SACI 2025

SACI 2025 Konferencia.

EEE 19th International Symposium on Applied Computational Intelligence and Informatics

Program:

Május 20.

Venue: Óbuda University (address: Bécsi út 96/b, H-1034 Budapest, Hungary) 8:00 – 9:30 [TU1a] Session on Applied Research on Computer Science and Mathematics I Room F09 Session chair: Zsombor Zrubka 111 Lehel Dénes-Fazakas, Barbara Simon, Ádám Hartveg, Szabolcs Csaholczi, György Eigner, Levente Kovács and László Szilágyi Exploring Vision Transformer Architectures for Brain Tumor Classification: A Comprehensive Study 124 Enze Shao, Qian Liu and Tibor J. Goda Autocorrelation and its Effects on Biomechanical Data of the Knee Joint 143 Balázs Házi, Balázs Benyó and Ákos Szlávecz, Omer EIT Image Reconstruction of Mathematical Phantoms and Patient Recordings for Supporting Mechanical Ventilation 153 Ameer B Alsultani, Omer S Alkhafaf, J. Geoffrey Chase and Balázs Benyó A Multi-Feature Quantile Regression Approach for Insulin Sensitivity Prediction 154 Omer S Alkhafaf, J. Geoffrey Chase and Balázs Benyó Specific Transfer Learning to Improve Quantile Registration Neural Network Performance for Insulin Sensitivity Temporal Forecasting 17 József Bencsik, Zsolt Conka and Marek Bobcek Modbus-Based Communication for Low-Voltage Grid Monitoring and Control 8:00 – 9:30 [TU1b] Session on Applied Research on Computer Science and Mathematics II Room F02 Session chair: Dániel András Drexler 13 Gábor Paczolay and Istvan Harmati Making Experience Replay Useful in Multiagent Scenarios 23 Anh Tuan Hoang and Zsolt János Viharos Robust Superiority of the MICS-EFS Configuration Search Algorithm through Modular Extensions of Complex Neural Architectures 68 Attila Érchegyi and Ervin Racz Running and Optimizing an FDM Heat Conduction Modell in CUDA Enviroment Dress code: business casual 2 118 Szilárd Sipos, Mirtill-Boglárka Naghi and Levente Kovács Evaluating the applicability of self-tuning algorithms in diverse clustering scenarios: an ST-PFCM case study 122 Mostafa Gadelmoly A Numerical Approach to Dead-beat Control Using Controlled Newton’s Method 155 Mark Wendler, Márta Takács and József Kopják Gergely Sebestyén Analysis of Fuzzy technologies potential usage in Sensorless PMSM FOC control 8:00 – 9:30 [TU1c] Special Session on Digitalisation, Generation Research, Consumer Trends I Room F03 Session organizer and chair: Mónika Garai-Fodor 69 Melissza Salling, Monika Garai-Fodor and Orsolya Szigeti Eating patterns of Hungarians towards pig meat 115 Linfei Ma and Anikó Kelemen-Erdős Examining Consumer Perceptions of Traceable Meat 90 Csilla Mile and Zoltán Bodrog Sustainability strategies starting from organic farming 84 Krisztina András and Tünde Máté Olympics and Economy: Paris 2024 129 Mariann Bekesy, Laszlo Gulacsi and Orsolya Szigeti Age as a factor influencing attitudes towards artificial intelligence use: Protocol for a systematic literature review 8:00 – 9:30 [TU1d] Session on Research on Innovation Management Room F04 Session chair: László Gulácsi 10 Yuqing Guan and Andrea Tick Numerical Analysis of the Dynamic Adjustment Model of the Phillips Curve: The Relationship Between Unemployment and Inflation 123 Viktória Buday, György Eigner and Magnus Klofsten How do future Science parks tend to grow? 127 Barbara Tóth and Zsombor Zrubka University Processes and Global Rankings: A Strategic Management Perspective 135 Richárd Veres, János Varga and György Györök An Example of the Triple Helix Model Operation–A Case Study 139 László Személyi and István Szabó External Business Environment in Innovation: Protocol for a Systematic Review of the Literature 142 Csaba Árendás and Zsombor Zrubka Research Protocol: Scoping Review on Venture Capital Investment Strategies 3 8:00 – 9:30 [TU1e] Session on Research on Innovation Management Room 401 Session chair: István Szabó 71 Márk Zrubka, Márta Alexy and Katalin Takácsné György Behavior Analysis of Ducks in Confinement Housing Systems: Protocol for a Scoping Review 92 Janos Czere and Márta Péntek Towards Leveraging Prompt Engineering in the Stage Gate Innovation Process 141 Bence Márk Szeszák, István Gergely Kerékjártó, László Soltész and Péter Galambos Qualitative research on the social and economical impact of innovative manufacturing automation 157 Tóth Bence and Szabó István The Innovation Paradox: Regulatory Challenges of Drone Spraying Technology in Hungarian Agriculture 145 József Kovács, Zsombor Zrubka and Mónika Garai-Fodor Microplastics and their human health effects – systematic review of systematic reviews in research of microplastics 158 Kovács József, Takács Márta and Garai-Fodor Mónika Application of Soft Computing in waste management technology development: calculation of equipment capacity and consumption 9:30 – 10:00 Coffee break 10:00 – 11:30 [TU2a] Session on Applied research on Computer Science and Mathematics Room F09 Session chair: Ervin Rácz 51 Daniel Tamas Gujgiczer and Adam Szabo Modeling and Verification of an LPV Off-Road Lateral Vehicle Model on Various Terrains 121 Massimo Stefanoni, Peter Sarcevic, Gábor Fodor and Ákos Odry Evaluation of 2D Localization Performance in Wheeled Robots Based on the Fusion of Odometry and Absolute Positioning Systems 126 Artúr I. Károly, Ármin Károly and Péter Galambos Digital Twin for Robotic Vision: A Blender-based Approach 138 Dániel Horti, Péter Galambos and Artúr I. Károly Fine-Tuning Large Language Models for Mobile Robot Navigation 130 Milán Balázs and György Eigner Innovating with the BlackAnt Platform: A Scoping Review on Trends, Challenges, and Resource Optimization Opportunities 66 Richard Pesti, Peter Sarcevic, Dominik Csík, Marta Takacs and Akos Odry Adaptive Neuro Fuzzy Inference System-based error compensation for MEMS accelerometers 4 10:00 – 11:30 [TU2b] Session on Research on Security Sciences Room F02 Session chair: Andrea Pap 50 Tímea Páhi and András Tóth Evaluating National Cyber Exercise Programs 93 Tunde Kaufman and Jozsef Katona Time-Series Anomaly Detection of Mozi Malware in IoT Devices Using ARIMA and Local Outlier Factor 110 Zoltán János Trenka, Viktória Varsányiné Szeredi and Monika Pogatsnik What can artificial intelligence do to reduce CO2 emissions in a city? 171 Bálint Antal Csanky, Szandra Anna Laczi and Valéria Póser AI-manipulated Reality: Generation and Detection of Deepfake Content 161 Andrea Edit Pap, Dániel Réső and Daniel A Lowy Energy-Efficient Electrolytic Hydrogen Manufacturing: a protocol for a systematic review of the methodology and reporting quality 116 Catalin Ichim-Burlacu, Cezara Liliana Rat, Adela Berdie and Raluca Rob Technical advancements in urban wind energy harvesting 10:00 – 11:30 [TU2c] Special Session on Digitalisation, Generation Research, Consumer Trends II Room F03 Session chair: Ágnes Csiszárik-Kocsir 100 Attila Balogh Financial Technology Innovations in Corporate Supply Chain Ecosystems: a Practical Framework based on Academic Review and Case Studies 102 Albert Molnár Stagnating productivity as a driver of technical recessions in Hungary between 2000-2024: measuring hysteresis 120 Balázs Deák and István Szabó Marketing Digital Shift: How Has Traditional Marketing Transformed into Digital Marketing and Why? 133 Enikő Nagy, Károly Farkas, Zoltán Balogh and György Molnár The Role of Robotics in Digital Education: A STEAM-Based Approach for Curriculum Development 173 Ákos Botos and József Fogarasi Algorithmic Trading in Financial Markets: A Systematic Review 5 10:00 – 11:30 [TU2d] Session on Research on Innovation Management Room F04 Session chair: Márta Péntek 52 Meriem Fgaier, Zsombor Zrubka and Hana Alabdulkarim Feasibility of Health Technology Assessment in the MENA Region Using Transferred Costs: Analysing the Feasibility of Four Imputation Strategies of Published Costs 63 Áron Hölgyesi, Zsombor Zrubka, Levente Kovács, László Gulácsi, Dóra Szerencsés and Márta Péntek Parental self-efficacy in pediatric type 1 diabetes management and device use: a literature review 64 Marcell Erdős, István Vassányi and István Kósa Characterizing the healthcare system using networks: a comparison of provider and patient behaviors 137 Dóra Szerencsés and Zsombor Zrubka Do patients need new digital skills for Health 4.0? 140 Kornélia Lazányi How do Age and Partner Support Affect the Psychological Impact of ART 148 Rozália Szatmáry and Johanna Sápi Psychological Burden of Assisted Reproductive Technologies: A Comparative Analysis 10:00 – 11:30 [TU2e] Session on Research on Material Sciences Room 401 Session chair: Péter Galambos 72 Zoltan Varga and Ervin Racz Optimizing Dye-Sensitized Solar Cell Manufacturing with Machine Learning Algorithms 166 Tamás Kloknicer, Dániel Benjámin Sándor and Anita Szabó Determining biofilm biomass based on image processing for PVA based media 162 Zsuzsa Olesnyovicsné Szabadi, Mária Marosné Berkes, Mihály Réger and Richárd Horváth Thermodynamic Analysis of EOS Maraging MS1 Components Produced by SLM Technology Using DSC Testing at a Constant Heating Rate 164 Ferenc Oláh, Mihály Réger and Richárd Horváth Modelling the surface hardness testing of a nitrided layer 169 Judit Lukács Demand for acoustic materials and the contrast between human perception in automotive applications 172 Attila Széll, Fruzsina Fülöp, Richárd Horváth and Maria Berkes Maros A Brief Overview of the Mechanisms Underlying the Superlow Friction Behaviour of DLC Coatings 6 11:30 – 12:30 [TU2f] e-poster session Pre-functional area of Room F09 Session chairs: Zsombor Zrubka and Gábor Molnár 42 Miriam Čurillová, Norbert Ferenčík, William Steingartner, Katarína Dudová, Petra Kolembusová and Radovan Hudák StandUp Tracker: An Arduino-Based Monitoring System 27 Máté Gfellner and Éva Hajnal Automatic Classification of Camera Trap Images Using a Convolutional Neural Network 29 Vanessza Tőke and Rozália Lakner Development of an Intelligent Learning Assistant Using Large Language Models 98 Szilárd Dr. Horváth and Renáta Tóth Habits of using artificial intelligence in the lives of university students 47 Lili Belkovics, Krisztina András and István Takács How Formula 1 Uses Innovation to Engage Gen Z 70 Nikolett Huszak and Monika Garai-Fodor Examining aspects of sustainability from a generational perspective 96 Ildikó Petőné Csuka and Zsuzsanna Kaposvári Generations leading around value 49 Máté Prorok and István Takács The Transformative Power of Artificial Intelligence and Machine Learning in Innovation Driven Management 38 Simona Poláková, Petra Kolembusová, Norbert Ferenčík, Mária Danko, William Steingartner and Zuzana Ballová Design and construction of a system for dyeing 3D printed PA12 117 Szilárd Dr. Berke Organizational problems that hungarian leaders frequently face 73 Norbert Ferenčík, Zuzana Naďová, Katarína Dudová, Petra Kolembusová, Radovan Hudák and Branko Štefanovič Design and Development of an Arduino-Controlled Testing Machine for Measuring the Mechanical Properties of 3D-Printed Hydrogel Structures 163 Róbert Gábor Stadler and Richárd Horváth Force analysis of the friction stir welding of dissimilar polymer plates 167 Róbert Gábor Stadler and Richárd Horváth Appearance of defects in friction stir welded PP plates on CT images

Május 22

Venue: Conference Center, Politehnica University of Timişoara (address: 2, Vasile Parvan Blvd., 300223 Timişoara, Romania) 9:00 – 9:20 9:20 – 10:00 Opening Ceremony Auditorium Plenary Talk I Session chair: Levente Kovács Auditorium 174 Peng Shi Consensus and Formation Control for Multi-agent Systems 10:00 – 10:40 Plenary Talk II Session chair: Dániel András Drexler Auditorium 1 László Gulácsi AI-backed Advanced Medical Technology; Insights, Value, Innovation 10:40 – 11:00 11:00 – 11:40 Coffee break Plenary Talk III Session chair: László Gulácsi Auditorium 176 Shuai Li Online Iterative Learning Enhanced Sim-to-Real Transfer for Efficient Manipulation of Deformable Objects 11:40 – 12:20 Plenary Talk IV Session chair: Marius Marcu Auditorium 177 Razvan Stanica Spatio-Temporal Analysis of Mobile Traffic Data 12:20 – 14:00 Lunch CP2 Restorant Universitar 7 8 14:00 – 15:40 [TH1a] Session on Systems Engineering Auditorium Session chair: József Kopják 89 Marian-Emanuel Ionascu, Sebastian-Ioan Petruc, Iasmina Gruicin, Razvan Bogdan and Marius Marcu Optimizing Low-Cost Air Quality Networks: Advanced Applications for Calibration, Health Insights, and Real-Time Monitoring 104 Márk Tamás Baross, Miklós Mezei, József Kopják, Sándor Gyányi, Tibor Wührl and Péter János Varga Testing NFC tags in laboratory environment 5 Hunor Simon, Aron Feher and Lorinc Marton Comparative analysis of attitude estimation algorithms on embedded systems 4 Mohammed Al-Okby, Thomas Roddelkopf and Kerstin Thurow Tow Way Ranging-based Real Time Tracking System for Indoor Environments 44 Alexandra Florea and Ștefan-Daniel Achirei Text Classification on Software and Hardware Requirements Using Natural Language Processing Techniques 14:00 – 15:40 [TH1b] Special Session on 5G and Cybersecurity I Room K1 Amphitheater Session organizers and chairs: Anna Bánáti and Miklós Kozlovszky 88 Otilia Maria Muntean and Ciprian Pungila Unmasking Blockchain Fraud: A Review of AML Challenges and Regulatory Shortcomings 54 István Oláh and Sándor Magyar Code security audit based on regulations at a financial institution 79 Paul-Cristian Banu-Taran, Marius Marcu and Razvan Bogdan Bare-Metal Development Setup for Highly-Accurate Energy Measurements of Mobile Radio Interface 40 Mate Galambos, Ángeles Vázquez-Castro and Laszlo Bacsardi Hardware Supported Crypto-Agility in Quantum Key Distribution and Physical Layer Security 85 Kristóf Zsombor Kövesi and Anna Bánáti From Attack to Defense: Automotive Cyber Range for CAN BUS Security Research 15:40 – 16:00 Coffee break 9 16:00 – 17:20 [TH2a] Special Session on Nonlinear Mathematical Problems: Theory and Applications Auditorium Session organizer and chair: Alexandru Kristály 8 Adina Luminita Sasu and Ana Siriantu Zabczyk-Rolewicz type conditions for stability – a new approach to variational dynamics 19 Genet Assefa and Arpad Baricz Bounds for an integral involving Whittaker functions of the second kind Csaba Farkas Singular (N,p)-Lapacian equation on Riemannian manifolds Alexandru Kristály Sharp volume growths versus Sobolev inequalities 16:00 – 17:20 [TH2b] Special Session on 5G and Cybersecurity II Room K1 Amphitheater Session organizers and chairs: Anna Bánáti and Miklós Kozlovszky 103 Szandra Anna Laczi, Szabolcs István Szabó and Valéria Póser Comparative analysis of cybersecurity awareness games 105 Benedek Máté Tóth and Anna Bánáti Autoencoder based CAN BUS IDS system architecture and performance evaluation 108 Máté Érsok, Balogh Ádám, Eszter Kail and Anna Bánáti Adaptive Deception Architectures: Conceptual Foundations for LLM-Powered Honeypot Systems 109 Balogh Ádám, Érsok Máté, Dr. Kail Eszter and Vörösné Dr. Bánáti-Baumann Anna Possibilities for Optimization of Real Time Attacker Profiling with Honeypots 18:00 Welcome Reception Restorant Universitar

Május 23

9:00 – 10:20 [F1a] Session on Mechatronics Auditorium Session chair: Dan Ionescu 25 Alexandra-Iulia Szedlak-Stinean, Radu-Emil Precup and Karina-Gabriela Filipescu Nonlinear Controllers Dedicated to Modular Servo System Laboratory Equipment 59 Elena-Lorena Hedrea, Radu-Emil Precup, Gila Roxana Vasile and Ciprian Hedrea Closed-loop Controllers for Angular Speed and Angular Position Control of Lego Robots 37 Darius-Octavian Negirla, Radu-Emil Precup, Paul-Onut Negirla and Raul-Cristian Roman Thermal Image Calibration Method for Temperature Measurement Using Sensor Fusion 26 Fabian Fulga, Diana Velciov and Alexandru Topirceanu On the Impact of Data Visualization in Understanding Risk Factors for Lung Cancer Detection 9:00 – 10:20 [F1b] Session on Manufacturing Systems Room K1 Amphitheater Session chair: Csaba Biró 80 Judit Horváth, Tamás Ruppert and András Darányi Risk-Based Maintenance Optimization of Production Tools in a Dynamic Environment 147 László Horváth Research Using Reactive Autonomous Model Representation 57 Patricia D. M. Plentz, Thaynara M. M. Ribeiro, Heinz F. C. Rahmig, Renato F. Bulcão-Neto, Iwens Gervasio Sene Jr. and Analucia S. Morales Digital transformation: challenges about IoT and AI in High Pressure Die Casting (HPDC) 60 Gergely Halász, Tibor Medvegy, Gábor Bohár and Tamás Ruppert Digital shadow implementation for intelligent maintenance application – A case study 10:20 – 10:40 Coffee break 11 10:40 – 12:00 [F2a] Session on Computational Intelligence I Auditorium Session chair: Dániel András Drexler 56 Mircea Trifan, Bogdan Ionescu and Dan Ionescu Generative AI for Diagrams as Code and Code as Diagrams 156 Melánia Puskás, Tamás Ferenci, Levente Kovács and Dániel András Drexler Systematic Errors in Tumor Volume Estimation: Noise Modeling in Digital Caliper Measurements 3 Amalia Farcane and Ciprian Orhei Urban landmark identification from Timisoara using YOLO architecture 77 Andrei Razvan Joldea, Diana Cernazanu Glavan, Vlad Sarbu and Andrei Bulzan Chatbots for Romanian Academic Institutions 10:40 – 12:00 [F2b] Special session on PhD Student Research in Applied Informatics and Numerical Mathematics Room K1 Amphitheater Session organizer and chair: László Horváth 16 Balázs Vígh and Sándor Szénási Comparison of 2D Stochastic and Probabilistic Cellular Automata based on Unique Rules in Terms of Runtime and Convergence 65 Peter Mogyorosi and Sandor Szenasi GPU-Accelerated Database Model Based on HDF5 160 Márta Takács, József Kopják and István Szűcs Relative SoC and Charging Session Duration Estimation for Electric Vehicle Charge Points Using Adaptive Neuro Fuzzy Inference System (ANFIS) 81 Patrik Czakó, Gábor Kertész and Sándor Szénási Turning LLM Activations Quantization-Friendly 10:40 – 11:00 [F2c] e-poster session Room K2 Amphitheater Session chairs: Tamás Nógrádi, Miklós Mezei and Gábor Molnár 24 Gergő Tolnai, Rita Fleiner, Zsolt Bringye and Ágnes Gerse Comparison of energy cost optimisation algorithms for local energy communities 150 Eleftherios Trivizakis, Eugenia Mylona, Katerina Nikiforaki, Dimitrios Zaridis, Manolis Tsiknakis, Dimitrios Fotiadis, Nikolaos Tachos, Daniele Texture Preserving Deep Learning-based Noise Reduction for Anatomical Magnetic Resonance Images and Its Impact on Imaging Features 12 Regge, Nikolaos Papanikolaou and Kostas Marias 151 Eleftherios Trivizakis, Emmanouil Koutoulakis, Vassilis Koutoulidis, Lia Moulopoulos, Evangelos Terpos, Ioannis Ntanasis Stathopoulos, Panagiotis Malandrakis, Panagiotis Grigoropoulos, Panagiotis Papadopoulos, Katerina Nikiforaki, Nikolaos Papanikolaou, Dimitrios Fotiadis and Kostas Marias Radiocytogenetics in Multiple Myeloma: Predicting Cytogenetic Aberrations from WBCT Imaging Features 152 Emmanouil Koutoulakis, Eleftherios Trivizakis, Vassilis Koutoulidis, Lia Moulopoulos, Evangelos Terpos, Ioannis Ntanasis Stathopoulos, Panagiotis Malandrakis, Panagiotis Grigoropoulos, Panagiotis Papadopoulos, Katerina Nikiforaki, Nikolaos Papanikolaou, Dimitrios Fotiadis and Kostas Marias Label-Free Machine Learning-based Segmentation of Whole-Body Bone Marrow Imaging in Multiple Myeloma 14 Iosif Szeidert, Ioan Filip, Dorin Bordeasu and Cristian Vasar Experimental Stand for Testing a Home Automation Solution 28 Cristian Paul Chioncel and Ciucurita Samuel CONTROLLING WIND SYSTEMS OPERATING AT TIME-VARYING WIND SPEEDS 12:00 – 13:30 Lunch CP2 Restorant Universitar 13 13:30 – 15:30 [F3a] Session on Informatics Auditorium Session chair: Iosif Szeidert 43 Gabriel Pojoga, Victor Teslaru, Otilia Zvorișteanu and Ștefan-Daniel Achirei Predicting Age from Brain Connectivity Matrix: A Stacked Regression Approach 18 András Mihály and László Bacsárdi High efficiency quantum communication for quantum satellites using hyperentanglements 74 David Pava, Razvan Bogdan, Cosmin Marsavina and Marius Marcu Collecting and Analyzing Bitcoin Blockchain Transaction Data with Machine Learning 83 Csaba Biró Structural Sensitivity in Graphs: An Entropy-Based $k$-hop Metric and Its Applications 9 Rares George Diaconu and Stefan Daniel Achirei Ciprian Olaru Fine-Tuning LLaMA 3.2-1B for Long-Text Summarization: A Case Study on Book Summarization 62 Péter Rubint Influence of ransomware attacks in the healthcare industry 13:30 – 15:10 [F3b] Special session on Applied Computational Tools in Research of the Built Environment Room K1 Amphitheater Session organizers and chairs: Viktória Sugár and Zsuzsanna Fáczányi 132 Ágnes Telek, András Sipos and András Horkai Archiving 3D Digital Reconstructions: a Collaborative Approach to Cultural Heritage Preservation 136 Hanna Szenner and Csontos Györgyi “Brownfields and Reuse – Industrial Heritage-Based Revitalization Opportunities Along the North-Pest Railway Line” 134 Martin Kolman, Marcell Nánási, Attila Kerekes, Donát Fridrich, Viktória Sugár and István Kistelegdi Applied Informatics in Urban Climate Assessment Methods – Status Quo, Challenges, Potentials 112 András Horkai and Viktória Sugár Application of Digital Techniques in an Interdisciplinary Context: Modeling Historical Buildings in Budapest 175 Zsuzsa Fáczányi and Andrea Keresztes-Sipos Questionnaire-based Surveys and Data Processing in Research of Community Urbanism 13:30 – 14:50 Room K2 Amphitheater [F3c] Session on Computational Intelligence II and Intelligent Robotics Session chair: Zoltán Balogh 11 Yue Wu and Katalin Dr. Takácsné Prof. Dr. György The application of computational intelligence in food safety awareness level: clustering algorithms among Chinese respondents 46 Cornel Barna, Flavius-Maxim Percut and Anca-Adriana Petcut-Lasc Measurement of Uncertainty in artificial neural networks classification 35 Benedek Máth, Ádám Nemes and Balázs Varga Iterative GNN-based traffic flow prediction and sensor placement optimization 12 Ciprian Timotei Olaru and Stefan Daniel Achirei STEM Education Framework: Learning Rubik’s Cube Solving with NAO 18:00 Banquet