Final Program

The conference is adopting hybrid mode so that you can access all sessions through the ZOOM platform.

Link:
https://us05web.zoom.us/j/84666473186?pwd=Wg7AMJn7vON6ZjUgnPI5bn7OeZ57ET.1

INISTA’2025 Program at a Glance
Wednesday October 29, 2025 Thursday October 30, 2025 Friday October 31, 2025
9:00-9:30
9:30-10:30 Keynote talk 1: Ernesto Damiani
Geospatial Predictive Services: From Data Science to AI
Room: Auditorium, Building K
Keynote talk 2: Ismail Hakki Toroslu
Bridging AI and Personalization: from social media insights to targeted marketing
Room: Auditorium, Building K
Keynote talk 3: Jahna Otterbacher
Trust in and Trustworthiness of AI: Building Socio-Technical Infrastructure for Assessing AI Alignment on the Large Scale
Room: Auditorium, Building K
10:30-11:00
11:00-12:30 Session: THEORETICAL ISSUES
Room: Auditorium, Building K
Session: DETECTION
Room: Auditoruium, Library
Session: PREDICTION
Room: Auditorium, Building K
Session: CONTENT BASED IMAGE RETRIEVAL
Room: Conference Room, Library
Session; LLMs AND LANGUAGE PROCESSING
Room: Auditoruium, Building K
Session: MACHINE LEARNING
Room: Auditoruium, Library
12:30-13:30
13:30-15:00 Session: SOFTWARE AND ARCHITECTURE
Room: Auditorium, Building K
Session: RECOMMENDATIONS
Room: Auditoruium, Library
Session: CLASSIFICATION
Room: Auditorium, Building K
Session: AI IN HEALTHCARE AND MEDICAL INFORMATICS SPECIAL TRACK 1
Room: Auditoruium, Library
Session: IMAGE AND VISION TECHNIQUES
Room: Conference Room, Library
Excursion in desert
(Shuttle provided)
15:00-15:30
15:30-17:00 Session: HEALTH
Room: Auditorium, Building K
Session: APPLICATIONS 1
Room: Auditorium, Library
Session: APPLICATIONS 2
Room: Auditorium, Building K
Session: AI IN HEALTHCARE AND MEDICAL INFORMATICS SPECIAL TRACK 2
Room: Auditoruium, Library
Session: DEEP LEARNING
Room: Conference Room, Library
17:00-22:00 Welcome Reception (Shuttle provided) Conference Banquet (Shuttle provided)
Sessions Online/On-site
MACHINE LEARNING
919 Madalina Spiridon and Lenuța Alboaie Comparative Studies on Hybrid Quantum Machine Learning Online
1817 Hakan Alp Eren, Eyup Cinar and Emre Çimen Machine Learning-Based Prediction of Optimal Growth Temperature in Archaeal Species Using RNA Data Online
3414 Houda Khelifi, Sofiane Khalfallah and Hela Ltifi Short-Term Residential Load Forecasting with Machine Learning Using Smart Meter and Weather Data Online
4473 Yunus Emre Gündoğmuş, Selçuk Açıkalın and Arda Raştak Customer Lifetime Value Prediction in E-Commerce: Machine Learning Approaches and Business Implications On-site
7979 Saúl Llosa-Ponce, Irvin Dongo and Ana Aguilera Machine Learning-Based Data Transfer Time Prediction in Distributed IoT Architectures NA

 

LLMs AND LANGUAGE PROCESSING
998 Oumoulmouminine Cheikh Ahmed Baba, Hassen Mahdhaoui and Mounir Zrigui Enhancing Arabic Named Entity Recognition with AraBERT Fine-Tuning on a Unified Corpus On-site
3933 Rabia Eda Yılmaz, Mehmet Anıl Taysi, Ayşe İrem Özmen and Gökhan İnce Efficient Semantic Retrieval via Multilingual Embeddings and Reranking Online
6169 Mustafa Keskin, Enis Teper and Sinan Keçeci Matching What Matters: Using LLMs to Improve Product Compatibility Recommendations On-site
6752 Daniela Petrea, Irimia Cosmin-Iulian and Adrian Iftene Visualizing Data Intelligently: Integrating Natural Language for Deeper Insights On-site
7499 Andreea-Isabela Haiura, Cosmin-Iulian Irimia and Adrian Iftene Advancing Strategic Game AI with YOLO and Large Language Models On-site

 

CLASSIFICATION
3664 Dimitrios Koutsomitropoulos and Savvas Skoulidis Small Language Models are Diligent Learners: Evaluation of Embedding- and Transformer-based Language Models for Text Classification and Recommendation Online
4956 Ahmet Tugrul Bayrak, Fatma Nur Korkmaz, Ismail Utku Sayan, Mustafa Sertac Turkel and Bekir Berker Turker Efficient Text Classification with Hybrid Retrieval and Generative Labeling (Short Paper) Online
9096 Khaled Abdalgader Time-Aware Short Text Classification: Capturing Temporal Dynamics On-site
9645 Md Rabiul Islam and Doina Logofătu Classification of Time-Domain Signals Using Short-Time Fourier Transform and 2D Convolutional Neural Networks (Short Paper) On-site

 

HEALTH
710 Georgi Rusev and Petia Koprinkova-Hristova Innovative Brain Signal Feature Extraction for Personalized and Adaptive Human Prosthetics On-site
2323 Maria Ecaterina Olariu and Adrian Iftene Analysis of Current Applications of Artificial Intelligence in Cardiology Diagnosis with Focus on Explainable AI, Holter Monitoring and Blood Biomarkers On-site
4170 George-Gabriel Constantinescu and Adrian Iftene Exploring the Integration of Extended Reality and AI in the Diagnosis and Support of Mental Health Disorders On-site
6370 Alina Duca, Elena-Ecaterina Opaiț, Maria-Ecaterina Olariu and Adrian Iftene Virtual Reality Learning Environment: Gamified Medical Flashcards On-site
8457 Leen I. A. Shaqalaih, Omar Sameh Belal, Fatma Melisa Küçük, Murat Can Ganiz and Yiğit Tuncer Medical Graph-RAG: Bilingual Graph-Based Reasoning for Cardiological Intelligence Online

 

PREDICTION
1013 Ioan Sima Geometric Lattices in Abstract Modeling: From Protein Structure Prediction to Universal Computational Representations NA
3786 Fatemeh Mohammadi Aghjehmashhad and Osman Abul Predicting Student Academic Performance Using Apache Spark MLlib On-site
4253 Dilge Karakaş, Nilay Işeri, Sinan Keçeci and Emre Rençberoğlu Delivery Time Prediction in E-commerce: A Quantile Regression Approach (Short Paper) On-site
9205 Vishwesh Laxmikant Akre, Thaeer Kobbaey and M. A. H Furquad Leveraging Explainable Artificial Intelligence (XAI) to Enhance Academic Integrity: A Predictive Risk Mitigation Framework On-site
9912 Ali Alnoman Explainable AI for Smart Education: A Case Study on Student Performance Prediction On-site

 

THEORETICAL ISSUES
563 Florian Stach, Valentin Stolz, Yichi Zhang and Doina Logofătu Dynamic Stacking in Uncertain Environments: Optimization Heuristics On-site
3676 Elias Dritsas, Maria Trigka and Phivos Mylonas Privacy-Preserving Record Linkage over Big Data Platforms Online
5587 Simona Fioretto, Elio Masciari and Enea Vincenzo Napolitano Accelerating Sparse Matrix Analytics in Python Through Database-Inspired Techniques On-site
7177 Elias Dritsas, Maria Trigka and Phivos Mylonas Efficient Query Filtering in Big Data Using Entropy-Based Learned Indexing Online
7487 Andrei Tablan and Florin Olariu Evaluating the cost-performance trade-offs of cloud repatriation (Short Paper) On-site

 

SOFTWARE AND ARCHITECTURE
11 Ana-Madalina Carausu, Irimia Cosmin-Iulian and Adrian Iftene Analysis of Inter-Cloud Migration Strategies to European Providers (Short Paper) NA
235 Youssou Faye, Abdallah Makhoul, Serigne Mbacke Diene and Mohammed Ouzzif A Lighweight Distributed Security Protocol with Adaptative Key Management for Programmable Matter Based on Modular Robots (Short Paper) Online
1582 Corina Dimitriu, Diana Carcea, Răzvan Carcea, Antonio Iațu and Adrian Iftene Integration of Artificial Intelligence into Software Engineering Practices: A Case Study of an Artifact Restoration Application Online
2239 Gökhan Yurtalan and Serdar Arslan Multi-Agent OSINT Architecture with Graph RAG Integration and Hierarchical Bloom-Filter Deduplication On-site
9920 Florin Olariu and Rares Opariuc Modernizing Legacy Software: A Case Study on Microservices Migration Using AWS (Short Paper) On-site

 

DEEP LEARNING
904 Anas Msimir, Omar Bahutair, Ahmed Muriebesh, Hasan Wahbi, Saeed Almazrouei, Saif Alblooshi and Ali Alnoman Deep Learning-driven Traffic Management System for Smart Transportation On-site
1485 Ahmed Abuhajjaj, Mohammed Omari, Khouloud Salameh and Ali Alnoman Enhancing Feature Extraction in Content-Based Image Retrieval (CBIR) using Deep Learning Techniques On-site
7719 Md Roman Bhuiyan, Hridoy Hassan, Junaidi Abdullah, Md Baharul Islam, Farshad Badie, Giulio Napolitano and Duraisamy Balaganesh Video analytics using deep learning for massive crowd instant segmentation and detection Online
8468 Omran Berjawi, Rida Khatoun and Giuseppe Fenza Evaluating the Generalization of Machine Learning and Deep Learning Models for Intrusion Detection Systems NA
8632 Nikolaos Avrantinis, Andreas Andriopoulos and Dimitrios Koutsomitropoulos How Deep Is Your Chit-Chat? A Teacher-Oriented Evaluation of Deep Learning Models for Open-Domain Conversation Online

 

DETECTION
1341 Çağrı Karakaş, İlhan Aydın, Emre Guclu and Erhan Akın Post-Disaster Change Detection with Fusion-Based CNN Models Online
1674 Huiyao Dong and Igor Kotenko Towards Ultra-Low Latency: Binarized Neural Network Architectures for In-Vehicle Network Intrusion Detection On-site
2245 Marwa Zitouni, Yosra Barouni and Hela Ltifi Intrusion detection system based on federated learning for distributed 5G/6G network architectures Online
6611 Aysegul Ucar, Ali Tekeş and Mehmet Yorulmaz Transformer-Based Object Detection in Unconstructed Environments: A ROS-Gazebo Simulation Framework Online

 

RECOMMENDATIONS
683 Sheikh Sharfuddin Mim, Doina Logofatu, Gabriel Guerrero-Contreras and Inmaculada Medina-Bulo Privacy-Preserving Federated Learning for Finance: Challenges, Benchmarks, and Strategic Recommendations Online
5526 Enis Teper, Mustafa Keskin and Sinan Keçeci Buy The Look: Enhancing Fashion Discovery with Visual Recommendations On-site
5796 Sheikh Sharfuddin Mim, Doina Logofatu, Gabriel Guerrero-Contreras and Inmaculada Medina-Bulo A Comparative Analysis of Federated Learning Algorithms for Healthcare: Strengths, Limitations, and Practical Recommendations On-site

 

CONTENT BASED IMAGE RETRIEVAL
204 Nada Farhani and Mounir Zrigui Deep Learning and Image Preprocessing Techniques for Better Monochrome Image Captioning Online
322 Muhammad Irtiza, Mohammed Omari, Khouloud Salameh, Ali Alnoman and Rashid Ibrahim A Hybrid CBIR Framework Using Multi-Features with Iterative Query Expansion and Rocchio Relevance Feedback On-site
3496 Hana Rahiman, Mohammed Omari, Khouloud Salameh and Ali Alnoman Optimizing Content-Based Image Retrieval System through Dimensionality Reduction Techniques (Short Paper) On-site
5606 Moamen Elgawish, Mohammed Omari, Khouloud Salameh and Ali Alnoman An Optimized Hybrid CBIR Framework Combining  Deep Semantic Hashing and Global Color Distribution On-site
9384 Rashid Ibrahim, Mohammed Omari, Khouloud Salameh, Ali Alnoman and Muhammad Irtiza Attention-Augmented and Graph-Enhanced Hybrid  Model for Content-Based Image Retrieval On-site

 

IMAGE AND VISION TECHNIQUES
2319 Md Roman Bhuiyan, Barbaros Yesilova, Anastasia Shadakh, Shrish Arunesh, Giulio Napolitano, Md Baharul Islam and Junaidi Abdullah Real-Time Animal Pose Estimation Using Computer Vision Techniques Online
3456 Adam Yassin Mohamed, Syed Mohammad Ali, Tariq Ribhi Yaseen, Abdul Wahab Basalirwa, Osman Abul and Ashraf Elnagar NeuraVis: Retina Damage Detection Using Transfer Learning On-site
5387 Baris Kaya, Melih Ilter Tekelioglu and Baykal Sarioglu Real-Time Visual Navigation Framework for Edge-Level Systems Using Classical Vision Algorithms On-site
8150 Sena Yagmur Sen, Mehmet Turkan and Gazihan Alankus Retinex-Fusion: A Novel Paradigm for Ultra-Low Light Image Enhancement Online
8908 Altan Acar and Mehmet Turkan Multi-Layer Sparse Coding for Multi-Exposure Image Fusion Online

 

APPLICATIONS 1
4525 Asmaa Benhmama and Brahim Sabiri Artificial Intelligence and the Hay Method:  A study of Candidate Evaluation in Moroccan Companies On-site
5743 Faten El Outa and Amit Sharma Conversational Storytelling Agent with SatelliteData: Adapting to User Profiles On-site
6276 Hussain Attia, Ali Al Ataby, Saeed Alsuwaidi and Mohamad Harami Neural Network-Based MPPT for High-Efficiency DC Power Delivery to Remote Buildings On-site
8321 Dr Nageswara Rao Lakkimsetty, Yahya Ali Hamadi, Rahma Juma and Zainab Masoud Hussein Harnessing Artificial Intelligence in Wastewater Treatment: A Comprehensive Analysis of Emerging Research Trends and Innovations On-site
9412 Than’a Alsaoudi, Eman Ouda, Adolf Acquaye and Malik Khalfan Artificial Intelligence for Circular Economy Transformation:  System Design Insights from Emerging Applications (Short Paper) Online

 

APPLICATIONS 2
547 Liviu-Andrei Scutelnicu and Șerban-Mihail Chiriac Intelligent human detection system in the context of road safety NA NA
627 Arfan Ghani and Nada Abdelhaleem Drone-Based Maze Mapping and Path Solving via Embedded Computation On-site
1113 Angelos Moulas, Nevena Rankovic and Mirjana Ivanovic Decoding NASDAQ Trends with Sentiment and Transformers On-site
1864 Soha Ahmed, Fady Alnajjar, Katrien Verbert, Hamad Aljassmi and Ashraf Khalil Enhancing Female Representation in Automotive Research: GAN-driven rPPG Signal Synthesis On-site
305 Jihen Hlel, Sonia Mosbah, Mohamed Hamza Allani, Amina
Boujmil, Rania Ben Traki, Maya Zahrouni, Nour Mokhtar and
Omar Riahi
Predictive Analytics for Next-Generation Dialysis Online

 

AI IN HEALTHCARE AND MEDICAL INFORMATICS SPECIAL TRACK 1
440 Eya Ben Hamida, Sarra Abidi and Leila Ben Ayed Ontology-Constrained OCR with Verified Abstention and Semantic Metrics Online
677 Rim Babba, Khaled Ben Khalifa, Malika Charrad, Ahmed Ghazi Blaiech and Mohamed Hédi Bedoui Hybrid CNN-SOM Models for Vigilance State Classification from EEG Signals On-site
2421 Hamad Aljassmi, Shamsa Almarzooqi, Soha Ahmed, Abdulrahman Al Blooshi, Luqman Ali and Fady Alnajjar A Longitudinal Case Study on Detecting Emotional Dysregulation in a Child with Autism Spectrum Disorder Using Wearable Sensors (Short Paper) On-site
5984 Bilal Lamsili, Nida Ben Alhabib M. and Mondher Meddouri FCA-Based Online Classifier for Medical Data Streams under the MOA Framework Online
6860 Vishwesh Laxmikant Akre, Lamia Al Hajri and Ramakrishnan Raman XAI-MRI: A Multilayered Framework for Explainable AI driven Medical Risk Identification On-site

 

AI IN HEALTHCARE AND MEDICAL INFORMATICS SPECIAL TRACK 2
7259 Salem Trabelsi, Salah Gontara, Khaled Ben Khalifa and Abdellatif Mtibaa Designing a Teacher–Student Knowledge Distillation Framework for Accurate and Efficient Epilepsy Prediction on Edge devices Online
7479 Samira-Elena Enache and Lenuta Alboaie Machine Learning-Based Risk Assessment and Prevention of Type 2 Diabetes Using Biometric Indicators Online
9180 Maher Brini, Mariem Haoues and Asma Sellami Automated Evaluation of mHealth Application Quality Using LLMs and User Feedback Online
9315 Rania Slimen, Mariem Haoues, Bassem Bouaziz and Nedia Bouacida AI-Based Recommender System for a Healthy Lifestyle Online

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