Software Engineering and Algorithms in Intelligent Systems 1st edition by Radek Silhavy, Petr Silhavy, Zdenka Prokopova 3030633196 9783030633196

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ISBN-10 ‏ : ‎3030633196 

ISBN-13 ‏ : ‎9783030633196

Author:   Radek Silhavy, Petr Silhavy, Zdenka Prokopova 

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.

Software Engineering and Algorithms in Intelligent Systems 1st Table of contents:

1. Visualization of Semistructured Information in Organizing Processes of Management of Large Production Systems
2. The Development of a Model of the Formation of Cybersecurity Outlines Based on Multi Criteria Optimization and Game Theory
3. Measurement of Energy Efficiency Metrics of Data Centers. Case Study: Higher Education Institution of Barranquilla
4. Model of Group Pursuit of a Single Target Based on Following Previously Predicted Trajectories
5. The Method “cut cylinder” for Approximation Round and Cylindrical Shape Objects and Its Comparison with Other Methods
6. Resource Allocation by the Inverse Function Method
7. Economic Assessment of Investment for the Production of Construction Products, Using the Mathematical Model
8. Comparative Analysis of Approaches to Software Identification
9. The Digital Random Signal Simulator
10. Gradient Descent Method Based on the Multidimensional Voxel Images
11. Application of the Wald Sequential Procedure in Automatic Network Control with Distributed Generation
12. Heterostructure Simulation for Optoelectronic Devices Efficiency Improvement
13. Multi-well Deconvolution for Well Test Interpretations
14. Collaborative Filtering Recommendation Systems Algorithms, Strengths and Open Issues
15. A Computational Simulation of Steady Natural Convection in an H-Form Cavity
16. Geometrical Modelling Applied on Particular Constrained Optimization Problems
17. The Mathematical Model for Express Analysis of the Oilfield Development Performance in Waterflooding
18. Numerical Experiments for Stochastic Linear Equations of Higher Order Sobolev Type with White Noise
19. Patterns in Navy Systems Using Autonomous Robotic Systems When Running Missions
20. Renewable Energy and Its Impact on GDP Growth Factors: Spatial Panel Data Analysis of Gross Fixed Capital Formation in Selected EU Countries
21. A Method to Prove the Existence of a Similarity
22. Parametric Methods and Algorithms of Volcano Image Processing
23. Interval Valued Markov Integrated Rhotrix Optimization Using Genetic Algorithm for Predictive Modeling in Weather Forecasting
24. Association of Cardiovascular Events and Blood Pressure and Serum Lipoprotein Indicators Based on Functional Data Analysis as a Personalized Approach to the Diagnosis
25. Identification of Similarities in Approaches to Paired Comparisons in Visual Arts Education
26. Impact of Mobility on Performance of Distributed Max/Min-Consensus Algorithms
27. An Integrated Approach to Assessing the Risk of Malignant Neoplasms for Adults
28. State-of-Health Estimation of Lithium-Ion Batteries with Attention-Based Deep Learning
29. Model for Choosing Rational Investment Strategies, with the Partner’s Resource Data Being Uncertain
30. Modified Method of Ant Colonies Application in Search for Rational Assignment of Employees to Tasks
31. Cognitive Maps of Knowledge Diagnosis as an Element of a Digital Educational Footprint and a Copyright Object
32. Distributions of the Collision Times Between Two Atoms That Have Overcome the Potential Barrier on the Surface
33. Graphical Method of Intellectual Simulation Models’ Analysis on the Basis of Technical Systems’ Testing Results
34. On One Problem for Equation of Oscillator Motion with Viscoelastic Damping
35. Addressing a Problem of Regional Socio-Economic System Control with Growth in the Social and Engineering Fields Using an Index Method for Building a Transitional Period
36. Creating of Feature Dictionary Using Contour Analysis, Moments and Fourier Descriptors for Automated Microscopy
37. Applying an Integral Algorithm for the Evoked P300 Potential Recognition to the Brain-Computer Interface
38. Fractal Analysis of EEG Signals for Identification of Sleep-Wake Transition
39. Investigation of Robust Stability for Fractional-Order LTI Systems with Multilinear Structure of Ellipsoidal Parametric Uncertainty
40. Monitoring the Characteristics of Human Emotional Reactions Based on the Analysis of Attractors Reconstructed According to EEG Patterns
41. A Software Package for Monitoring Human Emotional Reactions and Cognitive Activity by Analyzing Biomedical Signals
42. Ergodicity and Consistency of Statistical Estimates of Poisson Flow Intensity and Stochastic Properties of Medianta
43. Signature Detection and Identification Algorithm with CNN, Numpy and OpenCV
44. Software for Structure Selection of an Artificial Neural Network to Control the Induction Soldering Process
45. Intelligent Real-Time Management of Agrotechnologies
46. Applying Peltier Thermoelectric Coolers to Compensate Temperature Errors of the MEMS Used in UAVs
47. Context-Aware Smart-Contracts for Service Bundles
48. Method of Synthesis of the Information Model of the Judicial Decision Support System
49. Predictive Model of Energy Consumption of a Home
50. Features of Territorial Distribution of Population in Russia
51. Study of Development of the Largest Now Russian Cities Since the End of XIX Century to the Present Time
52. Numerical Optimization of the Galactomannan Sulfation Process with a Sulfamic Acid-Urea Complex
53. Handwritten Digit Recognition by Deep Learning for Automatic Entering of Academic Transcripts
54. Orchestration of Clusters of IoT Devices with Erlang
55. Computational Complexity of Optimal Blocking of a Subset of Vertices in a Directed Graph
56. Computational Analysis and Classification of Road Surface Using Naïve Bayes Classifiers
57. A K-means Bat Algorithm Applied to the Knapsack Problem
58. A K-means Bat Optimisation Algorithm Applied to the Set Covering Problem
59. The Error Analysis for Enterprise Software Application Using Analytic Hierarchy Process and Supervised Learning: A Hybrid Approach on Root Cause Analysis
60. Self-tuning Dichotomy and Bonuses for Renovation
61. On the Question of Modifying Membership Functions
62. A Percentil Gravitational Search Algorithm an Aplication to the Set Covering Problem
63. Principal Component Analysis Enhanced Multi-layer Perceptron for Multi-economic Indicators in Southern African Economic Prediction
64. An Approach for Journal Summarization Using Clustering Based Micro-Summary Generation
65. EEG Recognition Based on Parallel Stacked Denoise Autoencoder and Convolutional Neural Network
66. Personalized Automated Itineraries Generator for Tourism
67. Virtual Training Environments in a Printing Company
68. Sentiment Analysis of Amazon Product Reviews
69. Attendance System with Face Recognition
70. Predicting the Result of a Cricket Match by Applying Data Mining Techniques
71. Clustering of Scientific Activity of Faculty Staff Based on the Results of Publication Activity
72. Machine Learning and Metaheuristics can Collaborate: Image Classification Case Study
73. CLIPS Utilization for Automation of Models’ Translation
74. Mean-Variance Portfolio Optimization Under Parametric Uncertainty
75. Ontology Based Recommendation System for Predicting Cultivation and Harvesting Timings Using Support Vector Regression
76. New Metaheuristic for Priority Guillotine Bin Packing Problem with Incompatible Categories and Sequential Deformation
77. Modelling the Water Jet Trajectory of a Robotic Fire Monitor in the SimInTech Dynamic Modelling Environment
78. Methodological Basics of Yoghurt Formula Development for the Far North Population
79. Improving MapReduce Process by Mobile Agents
80. Industry 4.0 Visual Tools for Digital Twin System Design
81. Ontological Model for Risks Assessment of the Stages of a Smart-Technology for Predicting the “Structure-Property” Dependence of Drug Compounds
82. An Iterative Approach for Crowdsourced Semantic Labels Aggregation
83. Selection of the Most Informative Genes in the Task of Cancer Tumors Recognition Based on the Gene Expression Profile
84. Assessment of the Possibility of Reception Errors of Aperiodic Pseudo-Random Sequences in the Arranged Countermeasures
85. Training and Application of Neural-Network Language Model for Ontology Population
86. Skewness in Applied Analysis of Normality
87. Gradient-Based Algorithm for Parametric Optimization of Variable-Structure PI Controller When Usi

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