Software Engineering Perspectives in Intelligent Systems: Proceedings of 4th Computational Methods in Systems and Software 2020, Vol.1Radek Silhavy, Petr Silhavy, Zdenka Prokopova Springer Nature, 15 dec 2020 - 1150 pagina's This book constitutes the refereed proceedings of the 4th Computational Methods in Systems and Software 2020 (CoMeSySo 2020) proceedings. Software engineering, computer science and artificial intelligence are crucial topics for the research within an intelligent systems problem domain. The CoMeSySo 2020 conference is breaking the barriers, being held online. CoMeSySo 2020 intends to provide an international forum for the discussion of the latest high-quality research results. |
Inhoudsopgave
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Development of a Scheme of a Hardware Accelerator of Quantum Computing for Correction Quantum Types of Errors | 64 |
Digital Signage Case | 74 |
Development of a Web Application of Facilitate Multidisciplinary Rehabilitation of Children with Cleft Lip and Palate | 87 |
Quality Assessment Method for GAN Based on Modified Metrics Inception Score and Fréchet Inception Distance | 102 |
Recognition Recipes with Deep Machine Learning | 615 |
Computer Simulation of the Structural Properties of Energetic Materials Using High Performance Computing | 623 |
Some New Approaches to Comparative Evaluation of Algorithms for Calculating Distances Between Genomic Sequences | 633 |
Introduction and the General Description of the Algorithms | 643 |
Effect of Bitcoin Volatility on Altcoins Pricing | 652 |
Development of Image Dataset Using Hand Gesture Recognition System for Progression of Sign Language Translator | 665 |
Component of Decision Support Subsystem for Monitoring and Predicting of Hazardous Processes at the Base of Analysis of Macro Zoobenthos Co... | 676 |
Cognitive Model for Monitoring and Predicting Dangerous Natural Processes for Hydro Ecosystem Analysis | 688 |
On Systematics of the Information Security of Software Supply Chains | 115 |
The ActorNetwork Perspective | 130 |
3D Face Capture for Rehabilitation Progress Assessment After Brain Surgery | 143 |
An Ontological Approach to the Text Sample Size Adaptation for the False Pseudonyms Detection | 150 |
Paradigm Impact on Software Design Decisions | 159 |
Deep Neural Network Acoustic Model Baseline for CharacterLevel Transcription of Naturally Spoken Czech Language | 170 |
Problems of Software Developing for the Automation of Scientific Activities | 186 |
E Learning Readiness Frameworks and Models | 200 |
Arabic Question Answering System Using Graph Ontology | 212 |
Application to the Port of Corisco Equatorial Guinea | 225 |
Comparative Analysis of Products for Testing Software | 242 |
A Novel Adaptive WebBased Environment to Help Deafblind Individuals in Accessing the Web and Lifelong Learning | 253 |
Impact of Agile Methodology Use on Project Success in Organizations A Systematic Literature Review | 267 |
Fingerprint Alteration Classification Using Convolutional Neural Network | 281 |
Numerical Modeling of the WaveStructure Interaction Using the Boundary Element Method | 292 |
Transition from Serverfull to Serverless Architecture in CloudBased Software Applications | 304 |
Comparison of Document Generation Algorithms Using the DocsasCode Approach and Using a Text Editor | 315 |
A Proactive University Library Book Recommender System | 327 |
Conflict Resolution in Process Models Merging | 336 |
A Review | 346 |
A Model for Effectively Teaching Information Technology | 357 |
Identifying Wood Types Using Convolutional Neural Network | 372 |
Mathematical Model of Heat and Mass Transfer in a Colloidal Suspension with Nanoparticles | 382 |
Review of Current Data Mining Techniques Used in the Software Effort Estimation | 393 |
Dispatching GPU Distributed Computing When Modeling Large Network Communities of Agents | 409 |
OIDC Authentication for Educational Purposes and Solving Problems for Localization of Faults in Combinational Circuits | 419 |
Users Activity Time Series Features on Social Media | 430 |
Architecture of the Decision Support System for Personnel Security of the Regional Mining and Chemical Cluster | 442 |
FaultTolerant Management for the Edge Devices on the Basis of Consensus with Elected Leader | 464 |
Simulation of Digital Logic Principles Using DCBLPy with IoT in Packet Tracer | 475 |
An Algorithm for Constructing an Efficient Investment Portfolio | 482 |
Development of an Intelligent Ensemble Forecasting System | 491 |
Intelligent Methods for Predicting Financial Time Series | 501 |
ASCAnalysis of the Dependence of Volume and Structure of Highly Productive Dairy Cattle Incidence in Krasnodar Region | 510 |
Detecting the Abrupt Change in the Bandwidth of a FastFluctuating Gaussian Random Process | 527 |
Cognitive Interaction of Robot Communities Simulation Modeling | 542 |
Construction of an Automated Process Control System for the Exploitation of Oil and Gas Fields in a Heterogeneous Information Environment | 555 |
Mobile Robots Groups Use for Monitoring and Data Collection in Continuous Missions with Limited Communications | 571 |
The Analysis of EEG Signal and Comparison of Classification Algorithms Using Machine Learning Methods | 582 |
The Analysis of EEG Signal and Finding Correlations Between RightHanded and LeftHanded People | 591 |
Research of Data Analysis Techniques for Vibration Monitoring of Technological Equipment | 598 |
Using the Mathematical Modeling Method for Forecasting Severe Bronchial Obstruction Syndrome with ARVI in Children | 606 |
Application of the GERT Method to Visualize the Process of Managing Receivables and Payables of an Enterprise | 696 |
Predicting Default Probability of Banks Corporate Clients in the Czech Republic Comparison of Generalized Additive Models and Support Vector Ma... | 709 |
Data Harmonization for Heterogeneous Datasets in Big Data A Conceptual Model | 723 |
A Productivity Optimising Model for Improving Software Effort Estimation | 735 |
AdamOptimizer for the Optimisation of Use Case Points Estimation | 747 |
An Evaluation of Technical and Environmental Complexity Factors for Improving Use Case Points Estimation | 757 |
A Systematic Literature Review | 769 |
The Price Determinants of Bitcoin as a New Digital Form of Money | 784 |
Cyber Safety Awareness Framework for South African Schools | 793 |
DecisionMakingBased Modeling of Auxiliary Diagnosis of Ischemic Stroke in Recovery Period | 809 |
The Proposal of Customized Convolutional Neural Network Using for Image Blur Recognition | 821 |
Statistical Characteristics of Decisions Made by a Neural Network Molecule with Quadrant Quantization and a Molecule with Data Quantization by T... | 829 |
The Example of Digital Compulsory ThirdParty Motor Insurance | 836 |
Using an Expert Panel to Validate the Malaysian SMEsSoftware Process Improvement Model MSMESPI | 844 |
Single Disease DRGs Based on Hospitalization Costs of Hypertensive Patients | 860 |
Burst Detection in Social Media Communities | 871 |
Assessment of Biomedical Risk Factors Associated with Adverse Pregnancy Outcomes | 883 |
NGBoost Interpretation Using LIME for Alcoholic EEG Signal Based on GLDM Feature Extraction | 894 |
Modeling of Product Heating at the Stage of Beam Input in the Process of Electron Beam Welding Using the COMSOL Multiphysics System | 905 |
Breaking Microsoft Azure Information Protection Viewer Using Memory Dump | 913 |
Comparison of Various NoSQL Databases for Unstructured Industrial Data | 921 |
Topic Clustering of Social Media Using Multilayer Text Analysis | 931 |
Searching the Hyperheuristic for the Traveling Salesman Problem with Time Windows by Genetic Programming | 939 |
A Multicriteria Model Application in the Prioritization of Processes for Automation in the Scenario of Intelligence and Investigation Units | 947 |
On the Scheduling of Industrial IoT Tasks in a Fog Computing Environment | 966 |
IMC Strategy Using Neural Networks for 3D Printer Bed Temperature Control | 979 |
A Comparison of Processes and Threads Creation | 990 |
Planning and Approving Corporate Resource Development | 998 |
An Empirical Study of Growth Factors | 1011 |
Combining Earth Remote Sensing and Land Wireless Sensor Networks Data in Smart Agriculture Information Products | 1023 |
A Model for the Operating Management of the Aircraft Maintenance Composition | 1032 |
The Problem of Rational Allocation of Resources for Replacing Aircraft | 1042 |
Data Science Around the Indexed Literature Perspective | 1051 |
Comprehensive Assessment of a Student Using Neural Network Algorithms for Students of Technical Specialities and Areas of Training | 1066 |
A Review on Intenet of Things Smart Homes Challenges Open Issues and Countermeasures | 1073 |
Applying Bayesian Network to Assess the Levels of Skills Mastering in Adaptive Dynamic OERSystems | 1090 |
Clustering Large DataSet to Prediction Business Metrics | 1117 |
Multiple Radiotechnical System for the Takeoff and Landing Zones of Unmanned Aerial Vehicles | 1128 |
Patterns of LongTerm Dynamics of World Gold Production | 1137 |
Author Index | 1146 |
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