Annals of Computer Science and Information Systems, Volume 26
Position and Communication Papers of the 16th Conference on Computer Science and Intelligence Systems
978-83-962423-0-3 (USB)
Preface
Dear Reader, it is our pleasure to present to you Position and Communication Papers of the 16th Conference on Computer Science and Intelligence Systems (FedCSIS’2021), which took place, fully remotely, on September 2-4, 2021. Conference was originally planned to take place in Sofia, Bulgaria, but the global COVID-19 pandemics forced us to adapt and organize the conference online.
Before proceeding further, let us share a very important information. In June 2021 FedCSIS conference series has been ranked B in the CORE ranking system. This constitutes a major achievement for the series. This is particularly valuable achievement since the series was not ranked before. We would like to thank prof. Paweł Sitek for leading our efforts and preparing all necessary documentation.
Position papers comprise two categories of contributions: challenge papers and emerging research papers. Challenge papers propose and describe research challenges in theory or practice of computer science and information systems. Papers in this category are based on deep understanding of existing research, or industrial problems. Based on such understanding and experience, they define new exciting research directions and show why these directions are crucial to the society at large. Emerging research papers present preliminary research results from work-in-progress, based on sound scientific approach but presenting work not completely validated as yet. They precisely describe the research problem and its rationale. They also define the intended future work including the expected benefits from solution to the tackled problem. Subsequently, they may be more conceptual than experimental.
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’2021 was chaired by prof. Stefka Fidanova, while dr. Nina Dobrinkova acted as the Chair of the Organizing Committee. This year, the 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 Business, and Institute of Information and Communication Technologies, Bulgarian Academy of Sciences.
FedCSIS’2021 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, Eastern Cluster ICT, Poland, and Bulgarian Section of SIAM.
We also glad to announce that this year (and we believe that in future also) the FedCSIS conference formed strategic alliance with QED Software, a Polish software company developing AI-based products.
During FedCSIS’2021, the keynote lectures were delivered by:
- David Bader, Distinguished Professor, New Jersey Institute of Technology: “Solving Global Grand Challenges with High Performance Data Analytics”,
- Rajkumar Buyya, Director, Cloud Computing and Distributed Systems (CLOUDS) Lab, The University of Melbourne, Australia and CEO, Manjrasoft Pvt Ltd, Melbourne, Australia: “Neoteric Frontiers in Cloud and Edge Computing”,
- Hristo Djidjev, Los Alamos National Laboratory: “Using quantum annealing for discrete optimization”,
- Moshe Y Vardi, Professor, Rice University: “Lessons from COVID-19: Efficiency vs Resilience”.
FedCSIS’2021 consisted of five Tracks and one special event for Young Researchers. Within each Track, topical Technical Sessions have been organized. Some of these Technical Sessions have been associated with the FedCSIS conference series for many years, while some of them are relatively new. Their role is to focus and enrich discussions on selected areas pertinent to the general scope of each Track. Here is the list of tracks and topical Technical Sessions organized within their scope.
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Track 1: Artificial Intelligence in Applications (16th Symposium AAIA’21)
- Computational Optimization (14th International Workshop WCO'21)
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Track 2: Computer Science & Systems (CSS’21)
- Computer Aspects of Numerical Algorithms (14th Workshop CANA'21)
- Multimedia Applications and Processing (14th International Symposium MMAP'21)
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Track 3: Network Systems and Applications (NSA’21)
- Internet of Things – Enablers, Challenges and Applications (5th Workshop IoT-ECAW’21)
- Cyber Security, Privacy, and Trust (2nd International Forum NEMESIS'21)
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Track 4: Advances in Information Systems and Technology (AIST’21)
- Data Science in Health, Ecology and Commerce (3rd Special Session DSH'21)
- Information Systems Management (16th Conference ISM'21)
- Knowledge Acquisition and Management (27th Conference KAM’21)
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Track 5: Software and System Engineering (S3E’21)
- Cyber-Physical Systems (8th International Workshop IWCPS-8)
- Software Engineering Workshop (41st IEEE Workshop SEW-41)
- Artificial Intelligence and Cybersecurity (1st Young Researchers Workshop YRW'21)
Each paper, found in this volume, was refereed by at least two referees.
The program of FedCSIS 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 129 submissions.
We thank the authors of papers for their great contribution into theory and practice of computing and software systems. We are grateful to the invited speakers for sharing their knowledge and wisdom with the participants.
We hope that you had an inspiring conference. We also hope to meet you again for the 17th Conference on Computer Science and Intelligence Systems (FedCSIS 2022). This time we are almost certain that we will be able to organize the conference on site and will finally reach Sofia, Bulgaria.
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, Wrocław University of Economics and Business, Wrocław, Poland and 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.
15th International Symposium Advances in Artificial Intelligence and Applications
- Communication papers
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An impact of tensor-based data compression methods on deep neural network accuracy
127 deep neural architectures, tensor decomposition, tensor-based compression, image processing, image recognition Jakub Grabek, Bogusław Cyganek, pages 3–11. -
Impact of time series clustering on fuel sales prediction results
129 time series clustering, XGBoost, ARIMA, fuel sales prediction, fuel demand prediction Joanna Henzel, Jakub Bularz, Marek Sikora, pages 13–21. -
State-of-the-Art Techniques in Artificial Intelligence for Continual Learning: A Review
12 Artificial Intelligence, Continual Learning, Catastrophic Forgetting, Artificial Neural Networks, Stability–Plasticity Dilemma Bukola Salami, Keijo Haataja, Pekka Toivanen, pages 23–32. -
Improvement of Story-telling Advertisement According to Screenwriting Techniques
72 Story-Telling Marketing, Screenwriting, Scene Development, Scenario, Empathy Daiki Uehara, Hiromitsu Shimakawa, Fumiko Harada, pages 33–42. -
Having Avatar Nestle to User through Dialogues to Develop Exercise Habits with Intention Maintained
49 Natural Language Processing, Dialogue systems, Motivation Analysis, Habituation, Non-task oriented support Tomoya Yuasa, Fumiko Harada, Hiromitsu Shimakawa, pages 43–52.
14th International Workshop on Computational Optimization
- Communication papers
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Towards Evolutionary Emergence
111 Cartesian genetic programming, self-organization, particle swarm optimization, emergence Jörg Bremer, Sebastian Lehnhoff, pages 55–60. -
Multicriterial evaluation and optimization of an algorithm for charging energy storage elements
55 charging algorithm, energy storage, supercapacitor, voltage balancing Krasimir Kishkin, Dimitar Arnaudov, Venelin Todorov, Stefka Fidanova, pages 61–63. -
The Extended Shift Minimization Personnel Task Scheduling Problem
35 Shift Generation, Shift Minimization, Personnel Task Scheduling Problem, Workforce Scheduling, Metaheuristics Nico Kyngäs, Kimmo Nurmi, pages 65–74. -
Optimized lattice rule and adaptive approach for multidimensional integrals with applications
94 multidimensional integrals, lattice rules, adaptive rules, ecology Venelin Todorov, Ivan Dimov, Stefka Fidanova, Stoyan Poryazov, pages 75–80. -
Optimized Nano Grid Approach for Small Critical Loads
56 Photovoltaics, Microgrids, Traffic lights Daniel Todorov, Venelin Todorov, Stefka Fidanova, pages 81–84. -
Optimized stochastic methods for sensitivity analysis for large-scale air pollution model
51 sensitivity analysis, multidimensional integrals, Monte Carlo methods, air pollution modelling Venelin Todorov, Tzvetan Ostromsky, Ivan Dimov, Rayna Georgieva, pages 85–88. -
Two-Stage Intuitionistic Fuzzy Transportation Problem through the Prism of Index Matrices
76 Index matrix, Intuitionistic fuzzy pairs, Optimal solution, Two-stage transportation problem Velichka Traneva, Stoyan Tranev, pages 89–96. -
Flexible job shop scheduling problem with sequence-dependent transportation constraints and setup times
14 Job shop scheduling, Mixed Integer Programming, Logistics Sacha Varone, David Schindl, Corentin Beffa, pages 97–102. -
Alternatives for greedy discrete subsampling: various approaches including cluster subsampling of COVID-19 data with no response variable
87 discrete subsampling, subsampling, exhaustive subsampling, random subsampling, clustering, greedy algorithms, computational time reducing Lubomír Štěpánek, Filip Habarta, Ivana Malá, Luboš Marek, pages 103–111.
Computer Science and Systems
14th Workshop on Computer Aspects of Numerical Algorithms
- Communication papers
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On new stream algorithms generating sensitive digests of computer files
80 File digest, Message authentication code, Hash function, Cryptographic stability, Extremal graphs, Expanding graphs Vasyl Ustymenko, Oleksandr Pustovit, pages 117–121. -
On computations with Double Schubert Automaton and stable maps of multivariate cryptography
67 multivariate nonlinear polynomial transformations, bijective maps of large order, stable maps, multivariate encryption algorithm, Post Quantum Cryptography Vasyl Ustymenko, pages 123–130.
14th International Symposium on Multimedia Applications and Processing
- Communication papers
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A Comparison between a Relational and a Graph Database in the Context of a Recommendation System
33 relational databases, graph databases, recommendation system Liana Stanescu, pages 133–139.
Network Systems and Applications
5th Workshop on Internet of Things - Enablers, Challenges and Applications
- Position papers
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Connectivity Maintenance in IoT-based Mobile Networks: Approaches and Challenges
102 Internet of Things, Connectivity, Multi-hop Wireless Network, Mobile Networks. Vahid Khalilpour Akram, Moharram Challenger, pages 145–149.
Advances in Information Systems and Technology
- Communication papers
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Medical Steel Fault Prediction Using Deep Learning Techniques
2 Deep learning, Image Augmentation, Neural Networks, Fault Detection, Medical devices Sheik Abdullah A, Selvakumar S, Manoj A, Bhubesh K.R.A., pages 153–158. -
Conception of 4-Component Architecture of Information Systems on Example of Artificial Neural Networks
41 Architecture, Information Systems, Artificial Intelligence Dmitriy Gakh, pages 159–166.
3rd Special Session on Data Science in Health, Ecology and Commerce
- Position papers
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Shorter length of stay keeps the doctor away? About the influence of the length of hospital stay on the recovery
115 length of hospital stay, quality of care, hospital discharge, Diagnosis Related Groups, routine data Felix Krüger, Tobias Schäffer, Gerrit Stahn, pages 169–173. -
Maximum Simulated Likelihood: Don't Stop Believin'?
113 Maximum Simulated Likelihood, Maximum Approximated Likelihood, Simulation Methods, Numerical Integration Christopher Schrey, pages 175–180.
16th Conference on Information Systems Management
- Communication papers
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Assessing Enterprise Governance of Information Technology Maturity Models in Middle East and North Africa Region
39 Maturity Model, EGIT, ITSM, Information Security, Business Continuity, Compliance Mostafa Alshamy, Walid Abdelmoez, Essam Eldean Elfakharany, Hany Ammar, pages 183–190.
27th Conference on Knowledge Acquisition and Management
- Position papers
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Characteristic and comparison of UML, BPMN and EPC based on process models of a training company
139 Business Process Management, BPMN, EPC, UML, process modeling Marcin Nizioł, Piotr Wiśniewski, Krzysztof Kluza, Antoni Ligęza, pages 193–200.
Software, System and Service Engineering
Joint 41st IEEE Software Engineering Workshop and 8th International Workshop on Cyber-Physical Systems
- Position papers
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Towards Energy-aware Cyber-Physical Systems Verification and Optimization
125 Formal verification, Cyber-Physical Systems, Energy optimization & prediction, Safety, Security Reza Soltani, Eun-Young Kang, Juan Esteban Heredia Mena, pages 205–210. - Communication papers
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Decentralized Controller for Software Interconnected System Subject to Malicious Attacks
90 Decentralized control, Software interconnected systems, Event-triggered control, Numenta Hierarchical Temporal Memory Pushkar Kishore, Swadhin Kumar Barisal, Durga Prasad Mohapatra, pages 211–218.
Young Researchers Workshop on Artificial Intelligence and Cybersecurity
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Speech sound detection employing deep learning
146 deep learning, voice activity detection, speech processing Cezary Polak, Jakub Mańkowski, Wiktor Uciński, Patryk Schramka, Mikołaj Mysiakowski, Adam Kurowski, pages 221–222. -
Endoscopy Image Retrieval by Mixer Multi-Layer Perceptron
145 Mixer MLP, medical images classification, medical image retrieval Quoc-Huy Trinh, Minh-Van Nguyen, pages 223–226. -
Applying Machine Translation Methods in the Problem of Automatic Text Correction
142 automatic text correction, machine translation, machine translation system Wojciech Jarmosz, pages 227–228. -
Voice Controlled Games – The approach and challenges of implementing speech recognition and voice control in games
143 Natural Language Processing, Game Development, Voice Control, NLP, Games, Speech to Text, Natural Language Understanding, Voice Controlled Games Dominik Strzałko, pages 229–230. -
Implementation of the game model of the Polish Ekstraklasa team using machine learning techniques
144 artificial intelligence, machine learning, football Jakub Pogodziński, pages 231–231. -
Training of neural machine translation model to apply terminology constraints for language with robust inflection
147 Computer science, Machine Learning, Machine translation, Neural networks Jakub Konieczny, pages 233–234.
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