-LSTM Model for Crypto Forecasting.- On the existence of weak solutions to p(.) elliptic problems with two-component domains.- New kind of double phase system with nearly bounded.- Sentiment Prediction from Arabic Social Media Comments During National Crises : A Case Study of COVID-19 and the 2023 Moroccan Earthquake.- A Machine Learning-Based Model for Detecting Cybersecurity Attacks in Network Traffic.- Interactive technologies and Serious Games for Advanced Operator Training and Skill Development in Industry 5.0 : A Systematic Review.- Optimization Model for the Localization of Cold Chain Distribution Centers Based on Kernel Distribution Function Estimation : A Case Study in the Casablanca Region.- Equivariance and Neural Networks.- Analysis of Strongly Nonlinear Elliptic Equations with Singular Data and Natural Growth Terms.- Lung Cancer Classification Using Deep Learning.- FairEduRec : A Fair and Transparent Recommender Sys- tem for E-Learning.- Comparative Study of Deep Learning Models for Real- Time Detection and Tracking in Football.- Analysis of Elliptic Systems with Singular Diffusion Coefficients.- AI-driven breast cancer drug design exploiting implemented mathematical algorithms and predictive models.- A Comprehensive Review of Intelligent Agent-Based Systems in Smart Logistics and Warehousing.- From Comparison to Optimization : A Deep Dive into Modern Recommendation System Techniques and Their Evaluation.- Towards Comprehensive Learner Modeling for Personalized E-Learning : A Comparative Analysis of Techniques and Components.- Achieving Reliable Anomaly Detection in PV Systems with Supervised Learning :A Comparative Study.- Optimizing Lead Rubber Bearing Seismic Isolators : A Comparative Analysis of Butterfly and Water Cycle Optimization Algorithms.- Periodic solution of parabolic-elliptic system with obstacle in Orlicz spaces.- Periodic solution of parabolic-elliptic system with obstacle in Orlicz spaces.- Approximate Controllability of a Fractional Heat Equation with Caputo Derivative, Delay and Impulses.- The Role of Data Preprocessing in Predicting Knowledge Gaps for Educational Recommendation Systems.- i-2NIDS : A Robust Intrusion Detection Framework Based on Random Forest and Nested Cross-Validation for Modern Network Traffic Analysis.- AI with IoT Edge Vision : Practical Inspection for Industrial Manufacturing.
