Information Systems Architecture and Technology: Proceedings of 40th Anniversary International Conference on Information Systems Architecture and Technology – ISAT 2019: Part II

Description

This three-volume book highlights significant advances in the development of new information systems technologies and architectures. Further, it helps readers solve specific research and analytical problems and glean useful knowledge and business value from 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-world problem. Managing an organization, especially in today’s rapidly changing environment, is a highly 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 scientific advances. This situation has prompted various decision-making bodies to introduce computer modelling of organization management systems. This book presents the peer-reviewed proceedings of the 40th Anniversary International Conference “Information Systems Architecture and Technology” (ISAT), held on September 15–17, 2019, in Wrocław, Poland. The conference was organised by the Computer Science Department, Faculty of Computer Science and Management, Wroclaw University of Sciences and Technology, and University of Applied Sciences in Nysa, Poland. The papers have been grouped into three major sections: 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 various topics, such as 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 a number of themes, like 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-xv Front Matter ....Pages 1-1 Synthesis of No-Wait Cyclic Schedules for Cascade-Like Systems of Repetitive Processes with Fixed Periods (Robert Wójcik, Grzegorz Bocewicz, Zbigniew Banaszak)....Pages 3-15 Robust Competence Allocation for Multi-project Scheduling (Grzegorz Bocewicz, Jarosław Wikarek, Paweł Sitek, Zbigniew Banaszak)....Pages 16-30 Calculation of Labour Input in Multivariant Production with Use of Simulation (Joanna Kochańska, Dagmara Górnicka, Anna Burduk)....Pages 31-40 Production Resources Utilization Improvement with the Use of Simulation Modelling (Dagmara Górnicka, Joanna Kochańska, Anna Burduk)....Pages 41-50 Numerical Studies on the Effectiveness of Optimization Algorithms to Identify the Parameters of Machine Tool Hybrid Body Structural Component Model (Paweł Dunaj, Stefan Berczyński, Sławomir Marczyński)....Pages 51-61 The Use of Knowledge-Based Engineering Systems and Artificial Intelligence in Product Development: A Snapshot (Stefan Plappert, Paul Christoph Gembarski, Roland Lachmayer)....Pages 62-73 State Machine of a Redundant Computing Unit Operating as a Cyber-Physical System Control Node with Hot-Standby Redundancy (Jacek Stój)....Pages 74-85 Front Matter ....Pages 87-87 Estimation of the Characteristics of the Stochastic Interconnection of Meteorological Elements of an Aerodrome for Solving Problems of Forecasting Flight Conditions (N. F. Khalimon, D. P. Kucherov, I. V. Ogirko)....Pages 89-100 From Interactive Simulations Towards Decision Patterns in Conflict Situations (Andrzej Najgebauer)....Pages 101-114 Sequential Function Chart to Function Block Diagram Transformation with Explicit State Representation (Maciej Hojda, Grzegorz Filcek, Grzegorz Popek)....Pages 115-124 Online Environment for Prototyping and Testing Graph and Network Algorithms (Kamil Banach, Rafał Kasprzyk)....Pages 125-134 Evolutionary Strategies of Intelligent Agent Training (Assel Akzhalova, Atsushi Inoue, Dmitry Mukharsky)....Pages 135-145 An Optimization Algorithm Based on Multi-free Dynamic Schema of Chromosomes (Radhwan Al-Jawadi, Marcin Studniarski, Aisha Younus)....Pages 146-156 Front Matter ....Pages 157-157 Scientists’ Contribution to Science and Methods of Its Visualization (Oleksandr Sokolov, Veslava Osińska, Aleksandra Mrela, Włodzisław Duch, Marcin Burak)....Pages 159-168 Towards a Pragmatic Model of an Artificial Conversational Partner: Opening the Blackbox (Baptiste Jacquet, Jean Baratgin)....Pages 169-178 Random Forests in a Glassworks: Knowledge Discovery from Industrial Data (Galina Setlak, Lukasz Pasko)....Pages 179-188 Predicting Suitable Time for Sending Marketing Emails (Ján Paralič, Tomáš Kaszoni, Jakub Mačina)....Pages 189-196 Different Hierarchical Clustering Methods in Basic-Level Extraction Using Multidendrogram (Mariusz Mulka, Wojciech Lorkiewicz)....Pages 197-207 Elimination of Redundant Association Rules (Bemarisika Parfait, Totohasina André)....Pages 208-218 Front Matter ....Pages 219-219 A Kernel Iterative K-Means Algorithm (Bernd-Jürgen Falkowski)....Pages 221-232 Research on the Development of Expert Systems Using Artificial Intelligence (Rustam A. Burnashev, Ruslan G. Gabdrahmanov, Ismail F. Amer, Galim Z. Vakhitov, Arslan I. Enikeev)....Pages 233-242 Machine-Learning and R in Plastic Surgery – Evaluation of Facial Attractiveness and Classification of Facial Emotions (Lubomír Štěpánek, Pavel Kasal, Jan Měšťák)....Pages 243-252 Recognition of Antisocial Behavior in Online Discussions (Kristína Machová, Dominik Kolesár)....Pages 253-262 Evaluation of the Classifiers in Multiparameter and Imbalanced Data Sets (Piotrowska Ewelina)....Pages 263-273 Front Matter ....Pages 275-275 Time of Flight Camera Calibration and Obstacle Detection Application for an Autonomous Vehicle (Leanne Miller, Antonio Ros García, Pedro J. Navarro Lorente, Carlos Fernández Andrés, Raúl Borraz Morón)....Pages 277-286 The Implementation of a Convolutional Neural Network for the Detection of the Transmission Towers Using Satellite Imagery (Paweł Michalski, Bogdan Ruszczak, Pedro Javier Navarro Lorente)....Pages 287-299 The Image Classification of Workstation Instructions Using Convolutional Neural Networks (Daniel Halikowski, Justyna Patalas-Maliszewska)....Pages 300-309 Automatic Tissue Type Classification in Large-Scale Microscopic Images Using Zernike Moments (Aneta Górniak, Ewa Skubalska-Rafajłowicz)....Pages 310-319 Enhanced Hierarchical Multi-resolution Imaging (P. Joy Prabhakaran)....Pages 320-329 Prefiltration Analysis for Image Recognition Algorithms for the Android Mobile Platform (Kamil Buczel, Jolanta Wrzuszczak-Noga)....Pages 330-339 Back Matter ....Pages 341-342