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 | |
| Belghit Hanae | Hanae BELGHIT | ||
| 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 | |
| Unlocking Hospital Performance through Lean Practices: Empirical Evidence from Morocco's Dual Healthcare System | Nejjari Jihane | Nejjari jihane | |
| Addressing the Challenge of Assessing Students' Written Production in the Era of Artificial Intelligence | Badda Abdellah | Badda abdellah , El Marrakechy abdeljabar | |
| AI-Driven Personalized Bilingual Learning for Technical Education in Morocco | Essaadani Khalid | Khalid Essaadani, Soumia Ziti, Karima Salah-Eddine | |
| A DIGITAL TWIN-DRIVEN FRAMEWORK FOR OPTIMIZING REVERSE OSMOSIS PERFORMANCE USING PCA AND DATA-DRIVEN MODELS | Essellami Smail | Essellami smail , Abdeslam taleb | |
| Factors Influencing Colorectal Cancer Treatment Prediction Using Machine Learning | Elmarrachi Hafsa | Elmarrachi hafsa | |
| 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 | |
| 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 Abu-algomboz | |
| 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, Adil Tannouche, Hamid Ouanan | |
| Decomposition of covid related Crazy paving's digital signature in CT scans | Laghrissi Adnane | Laghrissi adnane , Douimi mohammed , Benslima najwa , Wajih ghalilm , Hamdi salsabil | |
| Artificial Intelligence in Project Management : Transformations of Agile and Lean Methods | Ahmadi Zakariae | Ahmadi zakariae , Khomsi El Haddad khadija | |
| 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 | |
| Evaluating the Impact of Virtual Reality and AI on concepts Assimilation in Education: A Preliminary Framework | Irhounain Imane | Irhounain imane | |
| 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 | |
| Soil and Stand types of the Benslimane Forest, Morocco: Combined card | Hayat Bourahhioui | Hayat bourahhioui , Belahbib nadia , Zidane lahcen | |
| 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 | |
| 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 | |
| A Deep Reinforcement Learning Framework for Real-Time Electric Vehicle Charging Management in IoEV-Enabled Smart Cities | Moumni Nour-Eddine | Moumni nour-Eddine | |
| Improving Line Efficiency in SALBP-E using the HGA-MYSA Approach | El Machouti Sana | Sana EL MACHOUTI, Mustapha HLYAL and Jamila EL ALAMI | |
| 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 | |
| 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 | |
| Mapping ICT-Based Appointment Management in Healthcare: A Bibliometric Analysis | Karmich Tarik | Tarik KARMICH, and Mohammed Amine LAFRAXO | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| 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 , Medromi hicham | |
| ALGORITHMIC PEDAGOGY AND THE CULTIVATION OF SOFT SKILLS: A DECADE-LONG SYSTEMATIC REVIEW OF AI/ML DEVICES IN EDTECH (2016-2026) | Bourziki Khalid | Bourziki Khalid , Slami-Amine Adil , Zerrad Jaouad | |
| Generative AI in Education for Sustainable Development: A Narrative Analysis of Challenges and Opportunities | Taghzout Imad | Taghzout imad , Ziti soumia , Kharmoum nassim | |
| Advanced control strategies of DFIG-based WECS: A comparative review and future trends | El Khalifi Bahia | El Khalifi bahia , Mekrini zineb | |
| 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 | |
| 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 | Mohamed Walid Hajoub, Hicham Touil and Mohammed Achkari Begdouri | |
| 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, | |
| 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 | |
| ARHS: Adaptive Role-Based Hybrid Swarm Optimization for Energy-Efficient Cluster Head Selection in Wireless Sensor Networks | Hassan Oumaima | Hassan oumaima | |
| 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 | |
| Bibliometric Analysis: The application of Artificial Intelligence in pediatric healthcare | Malkya Meriem | Malkya meriem | |
| 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 | |
| Species-Level Gut Microbiota Signatures of Pediatric Obesity: Toward AI-Driven Biomarker Discovery | Ghazal Hassan | El Yacoubi fatima Azzahrae , Boudar zakia , Alidrissi najib | |
| temporal paradox of environmental health policy: immediate costs versus delayed- health benefits | Moussane Aboutayeb | MOUSSANE Aboutayeb, LAKHOUIL ABDERRAHIM, AIT ELHALOUI Leila, BELFQUIH Hassan | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| Modeling and Optimization of an Integrated PV–Hydrogen–Fuel Cell System for Sustainable Energy Ap-plications | TourÉ Safiatou Y | TourÉ safiatou Y , Chtouki ihssane | |
| 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 | |
| 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 | |
| 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 | Ajdour hicham , Belloulid mohamed Oussama | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| Automatic Short Answer Grading in Education: A Comprehensive Review of Architectures, Algorithms, and Future Directions | Essaoui Hicham | Hicham ESSAOUI, M.D. LAANAOUI ,Mustapha OURAHAY |