Annals of Computer Science and Intelligence Systems, Volume 37
Communication Papers of the 18th Conference on Computer Science and Intelligence Systems
Dear Reader, it is our pleasure to present to you Communication Papers of the 18th Conference on Computer Science and Intelligence Systems (FedCSIS 2023), which took place in Warsaw, Poland, on September 17–20, 2023.
In the context of the FedCSIS conference series, the communication papers were introduced in 2017, as a separate category of contributions. They report on research topics worthy of immediate communication. They may be used to mark a hot new research territory, or to describe work in progress, in order to quickly present it to scientific community. They may also contain additional information omitted from the earlier papers, or may present software tools and products in a research state.
FedCSIS 2023 was chaired by Jarosław Arabas and Sławomir Zadrożny, while Przemysław Biecek acted as the Chair of the Organizing Committee. This year, FedCSIS was organized by Polish Information Processing Society (Mazovia Chapter), IEEE Poland Section Computer Society Chapter, Systems Research Institute of Polish Academy of Sciences, as well as Faculty of Electronics and Information Technology and Faculty of Mathematics and Information Sciences, of Warsaw University of Technology.
FedCSIS 2023 was technically co-sponsored by IEEE Poland Section, IEEE Czechoslovakia Section Computer Society Chapter, IEEE Poland Section Systems, Man, and Cybernetics Society Chapter, IEEE Poland Section Computational Intelligence Society Chapter, Committee of Computer Science of Polish Academy of Sciences, and Mazovia Cluster ICT. Moreover, two years ago, the FedCSIS conference series formed strategic alliance with the QED Software, a Polish software company developing AI-based products, and this collaboration has been continued.
In 2023, FedCSIS was sponsored by QED Software, Samsung, Hewlett Packard Enterprise, Łukasiewicz Research Network – Institute of Innovative Technologies EMAG, MDPI, Sages, Efigo, and CloudFerro. During FedCSIS 2023, the keynote lectures were delivered by:
- Lipika Dey, Tata Consultancy Services, India, keynote title: Deciphering Clinical Narratives – Augmented Intelligence for Decision Making in Health Care Sector
- Marta Kwiatkowska, University of Oxford, United Kingdom, keynote title: When to trust AI…
- Andrea Omicini, Alma Mater Studiorum – Università di Bologna, Italy, keynote title: Measuring Trustworthiness in Neuro-Symbolic Integration
- Roman Słowiński, Poznań University of Technology, Poland, keynote title: Multiple Criteria Decision Aiding by Constructive Preference Learning
Moreover, two special guests delivered invited presentations:
- Gianpiero Cattaneo, Retired from Department of Informatics, Systems and Communications, University of Milano-Bicocca, Italy, invited presentation title: Abstract Approach to Entropy and Co-Entropy in Measurable and Probability Spaces
- Jerzy Nawrocki, Poznań University of Technology, Poland, invited presentation title: Towards reliable rule mining about code smells: The McPython approach
FedCSIS 2023 consisted of Main Track, with five Topical Areas and Thematic Tracks. Some of Thematic Tracks have been associated with the FedCSIS conference series for many years, while some of them are relatively new. The role of Thematic Tracks is to focus and enrich discussions on selected areas, pertinent to the general scope of the conference.
Each contribution, found in this volume, was refereed by at least two referees. They are presented in alphabetic order, according to the last name of the first author. The specific Topical Area or Thematic Track that given contribution was associated with, is listed in the article metadata.
Making FedCSIS 2023 happen required a dedicated effort of many people. We would like to express our warmest gratitude to the members of Senior Program Committee, Topical Area Curators, Thematic Track Organizers and to members of FedCSIS 2023 Program Committee. In particular, we would like to thank those colleagues who have refereed all of the 358 submissions.
We thank the authors of papers for their great contributions to the theory and practice of computer science and intelligence systems. We are grateful to the keynote and invited speakers for sharing their knowledge and wisdom with the participants.
Last, but not least, we thank Jarosław Arabas, Sławomir Zadrożny, and Przemysław Biecek. We are very grateful for all your efforts!
We hope that you had an inspiring conference. We also hope to meet you again for the 19th Conference on Computer Science and Intelligence Systems (FedCSIS 2024), which will take place in Belgrade, Serbia, on September 8-11, 2024.
Co-Chairs of the FedCSIS Conference Series
Maria Ganzha, Warsaw University of Technology and Systems Research Institute Polish Academy of Sciences, Poland.
Leszek Maciaszek (Honorary Chair), Macquarie University, Australia and Wrocław University of Economics, Poland.
Marcin Paprzycki, Systems Research Institute Polish Academy of Sciences, and Warsaw University of Management, Poland.
Dominik Ślęzak, University of Warsaw, Poland and QED Software, Poland and DeepSeas, USA.
Analysing Perceptions of South African Digital Artists towards Non-Fungible Token (NFT) Use
4823 Non-fungible tokens (NFTs), blockchain, Nathier Abrahams, Pitso Tsibolane, Jean-Paul Van Belle, pages 1–8. ITBS
Exploring M-Commerce Vendors' Perspectives in Post-Saudi Vision 2030: A Thematic Analysis
7825 E-commerce, Adoption of m-commerce, Vision 2030, Saudi Arabia Yahya Alqahtani, Natalia Beloff, Martin White, pages 9–20. ITBS
Population-less Genetic Algorithm? Investigation of Non-dominated Tournament Genetic Algorithm (NTGA2) for multi-objective optimization
3491 Multi-objective Optimization, Genetic Algorithm, Michał Antkiewicz, Pawel Myszkowski, pages 21–28. WCO
Real-Time Detection of Small Objects in Automotive Thermal Images with Modern Deep Neural Architectures
8409 thermal imaging, novel dataset, object detection, ADAS Tomasz Balon, Mateusz Knapik, Bogusław Cyganek, pages 29–35. MMAP
Polyhedral Tiling Strategies for the Zuker Algorithm Optimization
7645 optimizing compilers, cache-efficient codes, parallel computing, locality, bioinformatics, dynamic programming Wlodzimierz Bielecki, Marek Palkowski, Piotr Blaszynski, Maciej Poliwoda, pages 37–41. CANA
Can ChatGPT Replace a Template-based Code Generator?
5691 software engineering, domain specific modeling, Adam Bochenek, pages 43–50. S3E
An Evaluation of a Zero-Shot Approach to Aspect-Based Sentiment Classification in Historic German Stock Market Reports
3725 Sentiment Classification, Zero-Shot Classification, Janos Borst, Lino Wehrheim, Andreas Niekler, Manuel Burghardt, pages 51–60. AI
Proof-of-Work CAPTCHA with password cracking functionality
5820 proof-of-work, Captcha, Szymon Chadam, Paweł Topa, pages 61–64. NEMESIS
Formal verification of BPMN diagrams in Integrated Model of Distributed Systems (IMDS)
8794 BPMN, BPMN semantics, business processes verification, Integrated Model of Distributed Systems, model checking, partial deadlock Wiktor Daszczuk, Jakub Jałowiec, pages 65–74. ISM
Star-critical Ramsey numbers for hexagon
8192 Graph Ramsey number, Critical graph, Ramsey-full pair of graphs Tomasz Dzido, pages 75–80. CN
Towards modelling and analysis of longitudinal social networks
4965 temporal networks, social networks, Jens Dörpinghaus, Vera Weil, Martin W. Sommer, pages 81–89. WCO
Comparative Study: Defuzzification Functions and Their Effect on the Performance of the OFNbee Optimization Algorithm
5828 defuzzification functions, OFNBee algorithm, Dawid Ewald, Wojciech Dobrosielski, Jacek M. Czerniak, Hubert Zarzycki, pages 91–96. WCO
Use of Dynamic Neural Networks for Modeling Nonlinear Objects with Significant Nonlinearity
3874 Identification, nonlinear dynamic objects, Oleksandr Fomin, Sergii Polozhaenko, Valentyn Krykun, Andrii Orlov, Andrii Prokofiev, pages 97–102. CN
Compilation through interpretation
4830 compiler, Interpreter, Adam Grabski, Ilona Bluemke, pages 103–109. S3E
Waiting list procedure improvements for master program courses in Information and Computing Sciences
128 BPMN, Higher education, Information and computing sciences, Prioritization methods, Waiting list procedure Tomas van Groningen, Sietse Overbeek, pages 111–120. SEW
Conceptualizing sustainability in the context of ICT. A literature review analysis.
5720 sustainability in ICT, sustainability by ICT, Tobias Hassmann, Markus Westner, pages 121–129. ISM
FAS-CT: FPGA-Based Acceleration System with Continuous Training
7674 Deep Learning, Edge Computing, Low-latency Inference., Continuous Training, FPGA, Concept Drift, Orchestration Manuel Luis González Hernandez, Jorge Ruiz, Randy Lozada, Erik Sebastian Skibinsky Gitlin, Ángel M. García-Vico, Javier Sedano, José Ramón Villar, pages 131–139. DE
Automatic Construction of Knowledge Graph of Tea Diseases and Pests
6100 tea pests and diseases, knowledge graph, BERT-BiLSTM-CRF, Neo4j Qiang Huang, Youzhi Tao, Shitao Ding, Yongbo Liu, Francesco Marinello, pages 141–146. AgriAI
Harness Old Media: a cross-disciplinary approach to utilizing television data for media content analysis.
1961 artificial intelligence, image matching, Piotr Jabłoński, pages 147–152. AI
Enhancing Image Quality through Automated Projector Stacking
9900 projectors stacking, projection mapping, image quality enchancing, structured light, pattern projection Franciszek Jełowicki, pages 153–156. MMAP
Mushroom Picking Framework with Cache Memories for Solving Job Shop Scheduling Problem
9294 optimization agents, parallel computations, job-shop scheduling, Apache Spark Piotr Jędrzejowicz, Izabela Wierzbowska, pages 157–164. WCO
Ausklasser - a classifier for German apprenticeship advertisements
8078 labor market, nlp, bert, apprenticeships, text classification Kai Krüger, pages 165–172. AI
Developing an interval method for training denoising autoencoders by bounding the noise
865 interval computations, neural networks, denoising autoencoders, constraint-satisfaction problem, probabilistic uncertainty, interval uncertainty Bartłomiej Jacek Kubica, pages 173–180. AAIA
An Empirical Framework for Software Aging-Related Bug Prediction using Weighted Extreme Learning Machine
9248 Aging, Non-Functional Requirements, Data Imbalance Methods, Feature Selection, Classification Techniques Lov Kumar, Vikram Singh, Lalita Bhanu Murthy, Sanjay Misra, Aneesh Krishna, pages 181–188. SEW
Mathematical Modeling of Water Regimes on Drained Lands
5023 Model, analysis, Lyudmyla Kuzmych, Halyna Voropai, Stepan Kuzmych, pages 189–194. AgriAI
Research Paper Blockchain (RPB)
9346 Blockchain, Double Publication, Double Submis- sion, Originality, Plagiarism Detection, Research Paper Nicholas Kniveton, Navid Shaghaghi, pages 195–200. S3E
Using Features of PLRs to Chromatic Light Pulse Irradiations of Either Eye to Detect Symptoms of Dementia
3416 Pupil, Pupil Light Reflex, Minoru Nakayama, Wioletta Nowak, Anna Zarowska, pages 201–207. DSH
A machine learning approach for automatic testing
4426 automated tests, machine learning, Felix Petcusin, Cosmin Stoica Spahiu, Liana Stanescu, pages 209–214. SEW
Generation of Benchmark of Software Testing Methods for Java with Realistic Introduced Errors
3165 benchmark, software testing methods, Tomas Potuzak, Richard Lipka, pages 215–222. SEW
Efficient Feature Selection On Adversarial Botnet Detection
1425 Generative Adversarial Network, feature selection, Raqeebir Rab, Farsha Bindu, Sheikh Sanjida, Nafiza Tabassoum, Tamima Binte Wahab, Anonnya Ghosh, pages 223–228. NSA
To propose an attack detection model for enhancing the security of 5G-enabled Vehicle-to-Everything (V2X) communication for smart vehicle
7757 5G, V2X Communication Network, Stacked LSTM, ADM Prince Rajak, Pavan Kumar Mishra, pages 229–236. IoT
Parallelized Population-Based Multi-Heuristic System with Reinforcement Learning for Solving Multi-Skill Resource-Constrained Project Scheduling Problem with Hierarchical Skills
2826 optimization, NP-hard problem, Ewa Ratajczak-Ropel, Piotr Jędrzejowicz, pages 237–244. WCO
Ensemble-based versus expert-assisted approach to carbon price features selection
8389 machine learning, carbon prices, feature engineering, feature selection, ensemble learning, SVR Bogdan Ruszczak, Katarzyna Rudnik, pages 245–250. ITBS
Architecture Analysis, Cloud-Based Using MQTT Protocol for Braille Literacy
8155 - Internet of Things, - IoT, - Education, - E-learning, - visually impaired, - Braille, - Cloud Computing, - MQTT Josimar dos Santos, Gilton José Ferreira da Silva, Admilson de Ribamar Lima, pages 251–257. IoT
A simple algorithm for computing a multi-dimensional the Sierpiński space-filling curve generalization
5773 algorithm, multidimensional data analysis, Ewa Skubalska-Rafajłowicz, pages 259–264. CANA
Knowledge-Based Creation of Industrial VR Training Scenarios
1379 Virtual Reality, Semantic web, Paweł Sobociński, Jakub Flotyński, Michał Śliwicki, Mikołaj Maik, Krzysztof Walczak, pages 265–272. MMAP
Interactive, Personalized Decision Support in Analyzing Women’s Menstrual Disorders
1683 ovulation, disorders of the menstrual cycle, Łukasz Sosnowski, Soma Dutta, Iwona Szymusik, Wojciech Chaber, Paulina Kasprowicz, pages 273–280. DSH
Data science to identify crimes against public administration
5207 Crime, Corruption, Luan Souza, Methanias Colaço Júnior, Raphael Fontes, Rodrigo Silva, Gabriel Lins, Caldeira Silva, Jailton Paiva, Ricardo Valetim, pages 281–287. AI
Evolutionary k-means Graph Clustering Method to Obtain the hub&spoke Structure for Warsaw Communication System
9176 hub and spoke, evolutionary k-means algorithm, city transport system Jarosław Stańczak, Jan Owsiński, Barbara Mażbic-Kulma, Aleksy Barski, Krzysztof Sęp, pages 289–294. WCO
Forecasting migration of EU citizens to Germany using Google Trends
3141 migration, forecast, Nicholas Steinbrink, pages 295–302. AI
The Grammar and Syntax Based Corpus Analysis Tool For The Ukrainian Language
7698 corpus linguistics, grammar, syntax, stylometry, baseline model Daria Stetsenko, Inez Okulska, pages 303–311. AI
The Use of AI to Determine the Condition of Corn in a Field Robot that Meets the Requirements of Precision Farming
3649 AI, image recognition, Justyna Stypułkowska, pages 313–321. AgriAI
Blockchain-based certification of research outputs and academic achievements: A case of scientific conference
9620 research outputs, blockchain, conference, nft, erc-721 Robert Susik, Robert Nowotniak, Emanuel Kulczycki, pages 323–327. ITBS
An Elliptic Intuitionistic Fuzzy Portfolio Selection Problem based on Knapsack Problem
4882 Elliptic intuitionistic fuzzy sets, Index matrices, Velichka Traneva, Petar Petrov, Stoyan Tranev, pages 329–336. WCO
An Elliptic Intuitionistic Fuzzy Model for Franchisor Selection
9747 Elliptic Intuitionistic Fuzzy Sets, Franchisor, Index Matrix Velichka Traneva, Stoyan Tranev, pages 337–343. WCO
A modular and verifiable software architecture for interconnected medical systems in intensive care
6208 Medical cyber-physical system, Software architecture, Embedded software Marc Wiartalla, Frederik Berg, Florian Ottersbach, Jan Kühn, Mateusz Buglowski, Stefan Kowalewski, André Stollenwerk, pages 345–351. SEW
Experimental Assessment of MPTCP Congestion Control Algorithms for Streaming Services in Open Internet
9991 MPTCP, congestion control, streaming applications, tactile Internet Łukasz Łuczak, Przemysław Ignaciuk, Michał Morawski, pages 353–358. NSA