Advances in Intelligent Systems and Computing III

Name: Advances in Intelligent Systems and Computing III | Selected Papers from the International Conference on Computer Science and Information Technologies, CSIT 2018, September 11-14, Lviv, Ukraine
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Selected Papers from the International Conference on Computer Science and Information Technologies, CSIT 2018, September 11-14, Lviv, Ukraine

Natalia Shakhovska Mykola O. Medykovskyy(Herausgeber*in)

Springer (Verlag)

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Erschienen am 19. November 2018

IX, 612 Seiten

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Intro
Contents
Artificial Intelligence
Fast Coordinate Cross-Match Tool for Large Astronomical Catalogue
Abstract
1 Introduction
2 Cross-Identification
3 Data Preparation
4 Astronomical Database
5 Cross-Match Astronomical Catalogue by Mean of Database
6 Fast Cross-Match of Catalogues Without Using Database
7 Conclusions
Acknowledgment
References
Implementation of the Face Recognition Module for the "Smart" Home Using Remote Server
Abstract
1 Introduction
2 Architecture Implementation with Using Remote Server
3 Technical Stack
4 Face Recognition Process
5 Functions of the Developed System
5.1 Allow the Access for Recognized User
5.2 Recognized Users Information Storage
5.3 Detection of Unrecognized Persons Inside the House, Notifications of the Users
6 System Training Based on User Faces Images
7 Conclusion
References
Improved Multi-spiral Local Binary Pattern in Texture Recognition
Abstract
1 Introduction
2 Local Binary Pattern
3 Spiral Local Binary Pattern
4 Proposed Method
5 Experimental Results
6 Conclusions
References
An Overview of Denoising Methods for Different Types of Noises Present on Graphic Images
Abstract
1 Introduction
2 State of Arts
3 Evaluating the Effectiveness of Noise Elimination Techniques
4 Discussion
5 Conclusions
References
Using Multitemporal and Multisensoral Images for Land Cover Interpretation with Random Forest Algori ...
Abstract
1 Introduction
2 Methods
2.1 Study Area
2.2 Remotely Sensed Data
2.3 The Ground Truth Data
2.4 The Random Forest Algorithm
2.5 The Accuracy Assessment
2.6 The Change Detection
3 Results and Discussion
4 Conclusions
References
A New Approach to Image Enhancement Based on the Use of Raw Moments for Subranges of Brightness
Abstract
1 Introduction
2 Contrast Enhancement Techniques
3 Proposed Approach to Image Enhancement
4 Research
5 Discussion
6 Conclusion
References
A New Approach to Measuring Perceived Contrast for Complex Images
Abstract
1 Introduction
2 Overall Contrast in Complex Images
3 Proposed Method
4 Research
5 Discussion
6 Conclusion
References
Applied Linguistics
Authorship and Style Attribution by Statistical Methods of Style Differentiation on the Phonological Level
Abstract
1 Introduction
2 Main Part
3 Results of the Study
4 Conclusions
References
Attitudes Toward Feminism in Ukraine: A Sentiment Analysis of Tweets
Abstract
1 Introduction
2 Previous Research on Sentiment Analysis
3 Adjusting SentiStrength to Ukrainian
4 SentiStrength Results
5 Evaluation of Program Performance
6 Attributes of a Feminist in Ukrainian Tweets
7 Conclusions
Method for Determining Linguometric Coefficient Dynamics of Ukrainian Text Content Authorship
Abstract
1 Introduction
2 Literature Data Analysis and Problem Statement
3 Purpose and Objectives of the Research
4 Method for Determining the Text Content Author
5 Results of Studies on Determining the Author's Style in the Ukrainian Texts Based on the Technology of Statistical Linguistics
6 Conclusions
References
Decision Support Systems
Analysis of the Activity of Territorial Communities Using Information Technology of Big Data Based on the Entity-Characteristic Mode
Abstract
1 Introduction
2 State of Arts
2.1 The Primary Subject of Local Self-government
2.2 Information Technology of Big Data
2.3 Analysis of the Problems of Processing Various Types of Information
2.4 Analysis of Information Technology Working with Big Data
3 Models of Big Data Presentation
3.1 Formal Description of the Structure of Big Data
3.2 Models of Associations Between Entities and Characteristics in Different Categories of NoSQL Databases
4 Conclusion
References
Model of Innovative Development of Production Systems Based on the Methodology of Optimal Aggregation
Abstract
1 Introduction
2 The Solution of the Problem of Optimal Development of "Production, Development, Innovation" System on the Basis of the Binary Operator "Production, Development"
3 Analysis of the Problem of Optimal Aggregation of a Parallel Structure
4 Conclusion and Future Developments
References
The Information Model of Cloud Data Warehouses
Abstract
1 Introduction
2 State of Arts
2.1 Advantages of Cloud Technologies
2.2 The Model of Cloud Data Warehouse
3 The Improved Cloud Data Warehouse Model
4 Modeling the Load of Cloud Data Warehouse
5 Selection of the Suitable Technology
6 Perspectives of Cloud Information Systems
7 Conclusion
References
Information Systems for Processes Maintenance in Socio-communication and Resource Networks of the Smart Cities
Abstract
1 Introduction
2 State of Problem Investigation
3 Systems of Consolidated Information Socio-communicative Resources and Accounting and Cost Analysis in Resource Networks of the Smart City
3.1 Context Diagrams of the Systems
3.2 Case-Based Reasoning Diagrams for "Soft" and "Hard" Domains
3.3 Database Structures for "Soft" and "Hard" Domains
3.4 Practical Implementation of Information Systems Projects
4 Conclusions and Further Investigations
References
Web Resources Management Method Based on Intelligent Technologies
Abstract
1 Introduction
2 Literature Review
3 Statement of the Problem
4 Analysis of the Commercial Content Management Process
5 Method of Commercial Content Operations Management
6 The Main Features of the Study of the Process of Managing Web Resources
7 Results of the Web Recourse Management Investigations
8 Discussion
9 Conclusion
References
Tourist Processes Modelling Based on Petri Nets
Abstract
1 Introduction
2 Aspects of Modelling Decision-Making Processes
2.1 Basic Definitions
2.2 Making Decision in the Field of Individual Tourism
2.3 Aspects of Modelling Processes and Objects
3 Mathematical Modelling of Tourist Processes Based on Petri Nets
4 Conclusions
References
Selective Dissemination of Information - Technology of Information Support of Scientific Research
Abstract
1 Introduction
2 Background
3 Improvement of SDI Technology
4 Applying an Ontological Approach to Optimize Information Retrieval
5 Conclusion
References
Models of Decisions Support Systems in the Employment Industry
Abstract
1 Introduction
2 Characteristics of Decision Making Tasks
3 Requirements for Decision Support Systems
4 Approaches to Building Decision Support Systems
5 Modeling the Context in Decision-Making Processes
6 Graph-Oriented Models of Working Out the Context for the Employment Sector
7 An Example of a Context Analysis for the Employment Process
8 Summary
References
On Restricted Set of DML Operations in an ERP System's Database
Abstract
1 Introduction
2 State-of-the-Art
3 Semantics of DML Operations
3.1 Semantics of Data Modification Operations in Terms of ERP System Developers
3.2 Semantics of Data Modification Operations in Terms of an ERP System Security Violator
4 Approaches to Providing ERP Functionality with a Limited Set of Data Manipulation Operations
4.1 Database Schema Modifying
4.2 Restricted Set of DML Operations
5 Implementation of the Restricted Set of DML Operations
6 Conclusions
References
Vertically-Parallel Method and VLSI-Structures for Sorting of Arrays of Numbers
Abstract
1 Formulation of the Problem
2 Analysis of Recent Research and Publications
3 The Purpose and Objectives of the Research
4 Vertically-Parallel Method of Sorting One-Dimensional Arrays of Numbers
5 Graph of the Algorithm for Vertically-Parallel Sorting of One-Dimensional Arrays of Numbers
6 Designing of Hardware for Vertically-Parallel Sorting of a One-Dimensional Array of Numbers
7 Implementation of VLSI-Device for Vertical-Parallel Sorting of One-Dimensional Arrays of Numbers
8 Sorting Large-Sized One-Dimensional Arrays of Numbers Using the Developed VLSI Device
9 Sorting of Two-Dimensional Arrays of Numbers Using the Developed VLSI-Device of Vertical-Parallel Sorting of One-Dimensional Array of Numbers
10 Conclusion
References
IT in Education
Education and Research in Informatics and Automation at Faculty of Mining and Geology
Abstract
1 Introduction
2 Teaching Using Videoconferencing System
3 Remote Access to Laboratory
4 Trends in Education of Automation and Informatics
4.1 Courses of Informatics
4.2 Project INOHGF
4.3 Proposal for Changes
4.4 Using Bioloid Robots for Teaching of Programming
5 Areas of Research and Our Projects
5.1 Automation and Information Systems in the Raw Material Industry
5.2 Fault-Tolerant Solution of Information and Control Systems
5.3 Information Support for Reclamation Projects
5.4 Revitalisation of Brownfields
5.5 Monitoring of Methane Escape from Old Mines
5.6 RFID Technologies
5.7 Security of Industrial Information Systems
6 Conclusion
References
Information Support of Scientific Researches of Virtual Communities on the Platform of Cloud Services
Abstract
1 Introduction
2 The Use of SaaS Cloud Computing Model in Research
3 "Client-server" System Architecture of Research Support by the Electronic Science Platform
4 Information System Based on the Development of Microservices
5 Distributed Systems in Electronic Science Projects
6 Conclusions
References
Organization of the Content of Academic Discipline in the Field of Information Technologies Using Ontological Approach
Abstract
1 Introduction
2 Problem Statement
3 Conceptual Foundations of the Axiomatic-Deductive Strategy of the Academic Discipline Content
4 Axiomatic-Deductive Substrategy of the Organization of the Fundamental Terminological-Conceptual Apparatus of the Academic Discipline in the Systems of Electronic Learning
4.1 The General Terminological and Conceptual Apparatus of the Academic Discipline in a Content Form
4.2 The General Terminological and Conceptual Apparatus of the Academic Discipline as a Formal Axiomatic System
4.3 General Terminological-Conceptual Apparatus of Academic Discipline in Machine-Interpretive Form
5 Conclusion
References
The Virtual Library System Design and Development
Abstract
1 Introduction
2 General Formulation of the Problem
3 Researches and Publications Analysis
4 Problem Emphasis
5 Goal Formulation
6 Received Scientific Results Analysis
7 Conclusions
References
Web-Products, Actual for Inclusive School Graduates: Evaluating the Accessibility
Abstract
1 Introduction
2 A Complex System of Social and Educational Inclusion
3 Universal Design as an Aspect of Inclusion
4 Universal Design in ICT: Web Accessibility Requirements
5 Model of WCAG 2.0 Guidelines
6 Web-Products for Inclusion
7 Conformance with Accessibility Standards for a Set of Web Products S1
8 Conformance with Accessibility Standards for a Set of Web Products S2
9 Conclusions
References
Information Analysis of Procedures for Choosing a Future Specialty
Abstract
1 Introduction
2 Analysis of Recent Researches and Publications
3 The Main Part
3.1 Analysis of the Motivational Factors for the Choice of a Specialty
3.2 Analysis of Data on the Determination of Professional Inclinations and Abilities of a Person
4 Conclusion
References
Methods and Technologies of Inductive Modeling
Opinion Mining on Small and Noisy Samples of Health-Related Texts
Abstract
1 Introduction
1.1 Motivation
1.2 Problem Setting
2 Dataset
2.1 General Description of AskaPatient
2.2 Parameterization and Normalization for ML and GMDH-Based Methods
2.3 Noisy Data
3 Methods and Tools
3.1 GMDH-Based Classifiers with Applications
3.2 Standard ML Classifiers
3.3 Neural Networks
4 Experiments on Original Data
4.1 Experiments in GMDH Shell
4.2 Building Classifiers with Other Methods
5 Experiments with Noisy and Reduced Data
5.1 Building Classifiers for Noisy Data
5.2 Building Classifiers with Reduced Data
6 Discussion
7 Conclusions
References
Formation and Identification of a Model for Recurrent Laryngeal Nerve Localization During the Surgery on Neck Organs
Abstract
1 Introduction
2 Statement of the Problem
3 Method of Structural Identification for Interval Discrete Difference Model
4 Experimental Research
5 Conclusion
References
Probabilistic Energy Forecasting Based on Self-organizing Inductive Modeling
Abstract
1 Introduction
2 Self-organizing Inductive Modeling
3 Self-organizing Inductive Modeling Applied to Probabilistic Energy Forecasting
4 Results of Probabilistic Electricity Price Forecasting
4.1 Data Updating and Self-organization of a Model Composite
4.2 Extraction of Hourly Error Distributions
4.3 Forecasting and Calculation of Percentiles
5 Results of Probabilistic Wind Power Generation Forecasting
6 Summary
References
A Method for Reconstruction of Unmeasured Data on Seasonal Changes of Microorganisms Quantity in Heavy Metal Polluted Soil
Abstract
1 Introduction
2 Characterıstıcs of the Experımental Data
3 A Method of Modeling to Reconstruct Microbial Data
4 Algorithm COMBI-GA as the Modelıng Tool
5 Modelıng Results
5.1 Linear and Nonlinear Models for Measured Data Simulation
5.2 Reconstruction of Unavailable Decade Data
5.3 Generalized Model of Amylolytic Microorganisms Quantity Dependence on Copper
6 Conclusion
References
On the Self-organizing Induction-Based Intelligent Modeling
Abstract
1 Introduction
2 Discussion of the Subject Area Terminology
2.1 On the Main Stages of a Modeling Process
2.2 Two Basic Approaches to Building Models
3 Publications Regarding Intelligent Modeling Issues
4 On the Advanced Concept of Intelligent Modeling
4.1 On the Intellectualization Problem
4.2 Three Main Levels of the Intelligent Modeling
4.3 GMDH as a Basis for Developing Intelligent Modeling Tools
5 Conclusion
References
Mathematical Modelling
Modeling and Automation of the Electrocoagulation Process in Water Treatment
Abstract
1 Introduction
2 Formulation of the Problem
3 Literature Review
4 Materials and Methods
5 Results
6 Discussion
7 Conclusions
References
Application of Qualitative Methods for the Investigation and Numerical Analysis of Some Dissipative Nonlinear Physical Systems
Abstract
1 Introduction. Problem Actuality. Literature
2 The Mathematical Model of the Nonlinear Oscillations in the Homogeneous Environment with Dissipation and the Nonlinear Resistant Forces
3 The Main Result Statement
4 The General Scheme to Obtain the Main Result Using Galerkin Method
5 The Example of the Developed Procedure Application. Runge-Kutta Method to Integrate Numerically the Motion Equation in the Beam Oscillation Mathematical Model
6 Conclusions
References
Methods and Hardware for Diagnosing Thermal Power Equipment Based on Smart Grid Technology
Abstract
1 Introduction
2 Structures of the Diagnostic Object and the Diagnostic System
3 Models of Formation of Diagnostic Features
4 Hardware and Software of the Diagnostic System
5 Conclusion and Future Developments
References
Project Management
Managing the Energy-Saving Projects Portfolio at the Metallurgical Enterprises
Abstract
1 Introduction
2 The Recent Papers Review
3 The Model of Energy Efficiency and Energy Saving at the Metallurgical Enterprise
4 The Agent Model for Energy Consumption Control
5 The Results of the Energy Saving Program Implementation at the Enterprise
References
A Method for Assessing the Impact of Technical Risks on the Aerospace Product Development Projects
Abstract
1 Introduction
2 The Proposed Method
3 The Model of Forecasting the Results of Projects of Developing Complex Products Based on the Values of Technical Risk
4 Examples of the Technical Risk Calculation
5 Scheduling the Project Activities by Taking the Technical Risk into Account
6 Conclusions
References
Sustainability and Agility in Project Management: Contradictory or Complementary?
Abstract
1 Introduction
2 Incorporating Sustainability Practices in Project Management Process
2.1 Project Manager Competencies and Knowledge Areas
2.2 Project Manager's Challenges
3 Agility and Sustainability in Project Management
4 Conclusion
Acknowledgment
References
Software Engineering
Smart Integrated Robotics System for SMEs Controlled by Internet of Things Based on Dynamic Manufacturing Processes
Abstract
1 Introduction
2 State of Arts
3 The Main Material
3.1 IoT Solution for Data Gathering and Processing
3.2 Technology for Manual Operation Removing
3.3 The Component of Information Technology for Temperature Measuring
4 The Key Performance Indicators for Project Management
5 Conclusions
Acknowledgment
References
Queueing Modeling in the Course in Software Architecture Design
Abstract
1 Introduction
2 Recent Trends and Teaching Challenge in the Course in Software Architecture Design
3 The Examples of Queueing Modeling for Architecture Analysis
3.1 Splitting the Monolith
3.2 Schema of Batch Processing
4 Analysis of Result
5 Conclusion and Discussion
References
Architecture of the Subsystem of the Tourist Profile Formation
Abstract
1 Introduction
2 Related Work
3 Main Part
3.1 The Model of Informational and Technological Support of The Tourist Profile Formation Process
3.2 Methods of Forming the Person's Psychological Profile
3.3 The Architecture of the Subsystem of the Tourist Profile Formation
4 Results
5 Conclusion
References
Formation of Efficient Pipeline Operation Procedures Based on Ontological Approach
Abstract
1 Introduction
2 Analysis of Recent Researches and Publications
3 Ontological Modeling of Subject Areas
4 CROCUS System Modules for Building of Ontologies
5 Technologies of Automated Ontology Development
6 Construction of the Ontology of the Subject Area of Material Science
7 Conclusions
References
Distributed Malware Detection System Based on Decentralized Architecture in Local Area Networks
Abstract
1 Introduction
2 Related Works
3 Architecture of the Distributed System for Detecting the Malware in Local Area Networks
4 An Example of Using a Distributed System and the Results of Experiments
5 Conclusion
References
Method of Reliability Block Diagram Visualization and Automated Construction of Technical System Operability Condition
Abstract
1 Introduction
2 Related Works
3 Algorithmic Background for the Method of RBD Processing
4 The Method of Visualization of the Structural Schemes of Reliability and System's Working Condition Construction
5 Case Study and the Verification of the Method of RBD Visualization and Automated Construction of Technical System Operability Condition
6 Conclusion
References
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