Software Engineering Perspectives in Intelligent Systems: Proceedings of 4th Computational Methods in Systems and Software 2020, Vol.2 Radek 3030633195 9783030633196

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Product details:

• ISBN 10: 3030633195
• ISBN 13: 9783030633196
• Author: Radek Silhavy

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.

Table of contents:

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

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