Annals of Computer Science and Information Systems, Volume 32
Communication Papers of the 17th Conference on Computer Science and Intelligence Systems
Dear Reader, it is our pleasure to present to you Communication Papers of the 17th Conference on Computer Science and Information Systems (FedCSIS 2022), in Sofia, Bulgaria, and in the hybrid mode.
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.
The main Conference Chair of FedCSIS 2022 was Stefka Fidanova, while Nina Dobrinkova acted as the Chair of the Organizing Committee. This year, FedCSIS was organized by the Polish Information Processing Society (Mazovia Chapter), IEEE Poland Section Computer Society Chapter, Systems Research Institute Polish Academy of Sciences, Warsaw University of Technology, Wrocław University of Economics and Institute of Information and Communication Technologies, Bulgarian Academy of Sciences.
FedCSIS 2022 was technically co-sponsored by: IEEE Bulgarian Section, 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, IEEE Poland Section Control System Society Chapter, Committee of Computer Science of the Polish Academy of Sciences, Mazovia Cluster ICT, Poland and Bulgarian Section of SIAM.
Moreover, last year the FedCSIS conference series formed the strategic alliance with QED Software, a Polish software company developing AI-based technologies and acting as the technological co-founder in the AI-driven start-ups. This collaboration has been continued.
During FedCSIS’2022, the keynote lectures were delivered by:
- Krassimir Atanassov, Bulgarian Academy of Sciences, Sofia, Bulgaria: “Remarks on index matrices”,
- Chris Cornelis, Ghent University, Department of Applied Mathematics, Computer Science and Statistics: “Hybridization of Fuzzy Sets and Rough Sets: Achievements and Opportunities”,
- Ivan Lukovic, University of Belgrade, Faculty of Organizational Sciences: “Organizational Capability for Information Management – Do We Feel a Big Data Crisis?”,
- Stefano Mariani on behalf of Franco Zambonelli (due to serious health issues encountered right before the conference), University of Modena e Reggio Emilia, Italy: “Individual and collective self-development”.
Moreover, this year, two special guests delivered invited talks:
- Bogusław Cyganek, who was awarded the 2021 Wiley-IEEE Press Award for his recent book “Introduction to Programming with C++ for Engineers”.
- Andrzej Skowron, who deliverd talk: “Rough Sets Turn 40: From Information Systems to Intelligent Systems”, which was devoted to the 40th anniversary of introduction, by late prof. Zdzisław Pawlak, of the theory of Rough Sets.
FedCSIS 2022 consisted of five Tracks and a special event for Doctoral School Students. Within each Track, topical Technical Sessions have been organized. Each Technical Session was split into fully on site and fully online sub-sessions. The on-site part of the conference took place in the facilities of the Crisis Management and Disaster Response Centre of Excellence in Sofia, Bulgaria.
Some of Technical Sessions have been associated with the FedCSIS conference series for many years, while some of them are relatively new. The role of the technical Sessions is to focus and enrich discussions on selected areas, pertinent to the general scope of each Track. The list of Tracks, and topical Technical Sessions organized within their scope, was as follows.
- Track 1 Artificial Intelligence in Applications (17th Symposium AAIA’22)
- Artificial Intelligence for Next-Generation Diagnostis Imaging (1st Workshop AI4NextGenDI'22)
- Artificial Intelligence in Machine Vision and Graphics (4th Workshop AIMaViG'22)
- Personalization and Recommender Systems (1st Workshop PeRS'22)
- Rough Sets: Theory and Applications (4th International Symposium RSTA'22)
- Computational Optimization (15th International Workshop WCO'22)
- Track 2: Computer Science & Systems (CSS’22)
- Computer Aspects of Numerical Algorithms (15th Workshop CANA'22)
- Concurrency, Specification and Programming (30th International Symposium CS&P'22)
- Multimedia Applications and Processing (15th International Symposium MMAP'22)
- Scalable Computing (12th Workshop WSC'22)
- Track 3: Network Systems and Applications (NSA’22)
- Complex Networks - Theory and Application (1st Workshop CN-TA'22)
- Internet of Things – Enablers, Challenges and Applications (6th Workshop IoT-ECAW’22)
- Cyber Security, Privacy, and Trust (3rd International Forum NEMESIS'22)
- Track 4: Advances in Information Systems and Technology (AIST’22)
- Data Science in Health, Ecology and Commerce (4th Workshop DSH'22)
- Information Systems Management (17th Conference ISM'22)
- Knowledge Acquisition and Management (28th Conference KAM'22)
- Track 5: Software and System Engineering (S3E’22)
- Cyber-Physical Systems (9th International Workshop IWCPS-9)
- Model Driven Approaches in System Development (7th Workshop MDASD'22)
- Software Engineering (42nd IEEE Workshop SEW-42)
- 7th Doctoral Symposium on Recent Advances in Information Technology (DS–RAIT'22)
Each contribution, found in this volume, was refereed by at least two referees.
The program of FedCSIS 2022 required a dedicated effort of many people. We would like to express our warmest gratitude to all Committee members, of each Track and each Technical Session, for their hard work in attracting and later refereeing 290 submissions.
We thank the authors of papers for their great contribution to the theory and practice of computing and intelligence systems. We are grateful to the invited speakers for sharing their knowledge and wisdom with the participants.
Last, but not least, we thank Stefka Fidanova and Nina Dobrinkova. It should be stressed that they made all the preparations to organize the conference in Bulgaria for three years in a row, while only in 2022 the conference actually happened there. They also worked with us diligently to adapt the conference formula to organize it in hybrid mode. 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 18th Conference on Computer Science and Intelligence Systems (FedCSIS 2023) which will take place in Warsaw, Poland on September 17-20, 2023.
Co-Chairs of the FedCSIS Conference Series
Maria Ganzha, Warsaw University of Technology, Poland, and Systems Research Institute Polish Academy of Sciences, Warsaw, Poland.
Leszek Maciaszek, Macquarie University, Sydney, Australia.
Marcin Paprzycki, Systems Research Institute Polish Academy of Sciences, Warsaw Poland, and Management Academy, Warsaw, Poland.
Dominik Ślęzak, Institute of Informatics, University of Warsaw, Poland.
17th International Symposium on Advanced Artificial Intelligence in Applications
Treating Dataset Imbalance in Fetal Echocardiography Classification
56 fetal echocardiography, cardiovascular imaging, image processing, deep learning, data augmentation Guilherme Gusmão, Alberto Raposo, Renato de Oliveira, Carlos Barbosa, pages 3–9.
Towards Automatic Facility Layout Design Using Reinforcement Learning
25 reinforcement learning, machine learning, layout design, facility layout problem Hikaru Ikeda, Hiroyuki Nakagawa, Tatsuhiro Tsuchiya, pages 11–20.
1st Workshop on Artificial Intelligence for Next-Generation Diagnostic Imaging
Detecting Cancerous Regions in DCE MRI using Functional Data, XGboost and Neural Networks
128 Functional data, Prostate cancer, MRI-DCE modality, Artificial neural networks, XGBoost Povilas Treigys, Aleksas Vaitulevičius, Jolita Bernatavičienė, Jurgita Markevičiūtė, Ieva Naruševičiūtė, Mantas Trakymas, pages 23–30.
4th International Workshop on Artificial Intelligence in Machine Vision and Graphics
Neural Network Enhanced Automatic Garment Measurement System
8 automatic garment measurement, deep neural networks, computer vision Paweł Kowaleczko, Przemysław Rokita, Marcin Szczuka, pages 33–38.
Face and silhouette based age estimation for child detection system
98 Age estimation, Convolutional Neural Networks (CNN), Children detection Tomasz Lehmann, Piotr Paziewski, Andrzej Pacut, pages 39–43.
1st Workshop on Personalization and Recommender Systems
Evaluating Diversification in Group Recommender Systems
75 recommender systems, group recommender systems, diversity Amanda Chagas de Oliveira, Frederico Araujo Durao, pages 47–54.
Exploiting Social Capital for Recommendation in Social Networks
39 Social Capital, Recommender Systems, Social Networks Paulo Roberto de Souza, Araújo Durão, João Paulo Dias de Almeida, pages 55–62.
4th International Symposium on Rough Sets: Theory and Applications
Towards a Granular Computing Framework for Multiple Aspect Trajectory Representation and Privacy Preservation: Research Challenges and Opportunities
282 Multiple Aspect Trajectory, Trajectory Data Privacy, Granular Computing, Research Challenges and Opportunities Zaineb Chelly Dagdia, Vania Bogorny, pages 65–72.
Algebraic structures gained from rough approximation in incomplete information systems
90 rough set, algebraic structures, incomplete information system Carolin Hannusch, Tamás Mihálydeák, pages 73–77.
15th International Workshop on Computational Optimization
Performance and Scalability Experiments with a Large-scale Air Pollution Model on the EuroHPC Petascale Supercomputer DISCOVERER
224 air pollution, numerical model, supercomputer, parallel computing, algorithm, scalability, MPI, OpenMP Tzvetan Ostromsky, pages 81–84.
Surrogate Estimators for Complex Bi-Level Energy Management
19 Routing, Scheduling, Integer Linear Programming, Bi-level optimization, Machine learning Alain Quilliot, Fatiha Bendali, Jean Mailfert, Eloise Mole Kamga, Alejandro Olivas Gonzalez, Hélène Toussaint, pages 85–92.
An Optimization Technique for Estimating Sobol Sensitivity Indices
170 Optimization technique, Monte Carlo methods, Environment safety Venelin Todorov, Slavi Georgiev, pages 93–96.
A Stochastic Optimization Method for European Option Pricing
164 Stochastic optimization, Monte Carlo improved methods, European option pricing Venelin Todorov, Slavi Georgiev, pages 97–100.
An Optimized Monte Carlo Approach for Multidimensional Integrals Related to Intelligent Systems
84 Optimized approach, Monte Carlo methods, Intelligent systems Venelin Todorov, Ivan Dimov, Stefka Fidanova, Rayna Georgieva, Tzvetan Ostromsky, Stoyan Poryazov, pages 101–104.
Development of Software Tool for Optimization and Evaluation of Cycling Routes by Characterizing Cyclist Exposure to Air Pollution
230 optimization software, air pollution, cycling, inhalation dose, PM1, PM2.5 Petar Zhivkov, Alexander Simidchiev, pages 105–112.
Dirichlet's principle revisited: An inverse Dirichlet's principle definition and its bound estimation improvement using stochastic combinatorics
221 Dirichlet's principle, inverse Dirichlet's principle, pigeonhole principle, stochastic combinatorics, lower bound estimate, effective bound estimate, an unoccupied doubleseat problem, an unoccupied l-seat problem Lubomír Štěpánek, Filip Habarta, Ivana Malá, Luboš Marek, pages 113–116.
Computer Science and Systems
15th Workshop on Computer Aspects of Numerical Algorithms
Intel Iris Xe-LP as a platform for scientific computing
132 Intel Iris Xe, Numerical Integration, GPU programming, Intel Xe-LP, Nvidia Geforce RTX 3060 Filip Krużel, Mateusz Nytko, pages 121–128.
30th International Symposium on Concurrency, Specification and Programming
Type System of Anemone Functional Language
135 Functional language, Static typing, Polymorphic type system, Type inference, Unification algorithm, Algorithm W Paweł Batko, Marcin Kuta, pages 131–138.
Heuristic algorithm for periodic patterns discovery in a database workload reconstruction
257 workload, workload reconstruction, periodic patterns, periodic patterns discovery, heuristic methods, predictive methods, optimization in physical database design Marcin Zimniak, Marta Burzańska, Piotr Wiśniewski, Bogdan Franczyk, pages 139–142.
15th International Symposium on Multimedia Applications and Processing
Replication of first-click eye tracking A/B test of webpage interactive elements
51 eye tracking, user experience, eye tracking metrics, A/B tests Julia Falkowska, Janusz Sobecki, pages 145–151.
Network Systems and Applications
Ant Colony based Coverage Optimization in Wireless Sensor Networks
177 Wireless sensor networks, node deployment, coverage maximization, ant colony optimization Mina Khoshrangbaf, Vahid Khalilpour Akram, Moharram Challenger, pages 155–159.
1st Workshop on Complex Networks: Theory and Application
Centrality Measures in multi-layer Knowledge Graphs
43 Knowledge Graphs, Centrality Measures, Graph structures, Social Network Analysis, Error detection Jens Dörpinghaus, Vera Weil, Carsten Düing, Martin W. Sommer, pages 163–170.
6th Workshop on Internet of Things - Enablers, Challenges and Applications
A comprehensive framework for designing behavior of UAV swarms
234 UAV, swarm, behavior design, multi-agent systems, robotic swarms, bigraph Piotr Cybulski, Zbigniew Zieliński, pages 173–180.
3rd International Forum on Cyber Security, Privacy and Trust
Information security management in German local government
162 information security management, public sector, small and midsize organisations Frank Moses, Kurt Sandkuhl, Thomas Kemmerich, pages 183–189.
Performance Analysis and Application of Mobile Blockchain in Mobile Edge Computing Architecture
206 Mobile Blockchain, Edge Computing, Performance Analysis Thiago Sandes, Admilson Lima, Edward Moreno, pages 191–197.
On D(n; q) quotients of large girth and hidden homomorphism based cryptographic protocols
54 Noncommutative Cryptography, Multivariate Cryptography, stable transformation groups and semigroups, decomposition problem of nonlinear multivariate map, tame homomorphisms, key exchange protocols, algebraic graphs Vasyl Ustimenko, Michał Klisowski, pages 199–206.
Advances in Information Systems and Technologies
High-tech offers on ecommerce platform during war in Ukraine
110 Ecommerce, Smartphones, Military conflict, Data analysis, Ecommerce trading platforms, High-tech Dariusz Grabara, pages 209–216.
Digital Business Transformation Methodologies: A Quasi-systematic Review of Literature
29 Business Transformation, Digital Transformation, Process Modeling, Process Management, Agile Adriano Lima, Methanias Júnior, Rogério Nascimento, Francisco Neto, pages 217–221.
Using Information and Distributed Ledger Technologies to Combat Public Procurement Corruption: A South African Perspective
41 Corruption Fighting, E-government, Distributed Ledger Technology (DLT), Blockchain Technology (BCT) in Government Johnny Prins, Jean-Paul Van Belle, Marita Turpin, pages 223–230.
4th Workshop on Data Science in Health, Ecology and Commerce
Financial News Effect Analysis on Stock Price Prediction Using a Stacked LSTM Model
20 Data Science, Machine Learning, AutoML, Sentiment Analysis, Stock Market Alexandre Heidein, Rafael Stubs Parpinelli, pages 233–240.
Visually Enhanced Python Functions for Clinical Equality of Measurement Assessment
32 clinical equivalence testing, biomedical data science, statistical data analysis, biosimilarity research Mauro Nascimben, Lia Rimondini, pages 241–249.
The Mood of the Silver Economy: A Data Science Analysis of the Mood States of Older Adults and the Implications on their Wellbeing
50 Emotion Analysis, Sentiment Analysis, Machine Learning, Healthcare Marco Palomino, Rohan Allen, Farida Aider, Francesca A. Tirotto, Ioanna Giorgi, Hazel Alexander, Giovanni Masala, pages 251–258.
17th Conference on Information Systems Management
Required Quality of Service attributes in the context of various types of Web Services
104 Web Service, Quality of Service (QoS), Network Quality, Web Service Quality Requirements Maksymilian Iwanow, Helena Dudycz, Krzysztof Michalak, pages 261–267.
Web Intrusion Detection Using Character Level Machine Learning Approaches with Upsampled Data
147 Web Application Firewall, Intrusion Detection, Data Upsampling, CNN, LSTM, XGBoost, LightGBM, Random Forest, Deep Learning Talya Tümer Sivri, Nergis Pervan Akman, Ali Berkol, Can Peker, pages 269–274.
28th Conference on Knowledge Acquisition and Management
Elaboration of Financial Fraud Ontology
35 Fraud, Ontology, Detection, Validation, Concept, Class, Entities, Dataset, Features, Properties Adamu Hussaini, Zahia Guessoum, Eunika Mercier Laurent, pages 277–285.
SAP Fiori as a Cause of Innovation and Sociotechnical System Arising
152 SAP Fiori, ERP, Sociotechnical system, Map of process, Workflow optimization Maciej Suder, Tadeusz Gospodarek, pages 287–291.
Top-down and bottom-up collaboration as a factor in the technological development of smart city. The example of Taipei
13 smart cities, top-down initiative, bottom-up initiative, city management, technological development of smart city Dorota Walentek, Dorota Jelonek, pages 293–299.
Software, System and Service Engineering
Advances in Software, System and Service Engineering
Component Interface Standardization in Robotic Systems
7 CPS, robots, software architecture, interface, ROS, autopilot Anton Hristozov, Eric Matson, Eric Dietz, Marcus Rogers, pages 305–312.
A Data Analysis Study of Code Smells within Java Repositories
171 Code Smells, Software Violations, Software Data Analysis Noah Lambaria, Tomas Cerny, pages 313–318.
Joint 42nd IEEE Software Engineering Workshop and 9th International Workshop on Cyber-Physical Systems
Towards developing a cyber-physical warehouse system for automated order-picking for online shopping
208 Online shopping, Mobile robot, Simulation, Webots, Cyber-Physical systems Onur Berker Alhas, Melike Oruc, Goksun Beren Usta, Hussein Marah, Baris Tekin Tezel, Moharram Challenger, pages 321–328.
7th Workshop on Model Driven Approaches in System Development
ModelWeb: A Toolset for the Model-based Testing of Web Applications
270 model-based testing, domain-specific modeling, behaviour-driven development, Selenium, Metaedit+ Mert Ozkaya, Mehmet Alp Kose, Arda Burak Mamur, Turker Koc, pages 331–338.
From MSL to Dezyne: an Industrial Application Of QVTo
93 formal techniques, domain specific language, model to model transformation Leo van Schooten, Marco Alonso, Ronald Wiericx, Mathijs Schuts, pages 339–348.