ID of papers presented and evaluated at Parallel Sessions
| paper ID | paper Title | Corresponding Author | paper Authors |
|---|---|---|---|
| Agricultural performance, water scarcity and climate change in the MENA region: a regional diagnosis based on aggregated indicators | Idalfahim Mohamed | Idalfahim mohamed , Elouardirhi saad | |
| The impact of health system governance in Morocco: a panel data analysis | Bouzit Ahmed | Bouzit ahmed , Liouaeddine mariem | |
| A Systems Engineering Approach to Modeling Morocco's Industrial Acceleration Zones | Chambari Soufiane | Chambari soufiane , Bendaoud saad | |
| Engineering Macro Industrial Transitions: A TRIZ-Based Analysis of Morocco's Emergence Plan (2005–2009) | El Hiri Ikbal | El Hiri ikbal , Bendaoud saad , Chambari soufiane | |
| Quantifying Intrinsic and Temporal Variability in Wiring Harness Production Systems: A Six Sigma–Based Framework | Belhasbia Kaoutar | Belhasbia kaoutar , Bendaoud saad | |
| Smart mobility: towards connected cities | Berrada Mariam | Berrada Mariam, Baslam Mohamed, Ouanan Hamid | |
| Belghit Hanae | Hanae BELGHIT | ||
| Orientation-Dependent Plastic Instability in FCC Single Crystals: A Crystal Plasticity Study Using Rice's Criterion | Ouriagli Adel Haytam | Haytam OURIAGLI ADEL,Ahmed CHENAOUI, Khalid ZHANI and Rachid DKIOUAK | |
| A Hybrid Human in the Loop Framework for Fair and Sustainable Internal Promotions: Detecting and Mitigating Algorithmic Bias with Explainable A | Bounnite Mohamed Yasser | Bounnite mohamed Yasser , Houndeton adébayo Christ-Ange Jeff , Fettah wiam | |
| Optimizing Human Capital and Preventing Psychosocial Risks: A Predictive Modeling Approach to Absenteeism Using Recurrent Neural Networks | Bounnite Mohamed Yasser | Bounnite mohamed Yasser , Houndeton koladé Jean-Immaculée Loïc , Alaoui Ismaili salma | |
| Coupling Fractional Calculus and Deep Learning for Long-Memory Climate and Pollution Dynamics | Bounnite Mohamed Yasser | Bounnite mohamed Yasser , Talhaoui mohamed Amine , Sow aliou | |
| Predictive Modeling of Type 2 Diabetes Risk Using Interpretable Machine Learning: A Case Study on the Pima Indians Dataset | Bounnite Mohamed Yasser | Bounnite mohamed Yasser , Talhaoui mohamed Amine , Ayingone Assoumou steevana | |
| Deep Learning for Short-Term Wind Power Forecasting: A Hybrid CNN-LSTM Approach Using Meteorological Data | Bounnite Mohamed Yasser | Bounnite mohamed Yasser , Mulongo ndala Christian , Houndeton koladé Jean-Immaculée Loïc | |
| Optimal Control and Reinforcement Learning for Personalized Curriculum Adaptation under Cognitive Load Constraints: An Empirical Validation on OULAD | Bounnite Mohamed Yasser | Bounnite mohamed Yasser , Mukinti John baumbilia | |
| Survival Analysis for Talent Retention: Explainable AI and Implications for Industrial Sovereignty | Bounnite Mohamed Yasser | Bounnite mohamed Yasser, Houndeton adébayo Christ-Ange Jeff , Messaoudi hiba | |
| Unlocking Hospital Performance through Lean Practices: Empirical Evidence from Morocco's Dual Healthcare System | Nejjari Jihane | Nejjari jihane | |
| Predicting Urban Maturity: A Hidden Markov Model Approach to Smart City Governance using Real-Time IoT Streams | Bounnite Mohamed Yasser | Bounnite mohamed Yasser , Joubair ayoub | |
| Addressing the Challenge of Assessing Students' Written Production in the Era of Artificial Intelligence | Badda Abdellah | Badda abdellah , El Marrakechy abdeljabar | |
| Measuring Green Industrial Performance: A DEA Framework Integrating Innovation Capacity and Sustainability Outcomes | Er-Rays Youssef | Er-Rays youssef | |
| Short-Term Forecasting of Distributed Water Volume Using LSTM from Minimal Flow Instrumentation | Elhachoumi Mohammed | Mohammed EL HACHOUMI, Mohammed KARIM BENHACHMI, Ali EL BILALI, Mohamed LAAOUAN and Abdeslam TALEB | |
| AI-Driven Personalized Bilingual Learning for Technical Education in Morocco | Essaadani Khalid | Khalid Essaadani, Soumia Ziti, Karima Salah-Eddine | |
| Assessing the Impact of Financial Factors on Maternal, Newborn, and Child Health Outcomes in Africa: A DEA–Tobit Approach | Er-Rays Youssef | Er-Rays youssef | |
| Integrating Industrial Engineering and Management for Electrical System Efficiency: A Scoping Review | Er-Rays Youssef | Er-Rays youssef | |
| Optimizing Green Innovation Efficiency Across Global Regions: A Hybrid Data Envelopment Analysis–Artificial Bee Colony algorithm Approach | Er-Rays Youssef | Er-Rays youssef | |
| Multi-Objective Optimization of Distributed Generation in Electrical Networks: A Scoping Review of Metaheuristic Advances and Applications | Er-Rays Youssef | Er-Rays youssef | |
| A DIGITAL TWIN-DRIVEN FRAMEWORK FOR OPTIMIZING REVERSE OSMOSIS PERFORMANCE USING PCA AND DATA-DRIVEN MODELS | Essellami Smail | EL HACHOUMI MOHAMED | |
| Predicting the Geographical Evolution of the Tafilalet Oasis Using Deep Learning and Satellite Imagery | Benelmostafa Badr-Eddine | Benelmostafa badr-Eddine , Baroud sohaib , Ehkirch mathis , Renardier paul , Kouyate soma , Nguema darly Junior , Bibang emmanuel | |
| Efficient Driver Drowsiness Detection Using MobileNetV4 and CNN-LSTM Architectures for Low-Cost Embedded Systems | Berrada Mariam | Berrada Mariam, Boudraa Hafsa, Hasnaoui Siham, Baslam Mohamed, Ouanan Hamid | |
| Factors Influencing Colorectal Cancer Treatment Prediction Using Machine Learning | Elmarrachi Hafsa | Elmarrachi hafsa | |
| Model-Driven Transformation of BPMN Processes into Blockchain Smart Contracts: An E-Government Case Study | Bouzaidi Tiali Imane | Bouzaidi Tiali imane , Aarab zineb , Minaoui khalid | |
| Artificial Intelligence in Construction: An Updated Review of Applications, Emerging Trends, and Future Directions | Khomsi Khadija | Khomsi El Haddad khadija , Ahmadi zakariae , El Fallahi abdellah | |
| Fraud detection in financial transactions : State of the Art | Badri Hamza | Badri hamza , Balouki youssef | |
| Honest Evaluation of Date Palm Leaf Disease Classification: A Comparative Study Revealing SMOTE-Induced Performance Inflation | El Idrissi Akram | el idrissi akram , hadj baraka ibrahim , Astito Abdelali , bernoussi abdes-samed | |
| Beyond Immersion : Exploring How AI-Driven VR Shapes Engagement and Learning in Public Speaking Training - An Organizational Case Study | Rhourbal Mohammed Amine | Rhourbal mohammed Amine , Aallali rachida | |
| Digitalization in education and its role in societal transformation and sustainable development | Awwad Hussam | Husam Awwad, Ghada Abualgomboz | |
| Artificial Intelligence Approaches for Breast Cancer Detection: A Comparative Study of CNN and Self-Supervised Architectures with Optuna Hyperparameter Optimization | Boudraa Hafsa | Hafsa BOUDRAA, Hanane N’Ait Taleb, Mariam Berrada, Mohamed Gouskir, Hamid Ouanan, Adil Tannouche, Hafida Hanine | |
| Decomposition of covid related Crazy paving's digital signature in CT scans | Laghrissi Adnane | Laghrissi adnane , Douimi mohammed , Benslima najwa , Wajih ghalilm , Hamdi salsabil | |
| Addressing Scheduling Conflicts Between Predictive Maintenance and Production Using Hybrid AI Techniques | Eljyidi Amina | Eljyidi amina , Jebari hakim | |
| Joint Maintenance and Production Scheduling in Wind Farms: A Comprehensive Review of Challenges, Optimization Techniques, and Future Directions | Eljyidi Amina | Eljyidi amina , Jebari hakim | |
| Navigating the Convergence: A Bibliometric and Technical Synthesis of Edge Computing for Predictive Maintenance and a Strategic Research Agenda | El Boughardini Imane | El Boughardini imane , Jebari hakim , Reklaoui kamal | |
| From Cloud to Edge: A Mixed-Methods Review of Predictive Maintenance Architectures, Algorithms, and Future Directions | El Boughardini Imane | El Boughardini imane , Jebari hakim , Reklaoui kamal | |
| Artificial Intelligence in Project Management : Transformations of Agile and Lean Methods | Ahmadi Zakariae | Ahmadi zakariae , Khomsi El Haddad khadija | |
| Optimizing the Traveling Salesman Problem Using a Hopfield Neural Network: A Neuro-Computational Approach for Smart Logistics and Sustainable Mobility | Benjelloun Rim | Benjelloun rim | |
| Global Trends in AI-driven Mobile Health for Mental Health: A Bibliometric Study | Lafraxo Mohammed Amine | Lafraxo mohammed Amine , Kharti kawtar , Yacoubi abdelkader , Elkafssaou sanae , Soulaymani abdelmajid , Hami hinde | |
| Human-in-the-Loop Data Structuring Using the 5M Principle: Enhancing AI Readiness in Injection Molding | Hdid Mohammed | Hdid mohammed , Jebari hakim | |
| Forecasting Cushion Evolution in Injection Molding: A Comparative Study of GRU, LSTM, and Temporal Convolutional Networks | Hdid Mohammed | Hdid mohammed , Jebari hakim | |
| AI-Driven Automated ESG and Climate Compliance Assessment for Investment Projects: A PRISMA-Based Systematic Review | Chaimae Lamriouat | Chaimae lamriouat , Kamach oulaid | |
| Evaluating the Impact of Virtual Reality and AI on concepts Assimilation in Education: A Preliminary Framework | Irhounain Imane | Irhounain imane | |
| AI-Driven Optimization of Building Energy Systems for Enhanced Urban Energy Management | Jebari Hakim | Jebari hakim , Rekiek siham , Cherrat loubna | |
| A Multi-Modal Deep Learning Framework for Synchronous Environmental Surveillance: Ecosystem Health, Pollution Sources, Biodiversity Indices, and Climate Anomalies | Jebari Hakim | Jebari hakim , Rekiek siham , Cherrat loubna | |
| Synergizing Circular Economy and Environmental Stewardship: AI-Driven Smart Waste Management and Ecological Monitoring | Rekiek Siham | Rekiek siham , Jebari hakim , Cherrat loubna | |
| A Hybrid Temporal Convolutional Network and Ensemble Kalman Filter Framework for Probabilistic Renewable Energy Forecasting: Improving Grid Stability under Rapid Weather Fluctuations | Rekiek Siham | Rekiek siham , Jebari hakim , Cherrat loubna | |
| Virtual Reality in Healthcare: Current Applications, Benefits, and Challenges | Ouhnni Hamid | Ouhnni hamid , Ibtissam acim , Soumia ziti | |
| Integrating Artificial Intelligence into ISO 9001 Quality Management Systems Toward Intelligent, Data-Driven, and Proactive QMS | Adadi Chaimae | Adadi chaimae | |
| AI-Driven Quality Management in the Automotive Industry Enhancing IATF 16949 for Operational Excellence | Adadi Chaimae | Adadi chaimae | |
| Energy Optimization in Agricultural IoT Systems: Cross-Layer Analysis and Experimental Evaluation of a LoRa-Based Soil Sensor Node | Rachdi Oumayma | Rachdi oumayma , El Moussati ali , Dinar maryem , Ayat yassine , Karkri hajar | |
| Optimizing SVM Hyperparameters with Open Competition Optimization for Precision Agriculture Classification | Nejjar Khalid | Nejjar khalid | |
| Enhancing Interpretability in Diabetic Retinopathy Detection Using Multifractal-Guided Attention | Karkri Hajar | Hajar Karkri, Ali El moussati, Yassine Ayat, Oumayma Rachdi and Meryem Dinar | |
| AI-Driven Digital Twins for MOF-Based Lithium-Ion Battery Manufacturing: From Process Control to Autonomous Production | Hamoudan Nihad | Hamoudan nihad | |
| Machine Learning Driven Scale Up and Manufacturing of MOF Based Lithium Ion Batteries: Bridging the Lab to Factory Gap | Hamoudan Nihad | Hamoudan nihad | |
| Soil and Stand types of the Benslimane Forest, Morocco: Combined card | Hayat Bourahhioui | Hayat bourahhioui , Belahbib nadia , Zidane lahcen | |
| On the Competitiveness and Viability of Short Sea Shipping: A Literature Review Towards an Integrated Analytical Framework | Khalfi Anas | Khalfi anas , Hlyal mustapha | |
| Relief Reserve Allocation under Supply Chain Disruption Risk: A Stochastic Programming Framework for Morocco's Emergency Supply Facilities | Sassaoui Imane | Sassaoui imane , Hlyal mustapha | |
| ForensicNet: Dual-Domain CNN for Detecting Medical Deepfakes | Moufid Hanan | Moufid hanan , Elghazouani mohamed | |
| From Manual to Intelligent: AI-Driven Monitoring and Optimization for Sustainable Aquaculture Systems | Gouiza Nissrine | Gouiza nissrine , Jebari hakim | |
| IoT and Artificial Intelligence for Sustainable Aquaculture Real-Time Water Quality Monitoring, Disease Detection, and Feeding Optimization | Gouiza Nissrine | Gouiza nissrine , Jebari hakim | |
| Community Service and Reengineering the Reintegrative function of Punishment: A reading of Law 43.22 in the light of Judicial Practice | El Barri Manal | El Barri manal , Tachi meriam | |
| Energy Optimization Techniques for an IoT-Based Precision Irrigation System | Dinar Maryem | Maryem Dinar, Ali EL Moussati, Yassine Ayat, Oumayma Rachdi, Hajar Karkri | |
| Bridging the Green Gap: A Qualitative Exploration of the Moderating Role of Frugality and Resistance to Ecological Discourses in Green Consumption | Saadi Sofia | Saadi sofia , Azdimousa hassan | |
| Multi-Agent Reinforcement Learning for Urban Traffic Signal Control: A Taxonomy and Research Roadmap toward Scalability, Generalization, and Multi-Objective Optimization | El Harkaoui Meriem | Meriem EL HARKAOUI, Youness MADANI and Belaid BOUIKHALENE | |
| Mapping Artificial Intelligence technologies across Lean Management tools: A cross-matrix systematic literature review | Elarabi Douha | elarabi douha , benjelloun maha ,rzine bouchra afaf dadda | |
| Robustness of CNN-Based Chest X-Ray Diagnosis to Electromagnetic Interference on Flat-Panel Detectors and Mitigation via U-Net | Benkrara Youssef | Benkrara youssef , Aziz layla | |
| Smart Technologies and Circular Economy: A Consumer Behaviour Perspective | Agassim Rim | Agassim rim , El Harouchi laila | |
| Securing Unified Communications Solutions Against Emerging Cyber Threats: A Critical Literature Review | Zerhouni Majdouline | Zerhouni majdouline , Khali Issa sanae | |
| Toward Scalable HVAC Digital Twins: Pooled Short-Horizon Room-Temperature Forecasting from Building Automation Data | El Mokhtari Karim | El Mokhtari karim | |
| A Deep Reinforcement Learning Framework for Real-Time Electric Vehicle Charging Management in IoEV-Enabled Smart Cities | Moumni Nour-Eddine | Moumni nour-Eddine | |
| Lightweight On-Premise Classification of Anonymized Work Orders | El Mokhtari Karim | El Mokhtari karim | |
| A TabTransformer-MLP-Based Architecture for Emergency Department Patient Disposition Prediction | Boujendar Anass | Anass Boujendar, Abdelmajid Bousselham, Oussama Barakat, Mohamed Youssfi, Nezha Benmoussa | |
| Improving Line Efficiency in SALBP-E using the HGA-MYSA Approach | El Machouti Sana | Sana EL MACHOUTI, Mustapha HLYAL and Jamila EL ALAMI | |
| Design and Analysis of a Compact Dual-Band 28/47 GHz MIMO Antenna for 5G Applications | Samite Azzahraa | Samite azzahraa , Nahid mohammed , Akkader souad | |
| Spatiotemporal Ridge–BiLSTM Hybrid for Six-Month SPI-6 Drought Forecasting across Morocco | Essajai Ikram | Essajai ikram , Govind ajit , El Ghazouan mohamed , Bessate abdelmajid , Ichahane moulay Youssef , Ikidid abdelouafi | |
| ChatGPT and Researcher Performance: A Systematic Review of Reviews Across Education, Health, and Social Sciences (2023–2026) | Filali Rotbi Aicha | Filali Rotbi aicha , Aligod laila | |
| A Multi-Operator Collective Genetic Algorithm for Flexible Job Shop Scheduling: Application to the Moroccan Automotive Industry | El Amri Soufiane | El Amri soufiane , Jebari khalid | |
| Integrated Modeling and Optimization of a Solar Hydrogen System for Sustainable Energy in Morocco | TourÉ Safiatou Y | TourÉ safiatou Y , Chtouki ihssane | |
| SuperLexia: A Serious Game-Based Affective ITS Architecture for Arabic-Speaking Children with Dyslexia | Ouherrou Nihal | Ouherrou nihal , Benmarrakchi fatimaezzahra | |
| Rethinking Influencer Marketing : A Qualitative Exploratory Study of e-WOM, Credibility and Purchase Intention on Instagram in the Moroccan Context | Ait Haddou Mouloud Wafae | Ait Haddou Mouloud wafae , Azdimousa hassan | |
| Benford's Law as a Predictive Indicator in Machine Learning Models for Financial Fraud Detection | Oumouzoune Fatima | Oumouzoune fatima , Gaou salma | |
| The Impact of Artificial Intelligence on Productivity, Employment, and Workforce Development: A Comprehensive Literature Review | Guennich Omar | Guennich omar | |
| Enhancing Sustainable Transportation through Smart Logistics and ICT Integration: A conceptual Framework | Bouderhem Zineb | Zineb BOUDERHEM, Oulfa LABBI and Abdeslam AHMADI | |
| Ontology for Financial Asset Management | Nour Fatima-Ezzahra | Nour fatima-Ezzahra , Boutahar jaouad | |
| Mapping ICT-Based Appointment Management in Healthcare: A Bibliometric Analysis | Karmich Tarik | Mapping ICT-Based Appointment Management in Healthcare: A Bibliometric Analysis | |
| Real-Time Facial Emotion Recognition: A Deep Learning Approach | Badsi Hichem | Badsi hichem | |
| Green hydrogen valorization pathways in green desalination systems: case study of Morocco | Bellaali Hanae | Hanae Bellaali, Wafae El Khoumsi, Rqia Bourziza, and Younes El Fellah | |
| AI in Service of Humanity: Intelligent Agents as Diagnostic, Reporting and Decision-Support Tools for Supply Chain Optimization in ERP Systems under Human Authority | Assandi Bilal | Assandi bilal | |
| From Scalar Benchmarks to an Operational Evaluation Profile: A Structured Reporting Framework for Learning-Based Mobile Robot Navigation | Belghali Jabrane | Belghali jabrane , Mekrini zineb, El Mrabet mhamed, Boulaala mohammed | |
| Transformations and Innovation in Smart and Sustainable Universities: A Systematic Literature Review | El Bekkali Fadila | El Bekkali fadila , Aligod laila | |
| Blood Glucose Control via Deep Reinforcement Learning with Personalized Estimation of Active Insulin: Validation on a Physiological Simulator | Saydtahiri Assia | SAYDTAHIRI Assia , HATIM Anas, ELMAJIDI Azzedine, ELLOUAD Hicham | |
| A Personalized Dietary Recommendation Framework for Intestinal Cancer Prevention Using Explainable Artificial Intelligence | Ellouad Hicham | Ellouad hicham , Belbachir anass, Assarag bouchra , Saydtahiri assia | |
| Global Trends in Digital Occupational Health Research: A Scopus-Based Bibliometric Analysis | Er-Rays Youssef | Er-Rays youssef | |
| La valorisation et la gestion de l'énergie dans le traitement des eaux non conventionnelles dans le cadre du stress hydrique et des changements climatiques au Maroc | Felus Amrani Mehdi | Felus Amrani mehdi , El Fellah younes | |
| Rethinking Sustainability: A Unified Framework for Circularity and Sufficiency | Oukhattar Rajaa | Rajaa OUKHATTAR, Rim AGASSIM, Laila EL HAROUCHI | |
| Artificial Intelligence Tools and Knapsack Problem: A Literature Review | Belhaj Nohaila | Belhaj nohaila , Sedqui abdelfettah | |
| Decision Support System for Agricultural Water Conservation: The Role of IoT and Intuitionistic Fuzzy Logic | Bouga Bouchra | Said Broumi; Assia Bakali; Mohamed Talea | |
| Explainable AI for Educational Decision Support: Bridging the Gap Between Prediction and Action | Ouhaddou Chaimae | Ouhaddou chaimae , Retbi asmaâ , Aitkaddi ikram | |
| Optimization of public lighting through the integration of renewable energies and intelligent systems: technical-economic analysis and environmental impacts | Morhli Nouredine | Morhli nouredine | |
| Climate of the Oulmes region (Central plateau, Morocco): synthesis of meteorological data for the period 2001-2022 | Salim Azedine | Azedine Salim, Ouafae Benkhnigue, Soukayna Boudik, Nadia Belahbib, Lahcen Zidane and Jamila Dahmani. | |
| Bridging the Gap Between Algorithmic Interpretability and Clinical Reasoning: Toward a Multi-Level Framework for Explainable AI in Healthcare | Miftah Kaoutar | Miftah kaoutar , Belangour abdessamad | |
| L'IA au Service de l'Évaluation des Soft Skills : Méthodologies et Simulations | Bentahila Mahdi | Bentahila mahdi , Bouayad elhoussine | |
| E-Governance, Political Stability, and Economic Growth: An Econometric Analysis of Emerging Economies | Aatany Merwan | Merwan AATANY, Lahcen AIT OUMAZIRH | |
| Advanced Monolithic and Hybrid AI/ML Models for Crypto-Asset Forecasting in FinTech Ecosystems: A Systematic Literature Review (2018–2026) | Slami-Amine Adil | SLAMI-AMINE Adil , DINE Abdessamad , ACHCHAB Boujemaa | |
| Toward Dynamic Startup Viability Assessment: A Multidimensional Framework for AI-Based Evaluation | Abid Nada | ||
| Detection of diabetic retinopathy from fundus images using CNN Model | El Airaj Hind | El Airaj hind | |
| AI-Enhanced Adaptive E-Learning Systems: A Conceptual Framework for Personalized and Sustainable Learning | El Fadli Fatima | Fatima EL FADLI, Otman ABDOUN and Soumaya EL EMRANI | |
| Reform of the health products regulatory framework: A case study of Morocco s new health governance | Mousannif Assia | MOUSANNIF Assia, EL MOUZOUN EL IDRISSI Mouad, BASKOUN Yassine, MACHKOUR Nadia and MEDROMI Hicham | |
| Bourziki Khalid | Bourziki Khalid , Slami-Amine Adil , Zerrad Jaouad | ||
| A Data-Centric Approach to Habit Recognition from Egocentric Narrations | Aksasse Hamid | Aksasse hamid | |
| Generative AI in Education for Sustainable Development: A Narrative Analysis of Challenges and Opportunities | Taghzout Imad | Taghzout imad , Ziti soumia , Kharmoum nassim | |
| A survey of Tifinagh Script Recognition | Ahsain Sara | Ahsain sara , Ouhaddou chaimae , Ait Kaddi ikram , El Yusufi yasyn , Aït Kbir m'hamed | |
| Advanced control strategies of DFIG-based WECS: A comparative review and future trends | El Khalifi Bahia | El Khalifi bahia , Mekrini zineb | |
| Causal Inference Approaches for Enhancing Digital Marketing Performance: A PRISMA-Based Systematic Literature Review | Ait Kaddi Ikram | Ait Kaddi ikram , El Yusufi yasyn , Ahsain sara | |
| A Multimodal Agentic-Ambient Architecture for Intelligent Adaptive Learning: Integrating IoT, Student Digital Twins, and POMDP-based Deep Reinforcement Learning | El Bahlouli Mohammed | Mohammed El Bahlouli, Hiba Asri, Abdelali Rochdi | |
| Performance-Weighted Ensemble Tree Models with Soil-Stratified Residual Range for Soil-Specific Biochar Properties Recommendation | Knidiri Dounia | Knidiri dounia , Asri hiba | |
| Evolution of Artificial Intelligence in Clinical Healthcare: A Systematic Review of Applications and Trends | Aarab Salma | Aarab salma , Salhi saad , El Hir safaa , Rezzai maha , Gziri hassan , Dachry wafaa , Medromi hicham | |
| Artificial Intelligence for Vigilance Monitoring in Air Traffic Control: A Systematic Review and Research Challenges | Ammar Ahmed | Ahmed AMMAR,Mohamed EL MOUFID,Yassine ZAHIDI,Wafaa DACHRY,Hassan GZIRI,Hicham MEDROMI | |
| Enhancing Audit Transparency: An Explainable AI Framework for Invoice Fraud | El Ouakhchachi Jaafar | El Ouakhchachi jaafar , Laghzaoui fadoua | |
| Big Five Personality Traits in Moroccan Professional Football: Gender Convergence and Age-Related Maturation | Bougrine Nadia | Nadia Bougrine, Abdelkarim El Haoua, Majid Brouziyne | |
| DeepPlant: A Deep Ensemble Learning Approach for Automated Plant Disease Detection | Hajoub Mohamed Walid | ||
| Comparative Study of 2D Deep Learning Architectures for Multi-Class Kidney Tumor and Cyst Segmentation on KiTS23 | Risy Oussama | Risy oussama , El Moutaoukkil abdelmajid | |
| Comparative Study of Deep Learning Architectures for 3D Lung Cancer Segmentation on CT Scans | Alami Mohamed | Alami mohamed , Massou siham | |
| Diagnostic Capability of I V Curve Analysis for Photovoltaic Faults: A Simulation Based Study | El Qitani Mouad | El Qitani mouad , Ihssane chtouki , Oubrahim zakarya | |
| The Transition from Traditional Healthcare Demand to Rational Public Demand: Philosophical and Economic Foundations of Universal Health Coverage | Moussane Aboutayeb | MOUSSANE Aboutayeb, TARBALOUTI Essaid, | |
| One Health Surveillance of Environmental Escherichia coli and Antimicrobial Resistance in Broiler Production Systems in Morocco | Atiki Walid | Walid ATIKI Najia AMEUR Atika ZIDOUH Latifa TAHRI | |
| An Intelligent Decision-Support Framework for Morocco’s Renewable Energy Transition: Balancing Energy Security, Economic Development and Carbon Reduction | Lamsaf Marzouqa | Lamsaf marzouqa , Liouaeddine mariem | |
| Integrating Cognitive Diagnosis Models and Generative AI for Diagnosis-Aware Adaptive Learning | Errogui Fatima Ezzahra | Fatima Ezzahra Errogui | |
| HYSARD: A Hybrid Feature-Fusion Approach for Sarcasm Detection Using RoBERTa Embeddings and Linguistic Features | Jabri Ismail | Jabri ismail , Louriga zine Eddine , Ahaitouf abdelaziz | |
| AI-Driven Urban Taxi Fleet Optimisation: A Hybrid Spatio-Temporal Graph Neural Network and Reinforcement Learning Approach | El Mouatassim Billah Anas | El Mouatassim Billah anas , Chihab younes | |
| ARHS: Adaptive Role-Based Hybrid Swarm Optimization for Energy-Efficient Cluster Head Selection in Wireless Sensor Networks | Hassan Oumaima | Hassan oumaima | |
| An Ontology-Based Interoperability Framework for Educational Data Integration: Design and Validation | Haddioui Yassine | Haddioui yassine , Rahmouni m'hamed | |
| Deep Learning-Based Information Retrieval for Implicit Mental Health Risk Detection: A Digital Health Perspective | Aziz Boujeddaine | Aziz BOUJEDDAINE, Hamid KHALIFI, Youssef GHANOU, Sara RIAHI and Walid CHERIF | |
| A Systematic Literature Review on Energy Optimization of Pumping Operations Using Model Predictive Control: Case of the Doukkala High-Service Pumping Station | El Hajibi Fouad | El Hajibi fouad , Habachi rachid | |
| Sports Mega-Events and Nation Branding: A Bibliometric Analysis | Rachidi Manal | Rachidi manal , Azdimousa hassan | |
| Exploring the Intellectual Structure of Fintech and Financial Inclusion Research: A Systematic and Bibliometric analysis | Amahdouk Yasmine | Amahdouk yasmine , Ouchen abdessamad | |
| Bibliometric Analysis: The application of Artificial Intelligence in pediatric healthcare | Malkya Meriem | Malkya meriem | |
| Transition to Healthy and Sustainable Systems in the Moroccan Agri-Food Sector: A Systematic Review of Consumer Perceptions | Arzaz Loubna | Arzaz loubna , Alami hasnaa | |
| Digital Tools and Innovation in Teacher Training: A CRMEF Case Study | El Khayari Assia | Assia EL KHAYARI, Khaoula BENMOUSSA, Abdelaziz EL ALAOUI EL AMRANI, Abdellah BAREBZI | |
| Hybrid AI-Optimization Approaches for Task Allocation in Multi-Agent Systems: A Comparative Study | Zamzam Fatima Ezzahra | Fatima Ezzahra ZAMZAM, Mohammed Essaid RIFFI and Toufik MZILI | |
| Species-Level Gut Microbiota Signatures of Pediatric Obesity: Toward AI-Driven Biomarker Discovery | Ghazal Hassan | El Yacoubi fatima Azzahrae , Boudar zakia , Alidrissi najib | |
| A Parallel Artificial Intelligence Framework for the Early Detection of Alzheimer's Disease through Handwriting Analysis and Neuroimaging: A Systematic Review | Mait Zakariya | Mait zakariya , Tahiry karim, Remzan nihal | |
| An Emerging-Trend Science Mapping of AI in Entrepreneurship Education (2020-2025) | Zenzmi Rim | Rim Zenzmi, Abdennabi Dahak, Najat Mouahid, and Badreddine El Moutaqi | |
| MQTT-TRL: A Hybrid Transformer-DQN Framework for Real-Time Intrusion Detection and Automated Mitigation in IoT Environments | Nahid Doha | Doha NAHID, Mehdi NAJIB, Amine BERQIA, Yousef FARHAOUI and Mohamed BAKHOUYA | |
| temporal paradox of environmental health policy: immediate costs versus delayed- health benefits | Moussane Aboutayeb | MOUSSANE Aboutayeb, LAKHOUIL ABDERRAHIM, AIT ELHALOUI Leila, BELFQUIH Hassan | |
| The Economic Invisibility of Prevention: Property Rights over Avoided Futures and the Anticipated Prevention Dividend System | Alaamri Nahid | Nahid ALAAMRI, Tarbalouti Essaid, Hassan belfquih, Merwan AATANY, Abderrahim LAKHOUIL | |
| Towards an Explainable Human–AI Hybrid Framework for Safe Clinical Triage of Ankle Injuries | Drif Adnane | Drif adnane , Zouhair roumayssae , Elattabi chaimaa , Rajaallah elmostafa | |
| Design of Automated Learning Assessment Systems: A BPMN Approach from Pedagogical Objectives to Feedback | Achour Khaoula | Achour khaoula , Laanaoui my Driss, Ourahay mustapha, Safsouf yassine | |
| Weather-Dependent PV Model: Field Validation | Lakhdar Najoua | Lakhdar najoua , Bakhouya mohamed , Elamrani abderrahmane | |
| Participatory AI-Augmented Intertemporal Democracy: An Economic Framework for Balancing Immediate Environmental Costs and Delayed Health Benefits | Oukhour Hamza | Abderrazak OUALI, Merwan AATANY, Hamza OUKHOUR, Leila AIT ELHALOUI, Aboutayeb MOUSSANE | |
| Corporate Social Responsibility and Health Performance: Toward a New Approach to Value Creation in Healthcare Systems | Ait Elhaloui Leila | Abderrazak ouali, Leila ait elhaloui ,Ayman salki ,Abir el aidi , Aboutayeb Moussane | |
| AI-Driven Self-Learning Digital Twin for Intelligent Railway Traction Systems with Hybrid Energy Management and Predictive Maintenance | Chtouki Ihssane | Chtouki ihssane , Faraj mehdi , Nhaila nhaila | |
| The Green Training Paradox: Why Educational Systems Struggle to Anticipate Future Ecological Needs and How to Address Them Through an Adaptive Human Capital System through Skills Options (AHCSSO) | El Aidi Abir | Abir EL AIDI, Tarbalouti Essaid, Alaamri Nahid , Abderrazak Ouali, Salki Ayman | |
| Manal Rachdani, Hassan El Yaacoubi, Oussama Hamal, Hamid Khalifi and Faissal ouardi | Rachdani Manal | Manal RACHDANI, Hassan EL YAACOUBI, Hamid KHALIFI and Faissal OUARDI | |
| The Digitalization of Health Systems and the Rise of Smart Hospitals: A New Paradigm for Stroke Care | Drif Adnane | Elattabi chaimaa , Drif adnane | |
| Multimodal Modeling of Comorbidity in Health: Analysis, Visualization, and Prediction Using Artificial Intelligence | Stita Hanae | Stita hanae | |
| Beyond Physiological Monitoring: A Multi-Agent Framework for Context-Aware Remote Patient Monitoring | Braikat Fatima Ezzahra | Fatima Ezzahra Braikat, Jaouad Boutahar, Naziha Laaz | |
| Strait of Hormuz crisis and Morocco's ammonia supply chain transition | Khourdifi Asmaa | Asmaa KHOURDIFI, Rabie EL OTMANI, and Khalid KANDOUSSI | |
| FROM INFORMATION TO INERTIA: POLITICO-COGNITIVE NEUTRALITY AND THE DEMOCRATIC LIMITS OF CLIMATE POLICY ACCEPTANCE | Aatany Merwan | TARBALOUTI Essaid, AATANY Merwan, OUKHOUR Hamza, EL AIDI Abir, ALAAMRI Nahid | |
| Using Blockchain-based Architecture and Distributed Control Algorithms for Peer-to-Peer Energy Sharing in Agricultural Microgrids | Essardi Hafida | H. Essardi, A. Elamrani, M. Najib, D. El Ouadghiri, M. Bakhouya | |
| The Digital Product Passport as a Resilience Mechanism against Regulatory Shocks: Evidence from the Moroccan Leather Sector | Idrissi Mehdi | Idrissi mehdi , El Maftah madiha | |
| Modeling and Optimization of an Integrated PV–Hydrogen–Fuel Cell System for Sustainable Energy Ap-plications | TourÉ Safiatou Y | TourÉ safiatou Y , Chtouki ihssane | |
| Service Quality and Sustainability in Logistics Services: A Cross-Review of Customer Satisfaction and Green Logistics with Insights from Morocco. | El Meziani Khouloud | El Meziani khouloud , Benyahya imane | |
| AI-Driven Digital Twin and Decision Support Systems for Industrial Process Optimization in Industry 4.0 | Arzam Yasmine | Arzam yasmine | |
| Multimodal Based Deep Convolutional Scattering Network and Machine Learning for heart failure detection | Ait Bourkha Mohamed Elmehdi | Mohamed Elmehdi AIT BOURKHA, Abderrahmane BOUDRIBILA, Anas HATIM and Assia SAYDTAHIRI | |
| MetaLLMiX: A Zero-shot LLM-Augmented Meta-Learning Framework for Hyperparameter Optimization in Medical Imaging | Bal-Ghaoui Mohamed | Bal-Ghaoui mohamed , Tiouti mohammed | |
| Research Trends in AI-Based Intelligent Tutoring Systems: A Bibliometric Study | Belabyad Youssef | Belabyad youssef , Laanaoui my Driss | |
| Mapping Africa's AI-in-Education Policy Landscape: A BERTopic Analysis of National and Continental Strategy Documents (2018–2026) | Aarab Amal | Aarab amal , El Marzouki abdenbi | |
| Lead Time Analysis and Delivery Delay Prediction in the Textile Industry: An Integrated SLR and Data Science Approach Using KNIME | Mlili Ferdaous | Mlili ferdaous , Ech-Charrat mohamed Rida | |
| Designing a Multi-Layer Quality Assurance Framework for LLM-Driven Automatic Item Generation in Adaptive Assessment | El Msayer Mohamed | Mohamed EL MSAYER, Bouchra BOUIHI, Abdelmajid BOUSSELHAM | |
| Artificial Intelligence in Customer Experience: Multi-Sectoral Analysis of Tourism, Retail, and Healthcare | Imarhane Hajar | Imarhane hajar , Dafir amine | |
| A Comparative Review of Artificial Intelligence and Blockchain Techniques for Decentralized Sustainable Energy Trading Systems | Assini Younes | Assini younes , Wafae abbaoui , Nassim kharmoum , Ziti soumia | |
| Machine Learning Framework for the Moroccan Automotive Demand Forecasting | Hdaira Aicha | Aicha Hdaira, Lekbira El Fadi , Hammou El Hachmi | |
| Computational Paradigms for Sports Injury Prediction: A Systematic Review | Bouali Meryem | Bouali meryem , Belhadaoui hicham , Assila chaimaa | |
| A Bibliometric Analysis of Surface Degradation Mechanisms in High-Speed Railway Materials (2015–2025) | El Assli Hafsa | El Assli hafsa , Zahidi yassine , Elhir safae , Dachry wafaa , Gziri hassan , Medromi hicham , El-Moufid mohamed | |
| Telecom Churn Prediction Using Feature Engineering and Ensemble Learning on the Cell2Cell Dataset | Moussif Tawfiq | Moussif tawfiq , El Yusufi yasyn , Ahsain sara | |
| Bipartite Spectral Graph Partitioning for Hierarchical Image Segmentation | Mansouri Abdelbasset | Mansouri abdelbasset , Aouragh my Driss | |
| Smart Monitoring of Land Use and Land Cover Dynamics in the Oum Er-Rbia Basin Using Dynamic World V1 Near-Real-Time Classification | Ajdour Hicham | Hicham Ajdour, Mohamed Oussama Belloulid, Ayoub Goulahiane, Oussama Abaouss, Khalid El Ass, and Tawfik El Moussaoui | |
| Mapping the Global Research on Employee Well-being and Skills Development: A Bibliometric Review (2005–2025) | El Haite Hajar | El Haite hajar , Aallali rachida | |
| Towards Semantic Communication-Enabled Early Warning Systems in Next Generation Wireless Networks: Application to Wildfire Detection | Bouzarhoun Anas | Bouzarhoun anas , Chaoub abdelaali | |
| A Hybrid Multi-Domain Feature Fusion Model Integrating MEEMD and Dual CNN for Iris Recognition | Louriga Zine.eddine | Zine.Eddine LOURIGA, Ismail JABRI, Aziza EL OUAAZIZI and Anass EL AFFAR | |
| Neuromorphic Computing for Diabetic Retinopathy Screening in Resource-Constrained Settings: A Position Paper on Ultra-Low-Power Spiking Neural Network Architectures | Esserkassi Basma | Basma Esserkassi, Souad Eddarouich and Abdennaser Bourouhou | |
| AI Retrieval Centric Design in Retrieval Augmented Generation: A Focused Review of Methods, Challenges, and Optimization Strategies | Rabiti Hicham | Rabiti hicham , Elhajjamy oussama, El Emrani soumaya | |
| Artificial Intelligence and Digital Transformation in Higher Education: Toward Sustainable and Innovative Educational Governance in Morocco | Sallaki Amal | Sallaki amal , Nait Belaid youssef | |
| Enhance the Verification of Synthetic Legal Data Generation with LLM-Formal-Verify Score and Human in the Loop | Moustaoui Hanane | Moustaoui hanane , Bensaid hicham | |
| An Intelligent Framework for Long-Term Spatiotemporal Monitoring of Water Surface Dynamics in the Oum Er-Rbia Basin in Morocco | Goulahiane Ayoub | Goulahiane ayoub , Belloulid mohamed Oussama , Ajdour hicham , Abaouss oussama , El Ass khalid , El Moussaoui tawfik | |
| Digital Transformation of Higher Education in Morocco: A Systems Analysis Focused on Teaching Practices | El Bachrioui Inass | El Bachrioui inass , Bargach hamid | |
| Genomic Epidemiology of Salmonella in Foodborne Outbreaks: A Technical Synthesis of NCBI Sequences, Outbreak Data, and Bioinformatics Approaches for Epidemiological Alert Prediction | Bakkali Fadil | Esserghini hajar , Ansong dhaud Odei , Al Idrissi najib , Benmoussa adnane , Ziyate nadia | |
| Influencer Marketing and Global Sustainability: An Analysis of Research Trends and Developments | Talha Ikram | Ikram TALHA, Zakaria RAFAE, Ismail EL BAZI and Abdelmajid CHARRASS | |
| The impact of generative artificial intelligence on engagement and French language learning: An experimental study of primary school pupils in the Kénitra region | Belfater Ikhlas | Belfater ikhlas , Bikjdaouene leila | |
| Multi-Modal Telomere Position Effect Over Long Distances: Alternative Regulatory Mechanisms Beyond the WE Motif | Ghazal Hassan | Aboulalaa kawtar, Idrissi Azami abdellah , Ennaji moulay Mustapha, Ghazal hassan | |
| Intelligent Waste Collection Using Predictive Analytics and Vehicle Routing Optimization. | Elhadyne Amal | Elhadyne amal , Kounaidi mohamed , Azmani abdellah | |
| AI-Powered Silent Learning Companion | El Abed Mohamed Amine | El Abed mohamed Amine , Boutahar jaouad , Laaz naziha | |
| Toward Intelligent Automotive E/E Architectures: Wiring Harness Optimization and Integration of Advanced Embedded Systems | Atmiri Asmae | Atmiri asmae | |
| Genomic Epidemiology of Foodborne Pathogens in Africa: Antimicrobial Resistance Profiles, MLST Diversity, and Surveillance Gaps Along the Food Chain. A Comprehensive One Health Analysis | Bakkali Fadil | Ansong dhaud Odei , Esserghini hajar , Benmoussa imane , Hamdi salsabil , Al Idrissi najib , Bakkali fadil | |
| Toward a Frugal Governance Framework for Agentic AI in Higher Education: Digital Sovereignty and Auditability in MENA Universities | Fannouch Rihab | Fannouch rihab , Tounsi saïd | |
| Transfer Learning and Deep Learning for Functional and Structural Prediction of Mutation-Affected Proteins: A Survey | Karret Ayoub | Karret ayoub , Esskhayry sanae , Mahrach younes , El Ouahabi othman , Baida ouafae | |
| Performance Improvement in Automotive Manufacturing through Production Flow Modeling | Jebbor Ikhlef | Aziz EL MAMOUNI, Mustapha JEBOR, Younes ABOUELHANOUNE, Ikhlef JEBBOR*, Zoubida BENMAMOUN, and Hanaa HACHIMI | |
| Design of a Multimodal Emotion Recognition System for an Adaptive Learning | Lhafra Fatima Zohra | Lhafra fatima Zohra , Abdoun otman | |
| Strategy for Integrating Recycled and Recyclable Materials into Automotive Seat Design | Elassli Hind | Elassli hind , Gziri hassan , Dachry wafaa | |
| Intelligent Self-Diagnosis of Automotive Wiring Harnesses: A Systematic Literature Review | Atifi Othman | Atifi othman | |
| Early-Life Gut Microbiome and Cow's Milk Allergy Prediction in Infants: A Machine Learning Analysis | Ghazal Hassan | Boudar zakia , Jbara soumaya , El Janahi sara , Elhamzaoui nourddine , Al Idrissi najib , Ghazal hassan | |
| Unsupervised Clustering Reveals Biologically Coherent Groups of PTEN Germline Variants Associated with Prostate Cancer | Ghazal Hassan | Aboulalaa kawtar, Idrissi Azami abdellah , Ennaji moulay Mustapha, Ghazal hassan | |
| Oral Microbiome Dysbiosis in Oral Squamous Cell Carcinoma: A 16S rRNA Amplicon Sequencing Study with Machine Learning-Based Biomarker Discovery | Ghazal Hassan | Ouled Saber sara , Ghazal hassan | |
| Phygital Banking in the Age of AI: Interplay Between Physical Service Dimensions, Intelligent Digital Marketing, and Customer Retention | Hadran Fatima Zahrae | Fatima Zahrae Hadran, Mohamed Azdod, and Omar Boubker | |
| Longitudinal Dynamics of the Infant Gut Microbiota during the First Three Years of Life | Ghazal Hassan | Boudar zakia , El Yacoubi fatima Azzahrae , Lamrhazli hiba , Nouioua kawthar , El Mehdaoui fatna , Dini nouzha | |
| Automatic Short Answer Grading in Education: A Comprehensive Review of Architectures, Algorithms, and Future Directions | Essaoui Hicham | Hicham ESSAOUI, M.D. LAANAOUI ,Mustapha OURAHAY | |
| Forecasting ISO 9001 and ISO 14001 Certifications in Morocco using ARIMA model | Bouri Mariem | Mariem BOURI, Houda LAHYANI, Lotfi CHRAÃBI | |
| ECG Generation Using Coordinated Dual Generative Adversarial Networks: A Workflow Based on the MIT-BIH Arrhythmia Dataset | Boudribila Abderrahmane | Boudribila abderrahmane , Ait Bourkha mohamed Elmehdi , Boulghasoul zakaria | |
| WHEN FORECAST ACCURACY HIDES SUPPLY CHAIN RISK: THE MAE - BIAS TRADEOFF IN SPARSE HOUSEHOLD DEMAND | El Maddad Mohammed | Mohammed EL MADDAD, Mohamed ADRAOUI, Noureddine BAROUCH | |
| Cross-Dataset Generalization Failure in Deepfake Video Detection: Root Causes and Promising Directions | Sadki Hafsa | Sadki hafsa , Remzan nihal , Mounir badia , Tahiry karim | |
| Deep Learning-Driven Energy Auditing: Enhancing Internal Control Systems through Intelligent Asset Monitoring A Literature Review | Ezziri Hamza | Ezziri hamza , Ouabouch lhoussaine | |
| Personalized Urban Service Recommendation Along Optimized Routes | Chouaa Chaimae | Chouaa chaimae , Azmani abdellah , Azmani monir | |
| Automated Multi-Source Requirements Modeling with LLMs: Towards Traceable UML/SysML Models with Incremental Versioning | El Karout Douae | El Karout douae , Khalfaoui samira | |
| A Computer Vision Approach for Participatory Urban Diagnosis | khouloud boli | khouloud boli, Ait Kbir M Hmed |