Abstract Booklet
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Information for authors:
The conference will start on the 27th of August 2026 at 9.00 a.m. and will continue on the 28th of August 2026 from 9.10 a.m. to 17.20 p.m. UTC+2. There will be two plenary lectures on each conference day and three parallel sessions will take place. The authors have a 15 minute talk to present their research and plus 5 minutes for questions and answers. The plenary and keynote lectures will be 30-minute talks. Please prepare your conference presentation in advance according to these time limits. The CISCO Webex online platform will be used for the conference.
The conference venue:
will be the building of the Faculty of Informatics, University of Debrecen, Hungary.
Detailed information about the location.
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27th Aug, THURSDAY
| 09:00 - 09:10 |
Conference Opening - Room: F01 General Chair of CITDS2026: András Hajdu |
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| 09:10 - 09:40 Plenary Talk |
Resource Orchestration and Scheduling Across the Mist-Fog-Cloud Continuum: Trends and Future Directions |
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| 09:40 - 09:50 |
Coffee Break |
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| Session A - Room: F01 Stochastic Models in Data Science Chair: István Fazekas |
Session B - Room: F0 Artificial Intelligence and its Applications Chair: András Hajdu |
Session C - Room: 201 Temporal Data Science with Applications Chair: Márton Ispány |
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| 09:50 - 10:10 | Efficient Scheduling of Mixed-Criticality Pipeline Workflows with Imprecise Computations in Distributed Environments Helen D. Karatza |
Hierarchical Structured Abstraction as an Inductive Bias for Out-of-Distribution Generalisation Gnaneswar Villuri, Hashmath Shaik and Alex Doboli |
Predictive Modeling of Misinformation Diffusion Patterns on Facebook and X in the 2025 Philippine Midterm Elections Carmela Lei M. Bañaga, Niña Alexa A. Dinglasan, Ysobella C. Villariba, Richard N. Monreal and Florenzo Isaac E. Romance |
| 10:10 - 10:30 | Numerically Stable CUDA Implementation of the High-Order Multivariate Moment Computations Tamás Menyhárt, András Hajdu and Róbert Lakatos |
Open-Ended LLM Problem Solving: Structured Scaffolding for Concept Combination, Agentic Control, and Cross-Coupled Symbolic Tasks Hashmath Shaik, Gnaneswar Villuri and Alex Doboli |
Chaotic Systems Modeling with Federated Learning Approaches and Recurrent Neural Networks Georgiana-Stefania Stoie and Roland Bolboaca |
| 10:30 - 10:50 | Learning Hysteretic Routing Policies for Heterogeneous Queues with Switching Costs Mostafa Ali and Dmitry Efrosinin |
Towards AI-Assisted Hardware Engineering: An Overview of LLM-Driven RTL Design Frameworks Shiva Ahir, Alex Doboli and Simona Doboli |
Variational Causal Learning for Dynamic Treatment Effects in Time Series Data with an Application to Wholesale Electricity Markets Masahiro Tanaka |
| 10:50 - 11:10 |
Coffee Break |
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| Session A - Room: F01 Stochastic Models in Data Science Artificial Intelligence and its Applications Chair: Helen D. Karatza |
Session B - Room: F0 Artificial Intelligence and its Applications Chair: Tamás Bérczes |
Session C - Room: 201 Temporal Data Science with Applications Predictive Analytics Chair: Márton Ispány |
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| 11:10 - 11:30 | A Recency-Weighted Monte Carlo Engine for Possession-Level Basketball Forecasting Lóránd Heidrich and Ádám Kovács |
Robustness of Retinal Vessel Segmentation to Image Quality Degradations János Tóth |
MM-TTM-C: Multimodal Topic Tracking Model with Confidence for Twitter Sentiment Analysis Tomoe Taniguchi and Ichiro Kobayashi |
| 11:30 - 11:50 | Graph Theory–Driven Methods for Early Optimization of Neural Networks Daniel Mark Zombori and Imre Varga |
L1-aware grammatical error correction for ESL writing: performance-disparity trade-offs Anita Valieva and János Tóth |
Temporal-Aware Graph Attention Network With XGBoost Ensemble for Blockchain Transaction Fraud Detection Nithish Kumar Ragupathi and Norbert Oláh |
| 11:50 - 12:10 | A Hybrid Entropy-Aware Method for Hyperparameter Optimization Muhammad Talal Bin Tayyab and Gergo Bogacsovics |
Data-Efficient Chest X-Ray Classification Under Severe Label Scarcity with Lightweight Backbones Péter Szilágyi, Gergely Sógor and János Tóth |
Applicability of a Spectral-Geometric Transformer for Resolution-Agnostic Estimation of Global Horizontal Irradiance from Geostationary Satellite Observations Attila Knolmajer, Attila Fodor and Ágnes Vathy-Fogarassy |
| 12:10 - 14:00 |
Lunch Break |
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| 14:00 - 14:30 Plenary Talk |
The Next Challenges in Autonomous Driving: Rare Failures |
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| 14:30 - 14:50 |
Coffee Break |
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| Session A - Room: F01 Autonomous Vehicles and Embedded Systems Artificial Intelligence and its Applications Chair: M. Thai |
Session B - Room: F0 Security and Privacy Chair: Andrea Huszti |
Session C - Room: 201 Internet of Things, Operational Technology and Networking Chair: Imre Varga |
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| 14:50 - 15:10 | Seasonal Effects in Anomaly Detection for Urban Transit Buses László Mészáros, László Kovács and András Hajdu |
Creating EMBeD, the Embedded Malware Benchmark Dataset Dávid Maliga, Dorottya Papp and Levente Buttyán |
Empirical Analysis of Swarm Intelligence Convergence Curves in WSN Energy Optimization Levente Filep and Zoltan Gal |
| 15:10 - 15:30 | Short-Term Traffic Congestion Prediction Using Public Transportation Data Robert-Lucian Kis, Adrian-Silviu Roman and Teri Lenard |
Automated Generation of Attack Trees from System Models Dániel Zoltán Szilvágyi and Levente Buttyán |
RL DDPG-Based Adaptive Access Point Selection for Cell-Free Massive MIMO Systems in 6G Networks Djamila Talbi and Zoltan Gal |
| 15:30 - 15:50 | Hyperparameter-Aware Evaluation of Deep Learning Architectures for AI-Generated Image Detection Ilham Gafarov, Zeyad Qasem, Kerem Duzenli, Balázs Harangi and Mokhaled Al-Hamadani |
Real-Time Traffic Classification for Normal and Abnormal Flows in SDN Safa Abbas and Mohammed Nsaif |
A Void-Aware Depth-Based Routing Protocol for Deep-Ocean Life Extension in Underwater WSNs Wajih Khelifi and Zoltan Gal |
| 15:50 - 16:00 |
Coffee Break |
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| Session A - Room: F01 Artificial Intelligence and its Applications Chair: András Hajdu |
Session B - Room: F0 Security and Privacy Chair: Csanád Bertók |
Session C - Room: 201 Internet of Things, Operational Technology and Networking Artificial Intelligence and its Applications Chair: Zoltán Gál |
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| 16:00 - 16:20 | 3D Retinal Reconstruction and Deep Learning for Diagnosis of Dry and Wet Age-related Macular Degeneration from Optical Coherence Tomography Images Lilla Mezei, Beáta Bajdik and Balázs Harangi |
Secure Data Exchange Protocol for IPFS Csaba Nagy, Andrea Huszti and Norbert Oláh |
An Energy-Aware Hybrid GA-PSO Routing Protocol for Solar-Harvesting Wireless Sensor Networks in Smart Cities Mohammed Bamatraf and Mohammed Nsaif |
| 16:20 - 16:40 | Efficient Local Retrieval-Augmented Generation via Neighboring Document Slice Contextualization Sándor Martin Tibor and Róbert Lakatos |
FAME: From Adversarial Feature Vectors to Malware Evasion via SMT Endre Glocker, József Sándor and Roland Nagy |
Surrogate model of a manufacturing system using random forest method Gábor Ruzicska, Levente Czégé and Tamás Mankovits |
| 16:40 - 17:00 | Explainable Multimodal AI for Crop Health Monitoring: Benchmarking Large Multimodal Models Against Spectral Vegetation Indices Sumaiya Ashfaque and Gergő Bogacsovics |
Development and Implementation of a Blockchain-Integrated ABAC Framework for Secure Multi-Tenant Cloud Environments Kris C. Bahaya and Ariel Roy L. Reyes |
Precedence-Constrained Treatment Sequence Scheduling in Outpatient Healthcare Using a Heuristic Genetic Algorithm Veronika Gombás and Ágnes Vathy-Fogarassy |
| 17:00 - 17:20 | AI-Enhanced Grouped Time-Series Forecasting with Weather and Holiday Effects Dat Tan Ho, Man Duc Nguyen and Tamás Márton Bérczes |
Recognition of GNSS Spoofing in V2I Environments with Physics-Informed Gaussian Process Tamás Ormándi and Balázs Varga |
Incorporating Weather Data Into Machine Learning Models for Estimating Tertiary-sector Activity Naoto Minakawa and Yoshiyuki Suimon |
28th Aug, FRIDAY
| 09:10 - 09:40 Plenary Talk |
Complementary AI Paradigm: Logical Synthesis Model - Neural Mesh |
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| 09:40 - 09:50 |
Coffee Break |
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| Session A - Room: F01 Artificial Intelligence and its Applications Chair: Péter Baranyi |
Session B - Room: F0 Artificial Intelligence and its Applications Chair: Balázs Harangi |
Session C - Room: 201 Software Technology Chair: László Szathmáry |
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| 09:50 - 10:10 | Quantization-Induced Error Propagation: Activation Analysis within the PEP-AI Framework for Sustainable High-Efficiency and Explainable AI Tamás Menyhárt, András Hajdu and Róbert Lakatos |
FreqTextSeg3D: Frequency-Aware Text-Guided 3D Brain Tumour Segmentation via Hierarchical Semantic Decomposition and Dual-Path Cross-Modal Fusion Biniyam Mulugeta Abuhayi and András Hajdu |
Requirements Analysis for the Development of a Mobile Application for Emergency Medication Dosage Calculation Csaba Sándor Kuki, Balázs Palcsik and Piroska Biró |
| 10:10 - 10:30 | EnergyEquity: A Multi-Agent Conversational AI for Personalized Household Energy Poverty Assessment in Hungary Dat Tan Ho, András Hajdu and Tamás Márton Bérczes |
Multi-Objective Fine-Tuning Optimization for Pneumonia Detection Using Evolutionary Search and Successive Halving Radu-Ionuț Costin, Ștefan Vasile Oniga and Ramona-Iulia Babiciu |
A Unified Agentic Development Lifecycle Framework for the Software Industry Ferenc Héjja, Tamás Bartók and Gergely Kocsis |
| 10:30 - 10:50 | Error-Driven Prompt Optimization for Sustainable Tabular Reasoning Róbert Lakatos, Árpád Pándy and András Hajdu |
Lightweight Visual Question Answering in Radiology Domain Pang Lang Kueh and Wai Lam Hoo |
From Turbulence to Take-off: Modernising an airline's Digital Platform with Domain-Driven Design Tamás Bartók, Ferenc Héjja and Attila Szabó |
| 10:50 - 11:10 |
Coffee Break |
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| Session A - Room: F01 Artificial Intelligence and its Applications Chair: Péter Baranyi |
Session B - Room: F0 Artificial Intelligence and its Applications Chair: Thanh-Binh Nguyen |
Session C - Room: 201 Artificial Intelligence and its Applications Chair: Péter Jeszenszky |
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| 11:10 - 11:30 | Explainability and Verifiability of Artificial Intelligence in ICU Mortality Prediction Yuqi Chen and Gergely Kovásznai |
Accelerated Keystroke Dynamics: An XGBoost Approach to Continuous Biometric Authentication Erik Pál, András Hajdu and Róbert Lakatos |
LLM SQL Cross-Dialect Translation: An Exploratory Study of Form-Content Dialectical Thinking Arsenij Kroptya and Ihor Mykheliev |
| 11:30 - 11:50 | HCGA: A Hybrid Clustering-Genetic Algorithm for Optimal Multi-Constrained Team Formation Ali Ali, Gergely Kovásznai, Mohammed Abdulhadi and Mustafa Mezaal |
Deepfake Image Detection Using Spatial Rich Model Features and Deep Learning Fusion Adnane Essoufi and Gergő Bogacsovics |
A Hybrid Sim-to-Real Framework for Industrial Object Detection Using Synthetic Data Augmentation and Inference-Time Fusion János Polgár and Gergő Bogacsovics |
| 11:50 - 12:10 | Machine Learning-Based Molecular Classification of Endometrial Cancer Using Clinicopathological and Immunohistochemical Features: A Chinese Population Study Alshuwaili Dhafer G.Honi, Hakim Bahlok Jebur and László Szathmáry |
Towards Robust Arabic Stance Detection: Cross-Domain Generalization and Joint Training for Misinformation Mitigation Ali Mhrez and Tibor Tajti |
Similarity-Aware BERT Model for Drug-Target Interaction Prediction Dylan Bock, Sinisa Grozdanic, Vladimir Jacimovic and Aleksandar Poleksic |
| 12:10 - 14:00 |
Lunch Break |
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| 14:00 - 14:30 Plenary Talk |
From Data to Decisions: AI, Digital Twins and Integrated Modelling for Climate and Air Quality |
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| 14:30 - 14:50 |
Coffee Break |
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| Session A - Room: F01 Artificial Intelligence and its Applications Chair: János Tóth |
Session B - Room: F0 Artificial Intelligence and its Applications Chair: Gergely Kovásznai |
Session C - Room: 201 Automata, Logic, and Models of Computation Chair: György Vaszil |
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| 14:50 - 15:10 | Pattern-Oriented Fake News Detection via Five-Dimensional Knowledge Graph and Retrieval-Augmented Generation: A Study on Chinese-Language Media Yi-An Sung and Chang-Yi Kao |
Cross-Dataset Evaluation of Foundation Model-Based Acoustic-Text Fusion for Dementia-Related Speech Analysis Seyma Derdiyok, Imran Gul, Hamza Osman Ilhan and Gorkem Serbes |
A Canonical Rigid Direct-System Representation of Finite Local-Unit-Aligned Totally Ordered Monoids Sándor Jenei |
| 15:10 - 15:30 | Reliability and Failure Assessment of 2D Pose Estimation Methods for Drone-Based Swimmer Video Analytics Dominik Homoki, Tamás Zsedrovits, György Cserey, András Horváth and László Grand |
From Flat Storage to Structured Graphs: Adaptive Memory for Domain-Specific LLM Reasoning Erick Machungo and Gergő Bogacsovics |
Analysis Based Initial Tuning Method for Steering Systems Dávid Somogyi, Csaba Fazekas and Gábor Szederkényi |
| 15:30 - 15:50 | Fusing Semantics and LLM-Driven Emotions by Gated Attention for Implicit Hate Speech Detection Yuan-Chih Yu |
Deep Learning-Based Prediction of Potential Drug Candidates for Alzheimer’s Disease Among Philippine Natural Products Anne Kelsea Palo, Gielome Martinez and Karylle Cate Tuazon |
On Some Extensions of Boolean Grammars Patrik Adrián |
| 15:50 - 16:00 |
Coffee Break |
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| Session A - Room: F01 Virtual Reconstruction and Modeling Artificial Intelligence and its Applications Chair: Attila Gilányi |
Session B - Room: F0 Artificial Intelligence and its Applications Chair: Erzsébet Tóth |
Session C - Room: 201 Automata, Logic, and Models of Computation Artificial Intelligence and its Applications Chair: György Vaszil |
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| 16:00 - 16:20 | The Limits of Localized T30 Prediction in Rectangular Rooms: A Residual Architecture Study Bence Bakos, Csaba Huszty and András Lukács |
Enhancing Transformer-Based RGB-T Image Fusion via Hybrid Pixel Upsampling Bilgesu Örten, Cansel Fıçıcı and Mehmet Cem Çatalbaş |
Reaction systems and approximation spaces Péter Battyányi |
| 16:20 - 16:40 | A Descriptive Framework for Archival-Source-Based 3D Architectural Modeling András Horkai |
Generative AI in Higher Education: A Systematic Literature Review of Stakeholder Perspectives, Uses, Risks, and Governance Deddy Gusman, David Aditya Sulistiawan, Nurmalina and Gyöngyi Bujdosó |
LLM-Assisted SAT Solver Engineering: A Case Study on Enhancing CSFLOC Gábor Kusper |
| 16:40 - 17:00 | Paradata in Virtual Reconstruction: Towards a Conceptual Model of Transparent Reconstruction András Horkai |
The Invisible Signature: A Stylometric and Probabilistic Approach to Detecting AI-Generated Text in Academic Thesis Introductions Elyah Frisco Andriantsialo, Volatiana Marielle Ratianantitra and Thomas Mahatody |
Comparing evolutionary algorithms and reinforcement learning algorithms in “mate-in-N” puzzles Kristóf Kondor and Géza Horváth |
| 17:00 - 17:20 | Transformation-Invariant Latent Consistency for Robust 3D Point Cloud Watermarking Aya Zairi and Róbert Tornai |
SNART: Real-Time Translation via ECAPA-TDNN-Based Biometric Speaker Filtering Gergő Szabó |
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