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软件工程中的智能系统应用:系统与软件2019年第3计算方法学报,第1卷-Intelligent Systems Applications in Software Engineering: Procee

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标题(title):Intelligent Systems Applications in Software Engineering: Proceedings of 3rd Computational Methods in Systems and Software 2019, Vol. 1
软件工程中的智能系统应用:系统与软件2019年第3计算方法学报,第1卷
作者(author):Radek Silhavy, Petr Silhavy, Zdenka Prokopova
出版社(publisher):Springer International Publishing
大小(size):48 MB (50550373 bytes)
格式(extension):pdf
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This book presents real-world problems and exploratory research that describes novel approaches in software engineering, cybernetics and algorithms in the context of intelligent systems.

It constitutes the refereed proceedings of the 3rd Computational Methods in Systems and Software 2019 (CoMeSySo 2019) conference, a groundbreaking online conference that provides an international forum for discussing the latest high-quality research results.


Table of contents :
Front Matter ....Pages i-xiv
Predictive Controller Based on Feedforward Neural Network with Rectified Linear Units (Petr Dolezel, Daniel Honc, Dominik Stursa)....Pages 1-12
Using Growing Neural Gas Networks for Clustering of Web Data as a Foundation for Marketing Automation in Brick-and-Mortar Retailing (Felix Weber)....Pages 13-27
Development Method of Building a Modular Simulator of Quantum Computations and Algorithms (Vyacheslav Guzik, Sergey Gushanskiy, Viktor Potapov)....Pages 28-36
A Technique of Workload Distribution Based on Parallel Algorithm Structure Ontology (A. B. Klimenko, I. B. Safronenkova)....Pages 37-48
Preprocessing CT Images for Virtual Reality Based on MATLAB (Jan Kohout, Jan Egermaier, Nad’a Tylová, Jan Mareš)....Pages 49-57
A PRP-HS Type Hybrid Nonlinear Conjugate Gradient Method for Solving Unconstrained Optimization Problems (Olawale J. Adeleke, Micheal O. Olusanya, Idowu A. Osinuga)....Pages 58-68
Efficient Sensory Data Transformation: A Big Data Approach (Akram Pasha, P. H. Latha)....Pages 69-82
Software Architecture as a Thinging Machine: A Case Study of Monthly Salary System (Sabah Al-Fedaghi, Majd Makdessi)....Pages 83-97
GPA-ES Algorithm Modification for Large Data (Tomas Brandejsky)....Pages 98-106
Periodic Formation Within a Large Group of Mobile Robots in Conditions of Limited Communications (Donat Ivanov)....Pages 107-112
Aligning Decision Analytics with Business Goals: The Case of Incident Management (Vanja Bevanda)....Pages 113-124
Influencing Factors of Mobile Technology Adoption by Small Holder Farmers in Zimbabwe (Fine Masimba, Martin Appiah, Tranos Zuva)....Pages 125-134
Context-Sensitive Case-Based Software Security Management System (Mamdouh Alenezi, Faraz Idris Khan)....Pages 135-141
Performance Evaluation of Hardware Unit for Fast IP Packet Header Parsing (Danijela Efnusheva)....Pages 142-154
Classification and Reduction of Hyperspectral Images Based on Motley Method (Maria Merzouqi, Elkebir Sarhrouni, Ahmed Hammouch)....Pages 155-164
Algorithm and Improved Methodology for Clustering Data with Self-learning Elements for Intrusion Detection Systems (Valeriy Lakhno, Timur Kartbaev, Aliya Doszhanova, Feruza Malikova, Zhuldyz Alimseitova, Sharapatdin Tolybayev et al.)....Pages 165-173
Obtaining Generic Petri Net Models of Railway Signaling Equipment (İlker Üstoğlu, Daniel Töpel, Mustafa Seckin Durmus, Roman Yurievich Tsarev, Kirill Yurievich Zhigalov)....Pages 174-188
Use of Multiple Data Sources in Collaborative Data Mining (Carmen Anton, Oliviu Matei, Anca Avram)....Pages 189-198
Framework for Controlling Interference and Power Consumption on Femto-Cells In-Wireless System (P. T. Sowmya Naik, K. N. Narasimha Murthy)....Pages 199-208
Model-Based Prediction of the Size, the Language and the Quality of the Web Domains (Rexhep Shijaku, Ercan Canhasi)....Pages 209-225
Smart Injector Well Optimization for a Non-communicating Reservoir (D. A. Oladepo, C. T. Ako, O. D. Orodu, O. J. Adeleke, A. S. Fadairo)....Pages 226-232
Towards Ontology Engineering Based on Transformation of Conceptual Models and Spreadsheet Data: A Case Study (Nikita O. Dorodnykh, Aleksandr Yu. Yurin)....Pages 233-247
An Approach for Distributed Reasoning on Security Incidents in Critical Information Infrastructure with Intelligent Awareness Systems (Maria A. Butakova, Andrey V. Chernov, Petr S. Shevchuk)....Pages 248-255
A New Approach Towards Developing a Prescriptive Analytical Logic Model for Software Application Error Analysis (Wong Hoo Meng, Sagaya Sabestinal Amalathas)....Pages 256-274
An Analytical Modeling for Boosting Malicious Mobile Agent Participation in Mobile Adhoc Network (B. K. Chethan, M. Siddappa, H. S. Jayanna)....Pages 275-284
Natural Language Search and Associative-Ontology Matching Algorithms Based on Graph Representation of Texts (Sergey Kuleshov, Alexandra Zaytseva, Alexey Aksenov)....Pages 285-294
Measurable Changes of Voice After Voice Disorder Treatment (Milan Jičínský, Jan Mareš)....Pages 295-305
Optimization of the Novelty Detection Model Based on LSTM Autoencoder for ICS Environment (Jan Vavra, Martin Hromada)....Pages 306-319
Self-organising Clusters in Edge Computing (Luís Nogueira, Jorge Coelho)....Pages 320-332
IT Technologies and Automation as Factors in Increasing Labor Productivity at Industrial Enterprises (Dmitry Malyshev)....Pages 333-340
The Similarity of European Cities Based on Image Analysis (Zdena Dobesova)....Pages 341-348
The Compare of Solo Programming Strategies in a Scrum Team: A Multi-agent Simulation Tool for Scrum Team Dynamics (Zhe Wang)....Pages 349-375
Characteristics of Updating Route Information of Networks with Variable Topology (Vyacheslav Borodin, Vyacheslav Shevtsov, Alexander Petrakov, Timofey Shevgunov)....Pages 376-384
Prediction-Based Fast Simulation with a Lightweight Solver for EV Batteries (Donggu Kyung, Inwhee Joe)....Pages 385-392
Thermal Process Control Using Neural Model and Genetic Algorithm (Daniel Honc, Petr Doležel, Jan Merta)....Pages 393-403
Adaptation of Open Up in the Scrum Framework to Improve Compliance in Scope, Risk Management and Delivery Times in Software Development Projects (Omar L. Loaiza, José M. De León)....Pages 404-418
Automated Extraction and Visualization of Spatial Data Obtained by Analyzing Texts About Projects of Arctic Transport Logistics Development (A. V. Vicentiy, V. V. Dikovitsky, M. G. Shishaev)....Pages 419-433
Multi-agent System in Smart Econometric Environment (Jan Tyrychtr, Martin Pelikán, Roman Kvasnička, Veronika Ander, Tomáš Benda, Ivan Vrana)....Pages 434-442
Organization of Secure Telecommunication Networks in Groups of Mobile Robots Based on Chaos and Blockchain Technologies (Vladimir Shabanov)....Pages 443-448
Markdown Optimization—A Taxonomy and Realization of the Economic Decision Problem (Felix Weber, Reinhard Schütte)....Pages 449-460
AAC Intervention on Verbal Language in Children with Autism Spectrum Disorders (Pavel Zlatarov, Galina Ivanova, Desislava Baeva)....Pages 461-469
Using Autoregressive Integrated Moving Average (ARIMA) for Prediction of Time Series Data (Dmitrii Borkin, Martin Nemeth, Andrea Nemethova)....Pages 470-476
An Approach to the Models Translation Intelligent Support for Its Reuse (Maxim Polenov, Artem Kurmaleev, Alexander Gorbunov, Vladimir Pereverzev)....Pages 477-483
A Review of Use Case-Based Development Effort Estimation Methods in the System Development Context (Ho Le Thi Kim Nhung, Huynh Thai Hoc, Vo Van Hai)....Pages 484-499
Back Matter ....Pages 501-502
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