Summer Symposia 25 Paper Preprints

AI-Driven Resilience: Building Robust, Adaptive Technologies for a Dynamic World

Leveraging Public Sentiment for Resource Coordination in Disaster Response: A Multiagent Framework

Authors: Saad Alqithami

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Multi-Scale Unrectified Push-Pull with Channel Attention for Enhanced Corruption Robustness

Authors: Robin Ranabhat; Longwei Wang; Xiao Qin; Yang Zhou; Kc Santosh

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Explainability-Driven Defense: Grad-CAM-Guided Model Refinement Against Adversarial Threats

Authors: Longwei Wang; Ifrat Ikhtear Uddin; Xiao Qin; Yang Zhou; Kc Santosh

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A Framework for Integrating Privacy by Design into Generative AI Applications

Authors: Hamda Albreiki; Qusay Mahmoud

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A2S-AFLNet: An Adaptive Bat Optimized Two-Stage Attention Fused LSTM Networks for Attack-Resilient Intrusion Detection

Authors: Sagar Mankoti; Shukla Mondal; Sk Hafizul Islam

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Blockchain-Enhanced Machine Learning for Dynamic Routing and Secure Communications in Autonomous Vehicle Networks

Authors: Usama Arshad; Abdallah Tubaishat; Abrar Ullah; Zahid Halim; Sajid Anwar

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AI-Driven Fog-Edge Computing for IoMT Systems: Architecture and Use Cases

Authors: Babar Shah; Muhammad Junaid; Hamza Rustam; Mohammad Habib; Sajid Anwar

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AI in Business: Intelligent Transformation and Management

High-Precision AI-Based Vision Inspection for Defect Detection in PEMFC MEA Manufacturing

Authors: In Joo; Sng-Hoon Kim; Gi-Nam Kim; Ga-Ae Ryu; Kwan-Hee Yoo

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Role of AI in Workforce Planning: Review and Implications

Authors: Nodira Bositkhanova; Sherzodbek Dadaboyev

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AI and the Future of Work: How Can We Design Jobs That Benefit Both Organizations and Employees?

Authors: Sherzodbek Dadaboyev; Farangiz Baxtiyorova; Yasmina Akbarova

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AI in HR Analytics: A Synthesis of Current Research and Future Directions

Authors: Sherzodbek Dadaboyev; Samira Hojimurodova; Guljakhon Gulomova

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Context-Awareness in Cyber-Physical Systems (Full Paper)

Context-Aware Autonomous Drone Navigation using Large Language Models (LLMs)

Authors: Abdul-Manan Khan; Ikram Ur Rehman; Nagham Saeed; Drishty Sobnath; Fatima Khan; Muazzam Ali Khan Khattak

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Digital Twin-Driven Innovations in SOFC Electrode Virtual Engineering

Authors: Sng-Hoon Kim; In Joo; Gi-Nam Kim; Ki-Chul Kim; Ga-Ae Ryu; Seoyoon Shin; Kwan-Hee Yoo

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A Multimodal Fusion Model for Enhanced Industrial Glove-Wearing Compliance Detection

Authors: Azimjon Akhtamov; Aziz Nasridinov; Sang Hyun Choi

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A Context-Aware IoT Security Framework for Elderly Care

Authors: Ahmad Ryad Soobhany; Mohamed Hassan

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Online Learning-Based Android Malware Detection Using API Call Graphs and Drift Detection: A Comparative Study

Authors: Mohammed Daawar Hussain; Ali Muzaffar

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Evaluating the Synergistic Impact of Fine-Tuning and Retrieval-Augmented Encoding on Enhancing Appendicitis Diagnosis from Limited HPI Notes

Authors: Lubna Mahmoud Abu Zohair; Hind Zantout

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An Architecture for Learning Context-based Value Systems

Authors: Andrés Holgado-Sánchez; Sascha Ossowski; Holger Billhardt

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A Knowledge Graph Framework for Interpretable Video-Based Activity Recognition

Authors: Radu-Casian Mihailescu

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Pakistani Word-level Sign Language Recognition Based on Deep Spatiotemporal Network

Authors: Shehryar Naeem; Hanan Salam; Md Azher Uddin

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E-SMOTE: Embedding-based Oversampling with Group Awareness for Fraud Detection

Authors: Fariza Urakhova; Tserenpurev Chuluunsaikhan; Jeong-Hun Kim; Aziz Nasridinov

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Beyond Rule-Based Context Awareness: Large Language Models as Adaptive Cognitive Layers in Cyber-Physical Systems

Authors: Md Azher Uddin; Hanan Salam

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Seeing Safety: Computer Vision for Real-Time PPE Monitoring in the Middle East Construction Sector

Authors: Suhail Suhail Ahmed; Drishty Sobnath; Cristina Turcanu; Ikram Ur Rehman

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I-TREES: A Context-Aware Framework for Energy-Efficient Tree Health Monitoring in Forest Internet of Trees (IoTr) Networks

Authors: Zanab Safdar; Ikram Ur Rehman; Huma Zia; Nagham Saeed; Abdul Manan Khan; Moustafa Nasralla

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Hierarchical Adversarially-Resilient Multi-Agent Reinforcement Learning for Cyber-Physical Systems Security

Authors: Saad Alqithami

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Unsupervised Machine Learning Using Cerebrospinal Fluid Proteomics for Understanding Parkinson’s Disease Progression

Authors: Lubna Mahmoud Abu Zohair; Hind Zantout; Marta Vallejo; Md Azher Uddin

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Context-Awareness in Cyber-Physical Systems (Extended Abstract)

An Explainable KG-RAG-Based Approach to Evidence-Based Fake News Detection Using LLMs

Authors: Jonathan John Thomas; Radu-Casian Mihailescu

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Human-AI Collaboration: Exploring diversity of human cognitive abilities and varied AI models for hybrid intelligent systems (Full Paper)

EchoScript: Enhancing AI Music Generation for Cinematic Scoring via Script-Aware Fine-Tuning

Authors: Mohammad Kasra Sartaee; Kayvan Karim

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MASON - A Multi-Agent LLM Framework for No-Code Development

Authors: Muhammed Roshan Palayamkot; Kayvan Karim

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Predicting Cardiovascular Disease with Machine Learning: An Explainable AI Approach

Authors: Fathima Ismath; Cristina Turcanu; Drishty Sobnath

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Employing Computer Vision on a Smartphone to Help the Visually Impaired Cross the Road

Authors: Muhammad Imaad Ismail; Mahmoud Mousa

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F-CAG: Fuzzy Clustering for Attributed Graphs

Authors: Lazhar Labiod; Mohamed Nadif

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Feature Execution Graphs: A Human-AI Co-Programming Paradigm for Graph-Driven LLM Code Synthesis

Authors: Hadj Batatia; Ilia Svetlichnyi

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On the Potential of Large Language Models in ECG-based AFib and Sinus Rhythm Detection and Justification

Authors: Maria Slim; Chaymaa Abbas; Jad Assi; Hussein El Jebbawi; Alaaeddine El Ghazawi; Mariette Awad; Fatme Charafeddine; Marwan Refaat; Fouad Zouein

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Human-AI Collaboration for Enhancing Delivery Workers’ Well-Being in the UAE: A Socio-Technical Approach

Authors: Artur Keirmov; Bola Ajike; Nimra Nabila; Abdula Isa Alsaif

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Enhancing Creativity and Efficiency in Furniture Design through Human-AI Collaboration

Authors: Nidhal Abdulaziz; Mohamed Al Musleh; Vrushali Mhatre; Hamze Hammami

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AI-Driven Usability Testing: Integrating Eye-Tracking Data and Agentic Systems for Automated UI Evaluation

Authors: Mehweesh Kadegaonkar; Kayvan Karim

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Human-AI Co-Design and Co-Creation: A Review of Emerging Approaches, Challenges, and Future Directions

Authors: Nyasha Kadenhe; Mohamed Al Musleh; Allan Lompot

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Creative Thought Embeddings: A Framework for Instilling Creativity in Large language Models

Authors: Qusay Mahmoud

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Teaching Parrots to See Red: Self-Audits of Generative Language Models Overlook Sociotechnical Harms

Authors: Evan Shieh; Thema Monroe-White

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Translation of User Crochet Patterns to CrochetPARADE syntax using Large Language Models

Authors: Rachael Dias; Kayvan Karim

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The Design of a Virtual Reality Environment for ADHD Intervention

Authors: Kholoud Nasser; Ahmad Ryad Soobhany

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Analysing the Effectiveness of Anxiety and Depression Treatment in the UK: A Data-Driven Approach Using Feature Selection and Machine Learning

Authors: Anna Bienkowska; Ikram Ur Rehman; Muazzam Ali Khan Khattak; Julie Wall

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Sahar Dataset: a Validated Dialogue Based Dataset For a Child-Centric, Empathetic and Knowledge-Driven Chatbot

Authors: Hadi Al Khansa; Ahmad Mustapha; Mariette Awad

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Prediction Of Heart Failure Patient Survival Using Machine Learning

Authors: Merlin Alex; Maheen Hasib

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GenAI-Driven Image Generation Pipeline for Sustainable Garment Design and Waste Reduction in Fashion Production

Authors: Ilham Ghori; Kayvan Karim; Dima Alkawadri

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Human-Clinical AI Agent Collaboration

Authors: Mason Kadem; Baraa Al-Khazraji

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Advancing Sign Language Recognition: A YOLO v.11-Based Deep Learning Framework for Alphabet and Transactional Hand Gesture Detection

Authors: Mahmoud Mousa; Abdelrahman Elgohr; Mohamed Elhadidy; Marwa El-Geneedy; Shimaa Akram

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Lessons Learned from Implementation of Multi Institutional Collaborative Platform for Lung Disease Screening by means of Federated Learning in Indonesia

Authors: Agung Alfiansyah; Laurent Bobelin; Helena Widiarti

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Strategic Integration of Artificial Intelligence in Healthcare: Theoretical Frameworks, Adoption, Enablers, and Barriers — A Scoping Review

Authors: Maurice Ongala; Ruth Kiraka; Jyoti Choudrie; Javan Okello

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Retrieval-Augmented OLAP: Generative AI Architecture for Smart Systems & Equipment

Authors: El Mehdi Ouafiq; Rachid Saadane

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Symbiotic Human–AI Collaboration for Augmented Cybersecurity Operations

Authors: Reda Yaich; Alexandre Balondrade; Antoine Sicard; Christelle Fouquiau; Guillaume Giraud; Kahina Amokrane-Ferka; Emmanuel Arbaretier

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