Information systems architecture and technology : proceedings of 39th International Conference on Information Systems Architecture and Technology -- ISAT 2018. Part III

This three-volume set of books highlights major advances in the development of concepts and techniques in the area of new technologies and architectures of contemporary information systems. Further, it helps readers solve specific research and analytical problems and glean useful knowledge and business value from the data. Each chapter provides an analysis of a specific technical problem, followed by a numerical analysis, simulation and implementation of the solution to the real-life problem. Managing an organisation, especially in today’s rapidly changing circumstances, is a very complex process. Increased competition in the marketplace, especially as a result of the massive and successful entry of foreign businesses into domestic markets, changes in consumer behaviour, and broader access to new technologies and information, calls for organisational restructuring and the introduction and modification of management methods using the latest advances in science. This situation has prompted many decision-making bodies to introduce computer modelling of organisation management systems. The three books present the peer-reviewed proceedings of the 39th International Conference “Information Systems Architecture and Technology” (ISAT), held on September 16–18, 2018 in Nysa, Poland. The conference was organised by the Computer Science and Management Systems Departments, Faculty of Computer Science and Management, Wroclaw University of Technology and Sciences and University of Applied Sciences in Nysa, Poland. The papers have been grouped into three major parts: **Part I**—discusses topics including but not limited to Artificial Intelligence Methods, Knowledge Discovery and Data Mining, Big Data, Knowledge Based Management, Internet of Things, Cloud Computing and High Performance Computing, Distributed Computer Systems, Content Delivery Networks, and Service Oriented Computing. **Part II**—addresses topics including but not limited to System Modelling for Control, Recognition and Decision Support, Mathematical Modelling in Computer System Design, Service Oriented Systems and Cloud Computing, and Complex Process Modelling. **Part III**—focuses on topics including but not limited to Knowledge Based Management, Modelling of Financial and Investment Decisions, Modelling of Managerial Decisions, Production Systems Management and Maintenance, Risk Management, Small Business Management, and Theories and Models of Innovation. Front Matter ....Pages i-xvi Front Matter ....Pages 1-1 Model Order Reduction Adapted to Steel Beams Filled with a Composite Material (Paweł Dunaj, Michał Dolata, Stefan Berczyński)....Pages 3-13 Case-Based Parametric Analysis: A Method for Design of Tailored Forming Hybrid Material Component (Renan Siqueira, Mehdi Bibani, Iryna Mozgova, Roland Lachmayer)....Pages 14-28 Optimal Design of Colpitts Oscillator Using Bat Algorithm and Artificial Neural Network (BA-ANN) (E. N. Onwuka, S. Aliyu, M. Okwori, B. A. Salihu, A. J. Onumanyi, H. Bello-Salau)....Pages 29-38 An Adaptive Observer State-of-Charge Estimator of Hybrid Electric Vehicle Li-Ion Battery - A Case Study (Roxana-Elena Tudoroiu, Mohammed Zaheeruddin, Nicolae Tudoroiu)....Pages 39-48 Properties of One Method for the Spline Approximation (I. O. Astionenko, P. I. Guchek, A. N. Khomchenko, O. I. Litvinenko, G. Ya. Tuluchenko)....Pages 49-60 An Effective Algorithm for Testing of O–Codes (Ho Ngoc Vinh)....Pages 61-70 On Transforming Unit Cube into Tree by One-Point Mutation (Zbigniew Pliszka, Olgierd Unold)....Pages 71-82 Front Matter ....Pages 83-83 CNN Based Traffic Sign Recognition for Mini Autonomous Vehicles (Yusuf Satılmış, Furkan Tufan, Muhammed Şara, Münir Karslı, Süleyman Eken, Ahmet Sayar)....Pages 85-94 Parallel Processing of Computed Tomography Images (Dawid Połap, Marcin Woźniak)....Pages 95-104 Singular Value Decomposition and Principal Component Analysis in Face Images Recognition and FSVDR of Faces (Katerina Fronckova, Pavel Prazak, Antonin Slaby)....Pages 105-114 Model and Software Tool for Estimation of School Children Psychophysical Condition Using Fuzzy Logic Methods (Dmytro Marchuk, Viktoriia Kovalchuk, Kateryna Stroj, Inna Sugonyak)....Pages 115-124 The Artifact Subspace Reconstruction (ASR) for EEG Signal Correction. A Comparative Study (Malgorzata Plechawska-Wojcik, Monika Kaczorowska, Dariusz Zapala)....Pages 125-135 The Study of Dynamic Objects Identification Algorithms Based on Anisotropic Properties of Generalized Amplitude-Phase Images (Viktor Vlasenko, Sławomir Stemplewski, Piotr Koczur)....Pages 136-144 Modeling of Scientific Publications Disciplinary Collocation Based on Optimistic Fuzzy Aggregation Norms (Oleksandr Sokolov, Wiesława Osińska, Aleksandra Mreła, Włodzisław Duch)....Pages 145-153 Front Matter ....Pages 155-155 Declarative Modeling of a Milk-Run Vehicle Routing Problem for Split and Merge Supply Streams Scheduling (G. Bocewicz, P. Nielsen, Z. Banaszak)....Pages 157-172 Energy Consumption in Unmanned Aerial Vehicles: A Review of Energy Consumption Models and Their Relation to the UAV Routing (Amila Thibbotuwawa, Peter Nielsen, Banaszak Zbigniew, Grzegorz Bocewicz)....Pages 173-184 Agile Approach in Crisis Management – A Case Study of the Anti-outbreak Activities Preventing an Epidemic Crisis (Jan Betta, Stanisław Drosio, Dorota Kuchta, Stanisław Stanek, Agnieszka Skomra)....Pages 185-195 Multiple Criteria Optimization for Emergency Power Supply System Management Under Uncertainty (Grzegorz Filcek, Maciej Hojda, Joanna Gąbka)....Pages 196-206 Overcoming Challenges in Hybrid Simulation Design and Experiment (Jacek Zabawa, Bożena Mielczarek)....Pages 207-217 Medium-Term Electric Energy Demand Forecasting Using Generalized Regression Neural Network (Paweł Pełka, Grzegorz Dudek)....Pages 218-227 Factors Affecting Energy Consumption of Unmanned Aerial Vehicles: An Analysis of How Energy Consumption Changes in Relation to UAV Routing (Amila Thibbotuwawa, Peter Nielsen, Banaszak Zbigniew, Grzegorz Bocewicz)....Pages 228-238 Front Matter ....Pages 239-239 Computer Based Methods and Tools for Armed Forces Structure Optimization (Andrzej Najgebauer, Ryszard Antkiewicz, Dariusz Pierzchała, Jarosław Rulka)....Pages 241-254 An Application for Supporting the Externalisation of Expert Knowledge (Adam Dudek, Justyna Patalas-Maliszewska)....Pages 255-265 Cognition and Decisional Experience to Support Safety Management in Workplaces (Caterine Silva de Oliveira, Cesar Sanin, Edward Szczerbicki)....Pages 266-275 Big Data Approach to Analyzing Job Portals for the ICT Market (Celina M. Olszak, Paweł Lorek)....Pages 276-285 A Parallel Algorithm for Mining High Utility Itemsets (Trinh D. D. Nguyen, Loan T. T. Nguyen, Bay Vo)....Pages 286-295 Use of the EPSILON Decomposition and the SVD Based LSI Techniques for Reduction of the Large Indexing Structures (Damian Raczyński, Włodzimierz Stanisławski)....Pages 296-307 Minimax Decision Rules for Identifying an Unknown Distribution of a Random Variable (Ireneusz Jóźwiak, Jerzy Legut)....Pages 308-317 Front Matter ....Pages 319-319 Decision Making Model Based on Neural Network with Diagonalized Synaptic Connections (R. Peleshchak, V. Lytvyn, I. Peleshchak, R. Olyvko, J. Korniak)....Pages 321-329 Computational Investigation of Probabilistic Learning Task with Use of Machine Learning (Justyna Częstochowska, Marlena Duda, Karolina Cwojdzińska, Jarosław Drapała, Dorota Frydecka, Jerzy Świątek)....Pages 330-339 Evaluation of the Prediction-Based Approach to Cost Reduction in Mutation Testing (Joanna Strug, Barbara Strug)....Pages 340-350 Optimization of Decision Rules Relative to Length - Comparative Study (Beata Zielosko, Krzysztof Żabiński)....Pages 351-360 Comparison of Fuzzy Multi Criteria Decision Making Approaches in an Intelligent Multi-agent System for Refugee Siting (Maria Drakaki, Hacer Güner Gören, Panagiotis Tzionas)....Pages 361-370 Selected Aspects of Crossover and Mutation of Binary Rules in the Context of Machine Learning (Bartosz Skobiej, Andrzej Jardzioch)....Pages 371-381 Back Matter ....Pages 383-384 This three-volume set of books highlights major advances in the development of concepts and techniques in the area of new technologies and architectures of contemporary information systems. Further, it helps readers solve specific research and analytical problems and glean useful knowledge and business value from the data. Each chapter provides an analysis of a specific technical problem, followed by a numerical analysis, simulation and implementation of the solution to the real-life problem. Managing an organisation, especially in today’s rapidly changing circumstances, is a very complex process. Increased competition in the marketplace, especially as a result of the massive and successful entry of foreign businesses into domestic markets, changes in consumer behaviour, and broader access to new technologies and information, calls for organisational restructuring and the introduction and modification of management methods using the latest advances in science. This situation has prompted many decision-making bodies to introduce computer modelling of organisation management systems. The three books present the peer-reviewed proceedings of the 39th International Conference “Information Systems Architecture and Technology” (ISAT), held on September 16–18, 2018 in Nysa, Poland. The conference was organised by the Computer Science and Management Systems Departments, Faculty of Computer Science and Management, Wroclaw University of Technology and Sciences and University of Applied Sciences in Nysa, Poland. The papers have been grouped into three major parts: Part I —discusses topics including but not limited to Artificial Intelligence Methods, Knowledge Discovery and Data Mining, Big Data, Knowledge Based Management, Internet of Things, Cloud Computing and High Performance Computing, Distributed Computer Systems, Content Delivery Networks, and Service Oriented Computing. Part II —addresses topics including but not limited to System Modelling for Control, Recognition and Decision Support, Mathematical Modelling in Computer System Design, Service Oriented Systems and Cloud Computing, and Complex Process Modelling. Part III —focuses on topics including but not limited to Knowledge Based Management, Modelling of Financial and Investment Decisions, Modelling of Managerial Decisions, Production Systems Management and Maintenance, Risk Management, Small Business Management, and Theories and Models of Innovation. This three-volume set of books highlights major advances in the development of concepts and techniques in the area of new technologies and architectures of contemporary information systems. Further, it helps readers solve specific research and analytical problems and glean useful knowledge and business value from the data. Each chapter provides an analysis of a specific technical problem, followed by a numerical analysis, simulation and implementation of the solution to the real-life problem. Managing an organisation, especially in today rapidly changing circumstances, is a very complex process. Increased competition in the marketplace, especially as a result of the massive and successful entry of foreign businesses into domestic markets, changes in consumer behaviour, and broader access to new technologies and information, calls for organisational restructuring and the introduction and modification of management methods using the latest advances in science. This situation has prompted many decision-making bodies to introduce computer modelling of organisation management systems. The three books present the peer-reviewed proceedings of the 39th International Conference zInformation Systems Architecture and Technologyy (ISAT), held on September 16-18 2018 in Nysa, Poland. The conference was organised by the Computer Science and Management Systems Departments, Faculty of Computer Science and Management, Wroclaw University of Technology and Sciences and University of Applied Sciences in Nysa, Poland. The papers have been grouped into three major parts: Part I - discusses topics including but not limited to Artificial Intelligence Methods, Knowledge Discovery and Data Mining, Big Data, Knowledge Based Management, Internet of Things, Cloud Computing and High Performance Computing, Distributed Computer Systems, Content Delivery Networks, and Service Oriented Computing. Part II - addresses topics including but not limited to System Modelling for Control, Recognition and Decision Support, Mathematical Modelling in Computer System Design, Service Oriented Systems and Cloud Computing, and Complex Process Modelling. Part III - focuses on topics including but not limited to Knowledge Based Management, Modelling of Financial and Investment Decisions, Modelling of Managerial Decisions, Production Systems Management and Maintenance, Risk Management, Small Business Management, and Theories and Models of Innovation