Annals of Computer Science and Information Systems, Volume 32

Volume 31 Volume 33

Communication Papers of the 17th Conference on Computer Science and Intelligence Systems

Complete FedCSIS Communication Papers (PDF, 18.562 M)

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Preface

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.