10th International Conference on Theory and Application of Soft Computing, Computing with Words and Perceptions - ICSCCW-2019

Name: 10th International Conference on Theory and Application of Soft Computing, Computing with Words and Perceptions - ICSCCW-2019
Brand: Springer
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Rafik A. Aliev Janusz Kacprzyk Witold Pedrycz Mo Jamshidi Mustafa B. Babanli Fahreddin M. Sadikoglu(Editor)

Springer (Publisher)

1st Edition

Published on 19. November 2019

XXXI, 970 pages

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Content

Intro
Preface
Organization
Chairman
Co-chairmen and Guest Editors
International Program Committee
Organizing Committee
Chairman
Co-chairmen
Members
Conference Organizing Secretariat
Abstracts
A Life Quality Focused Regional Development Fuzzy Dynamic Model: An Example of Cognitive Dynamic Systems Modeling Janusz Kacprzyk Polish Academy of Sciences Member, Academia Europaea Member, European Academy of Sciences and Arts Foreign Member, Bulgarian Academy of Sciences Foreign Member, Spanish Royal Academy of Economic and Financial Sciences (RACEF) Foreign Member, Finnish Society of Sciences and Letters Systems Research Institute, Warsaw, Poland kacprzyk@ibspan.waw.plAbstract. We are conce
How to Process Big Data with the Help of Fuzzy Transforms Irina Perfiljeva Centre of Excellence IT4Innovations division of the University of Ostrava, Institute for Research and Applications of Fuzzy Modeling irina.perfilieva@osu.cz Abstract. The "Big Data" processing is the main challenge of contemporary science. Experimental sciences like biology or chemistry are facing an explosion of the data available from experiments. However, much of the data is highly redundant and can be represented usin
The Theory of Intermediate Quantifiers in Fuzzy Natural Logic Vilem Novak Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, NSC IT4Innovations, 30. dubna 22, 701 03 Ostrava 1, Czech Republic vilem.novak@osu.cz Abstract. Fuzzy Natural Logic (FNL). This is a mathematical theory whose goal is to provide a mathematical model of natural human reasoning whose typical feature is the use of natural language. FNL includes the model of the vagueness phenomenon and follows r
Granular Data Descriptors: Their Generative and Discriminative Facets Witold Pedrycz Department of Electrical and Computer Engineering, University of Alberta, Edmonton AB T6R 2V4, Canada wpedrycz@ualberta.ca Abstract. Concepts constitute a concise manifestation of key features of data. As being built at the higher level of abstraction than the data themselves, they capture the essence of the data and usually emerge in the form of information granules. Data descriptors-information granules-charac
Self-Organizing Maps for Interval-Valued Data. Trend to Clustering of Big Data Hani Hamdan Laboratoire des Signaux et Systèmes, CentraleSupélec, CNRS, Université Paris-Sud, Université Paris-Saclay, Paris, France Hani.Hamdan@centralesupelec.fr Abstract. Since the beginning of this century, interval-valued data have been used more and more in data mining and soft computing. Consequently, many data analysis methods have been extended to interval data this last decade. Interval-valued data are used
Contents
Some Fundamental Results on Z-valued Calculus
Abstract
1 Introduction
2 Z-sets and Operations over Z-sets
2.1 A Z-set
2.2 Operations over Z-sets
2.2.1 Complement of a Z-set
2.2.2 Union of Z-sets
2.2.3 Intersection of Z-sets
2.2.4 Properties of Operations on Z-sets
3 Partial Ordering of Z-sets
4 Distance Between Z-sets
5 A Z-number-Valued Function
5.1 Basic Definitions
5.2 A Derivative and a Definite Integral of a Z-number-Valued Function
6 Z-valued System of Linear Equations
7 Eigenvalues and Eigenvectors of Matrices of Z-numbers
7.1 Basic Definitions
7.2 A General Formulation for Problems of Computation of Z-valued Eigenvalues and Eigenvectors
7.3 An Example
8 Toward Z-differential Equations
8.1 Basic Definitions
8.2 Z Initial Value Problem and Approximate Solution
9 Conclusion
References
Artificial Intelligence-Based New Material Design
Abstract
1 Introduction
2 Preliminaries
3 A General Outline of the Proposed Approach
4 An Example. Modeling of Structure-Property Relationship for a TiNi Alloy by Using Fuzzy Clustering
5 Conclusion
References
Surface Roughness Modelling and Prediction Using Artificial Intelligence Based Models
Abstract
1 Introduction
2 Methods
2.1 Artificial Neural Network (ANN)
2.2 Adaptive Neuro Fuzzy Inference System (ANFIS)
2.3 Performance Evaluation
3 Results
3.1 ANN and ANFIS Results
3.2 Sensitivity Analysis Result
4 Conclusion
References
Soft Methods of Public Administration in the Era of Digitalization
Abstract
1 Introduction
2 Materials and Method
3 Conclusion
References
Fake News Detection on Social Networks with Artificial Intelligence Tools: Systematic Literature Review
Abstract
1 Introduction
2 Artificial Intelligence Tools in Fake News
3 Methodology
3.1 Data Collection
3.2 Data Analysis
4 Results and Discussion
5 Conclusion
References
Using Soft Computing Methods for the Functional Benchmarking of an Intelligent Workplace in an Educational Establishment
Abstract
1 Introduction
2 Materials and Method
3 Discussion
References
Examination of Computational Thinking Skill Levels of Secondary School Students: The Case of Near East College
Abstract
1 Introduction
1.1 Sub-problems
2 Method
2.1 Research Model
2.2 Sample of the Study
2.3 Data Collection Tools
2.4 Statistical Analysis of the Data
3 Findings
4 Discussion and Conclusion
References
Z-Differential Equations
Abstract
1 Introduction
2 Preliminaries
3 Toward Formulation of Z-Differential Equations
4 Application
5 Conclusions
References
Quantum Fuzzy Inference Based on Quantum Genetic Algorithm: Quantum Simulator in Intelligent Robotics
Abstract
1 Quantum Fuzzy Inference Model
2 Simulator Structure and Examples of Applications
3 Conclusion
References
Solution of Zadeh's "Fast Way" Problem Under Z-Information
Abstract
1 Introduction
2 Preliminaries
3 Statement of the Problem
4 Solution of the Problem
5 Conclusion
References
Categorized Representations and General Learning
Abstract
1 Introduction
2 Methods
2.1 Native and Limit Entropy
2.2 Categorized Representations
2.3 Data
2.4 Model
3 Results
3.1 Data Analysis
3.2 Unsupervised Landscape
3.3 Application to General Learning
4 Conclusions
References
Fuzzy Dynamic Programming Approach to Multistage Control of Flash Evaporator System
Abstract
1 Introduction
2 Preliminaries
3 Statement of the Problem
4 Numerical Example and Simulation Results
5 Conclusions
References
Synthesis of Fuzzy Terminal Controller for Chemical Reactor of Alcohol Production
Abstract
1 Introduction
2 Preliminaries
3 Statement of the Problem
4 Numerical Example and Simulation Results
5 Conclusions
References
Empirical Adaptation of Control Parameters in Differential Evolution Algorithm
Abstract
1 Introduction
2 Differential Evolution
2.1 Adaptive Variant of jDE
3 Efficiency of DE Control Parameters
4 Newly Proposed Adaptive DE Variants
4.1 jDEFCR1
4.2 jDEFCR2
4.3 jDEFCR3
4.4 jDEFCR4
5 Experimental Setting
6 Results
7 Conclusions
References
The Use of Multiple Correspondence Analysis to Map the Organizational Citizenship Behaviour and Job Satisfaction of Administrative Staff
Abstract
1 Introduction
2 Method
2.1 Sample
2.2 Study Instruments
2.3 Procedure
2.4 Data Analysis
3 Results
4 Conclusion
References
Spatiotemporal Precipitation Modeling by AI Based Ensemble Approach
Abstract
1 Introduction
2 Methodology
2.1 Proposed Methodology
3 Ensemble Unit
4 Spatial Modeling Using IDW Method
5 Results and Discussions
5.1 Temporal Modeling Results
5.2 Ensemble Modeling Results
6 Conclusion
References
Consistency of Fuzzy If-Then Rules for Control System
Abstract
1 Introduction
2 Preliminaries
3 Statement of the Problem
4 Solution of the Problem
5 Conclusion
References
Identifying Prospective Teachers' Perceived Competence Towards Use of Assessment and Evaluation Methods
Abstract
1 Introduction
2 Method
2.1 Data Collection Tools
3 Results
3.1 Prospective Teachers' Frequency of Using Assessment and Evaluation Tools and Methods
3.2 Prospective Teachers' Perceived Competence Towards Assessment Tools and Methods
3.3 The Distribution of Problems Prospective Teachers Experience When Using Assessment Tools
3.4 The Views of Prospective Teachers on the Implementation of Assessment and Evaluation Methods
4 Discussion and Conclusion
References
Fuzzy Ordination of Breast Tissue with Electrical Impedance Spectroscopy Measurements
Abstract
1 Introduction
2 Methodology
2.1 Database
3 Classification
3.1 Fuzzy Logic
3.2 Membership Functions (MF)
3.3 Linguistic Variables
3.4 Universe of Discourse
4 Experimental Results
5 Conclusion
References
A Memetic and Adaptive Continuous Ant Colony Optimization Algorithm
Abstract
1 Introduction
2 ACOR: The Continuous Ant Colony Optimization Algorithm
2.1 Pheromone Representation
2.2 Probabilistic Solution Construction
2.3 Pheromone Update
3 The Diversity Mechanism
4 AACOR: The Adaptive Continuous Ant Colony Optimization Algorithm
5 MAACOR: The Memetic Adaptive Continuous Ant Colony Optimization Algorithm
6 Experimental Results and Discussions
7 Conclusions
References
Evaluating the Efficacy of Adult HIV Post Exposure Prophylaxis Regimens in Relation to Transmission Risk Factors by Multi Criteria Decision Method
Abstract
1 Introduction
2 Methods
3 Results
4 Discussion and Conclusion
References
An Intelligent Guide for Ranking the Hospitals in EU Countries Effective on Pancreatic Cancer Treatment via Fuzzy Logic
Abstract
1 Introduction
2 Methodology
2.1 Database
3 Classification
3.1 Fuzzy Logic
3.2 Fuzzy Sets
3.3 Membership Functions (MF)
3.4 Universe of Discourse
4 Experimental Results
5 Conclusion
References
Efficacy Evaluation of Antiretroviral Drug Combinations for HIV-1 Treatment by Using the Fuzzy PROMETHEE
Abstract
1 Introduction
2 Methods
3 Results
4 Conclusion
References
Fuzzy Estimation of Level of Country's Social Security
Abstract
1 Introduction
2 Fuzzy Linguistic Approach to Assess Level of Social Security
3 Results of Analysis
4 Conclusion
References
Artificial Intelligence Based and Linear Conventional Techniques for Reference Evapotranspiration Modeling
Abstract
1 Introduction
2 Materials and Method
2.1 Study Location and Data
2.2 Proposed Methodology
2.3 FAO Penman Monteith (FAO-56-PM) Method
2.4 Artificial Neural Network (ANN)
2.5 Support Vector Regression (SVR)
2.6 Multiple Linear Regression (MLR)
3 Results and Discussion
4 Conclusion
References
Z-Value Based Risk Assessment: The Case of Tourism Sector
Abstract
1 Introduction
2 Preliminaries
3 Risk in Tourism Sector
4 Tourism Risk Factors
5 Tourism Risk Factors
6 Conclusion
References
Improving Project Management of Socio-Economic Development of the Region with the Use of Soft Computing
Abstract
1 Introduction
2 Problem
3 Materials and Method
3.1 Original Wording
3.2 Geometric Interpretation
4 Conclusion
References
Evaluation of Tax Administration Effectiveness Using Brown-Gibson Model
Abstract
1 Introduction
2 Statement of Problem
2.1 Evaluation via Weighted Sum Model
2.2 Evaluation via Brown-Gibson Model
3 Application of the Methodology
3.1 Assessment with Weighted Sum Model
3.2 Assessment with Brown-Gibson Model
4 Conclusion
References
A Semi-supervised Fuzzy Clustering Approach via Modifications of the DBSCAN Algorithm
Abstract
1 Introduction
2 Related Work
3 The Conventional DBSCAN Algorithm
4 Modifications on the DBSCAN Algorithm for Semi-supervised Fuzzy Clustering
5 Experimental Setup and Results
6 Conclusions
References
Decision Making Problem of a Single Product Dynamic Macroeconomic Model on Base of Fuzzy Uncertainty
Abstract
1 Introduction
2 Preliminaries
3 Statement of the Problem
4 Method of Solution
5 Simulation Results
6 Conclusions
References
Application of an Artificial Intelligence Decision-Making Method for the Selection of Maintenance Strategy
Abstract
1 Introduction
2 Method
3 Results
4 Conclusion
References
Quality Assessment of Oil that Difficult to Recover Based on Fuzzy Clustering and Statistical Analysis
Abstract
1 Introduction
2 Conclusion
References
Method of Identification of Extremist Texts in the Russian Language Based on the Fuzzy Logic
Abstract
1 Problems of Revealing of Extremist Orientation in the Russian Texts
2 The Main Terms of Fuzzy Logic Used in the Method
3 A Set of Indicators of Content Monitoring of the Internet Using Hybrid Fuzzy Neural Networks
4 Method of Formation of Estimation of an Extremist Orientation of the Text on the Basis of Systems of Fuzzy-Logical Conclusions
5 Advantages of the Developed Method
References
Evaluation of Financial Stability of Azerbaijan Commercial Banks Using the Fuzzy Logic Methods
Abstract
1 Introduction
2 Problem Statement
3 Multifactor Assessment of Financial Sustainability of CB
4 Evaluation of Financial Stability by Fuzzy Inference Method
5 Evaluation of the Financial Stability by Maxmin Convolution
6 Conclusion
References
Fuzzy-Multiple Modification of the Spectrum-Point Methodology for Assessing the Financial Condition of the Company (Based on the Audit-IT)
Abstract
1 Introduction
2 Materials and Method
3 Results
4 Conclusion
References
Evaluation of Efficacy of Integration Processes at the Manufacturing Enterprises of Industry Sector on the Regions of a Country
Abstract
1 Introduction
1.1 Integration Processes with Synergetic Effect
1.2 Defining Temporary Boundaries for Expected Synergetic Effect
2 Methods
2.1 Overview of Methodology
2.2 The Characteristics of Approaches to the Assessment of Efficacy
3 Results
4 Conclusion
References
Methods of Assessing the Risk of Bankruptcy of an Enterprise Based on a Set of MDA-Models and the Theory of Fuzzy Sets
Abstract
1 Introduction
2 Materials and Methods
3 Results
4 Discussion
5 Conclusion
References
Fuzzy Multiple Methods of Diagnosis and Credit Risk of Bankruptcy of the Agricultural Enterprises of the Region on the Basis of Score and MDA-Models
Abstract
1 Introduction
2 Materials and Methods
2.1 Analysis of the Creditworthiness of the Borrower (Sberbank Method)
2.2 Methods for Assessing the Risk of Bankruptcy of an Enterprise
2.3 Math Tools
3 Results
3.1 Credit Rating
3.2 Bankruptcy Risk Assessment of Regional Enterprises
4 Conclusion
References
Toward Eigenvalues and Eigenvectors of Matrices of Z-Numbers
Abstract
1 Introduction
2 Preliminaries
3 Statement of the Problem
4 Solution of the Problem
5 An Example
6 Conclusion
References
Intelligent Search of Spatial Data Analysis Context
Abstract
1 Introduction
2 Search Methods
2.1 Known Approaches to Improving the Quality of Spatial Data Analysis
2.2 Proposed Method for Searching of Context of Spatial Data Analysis
3 Results
4 Conclusion
Acknowledgments.
References
Using Data Mining with Fuzzy Methods for the Development of the Regional Marketing Geospace Information System
Abstract
1 Introduction
2 Unified Geo Data Space as an Information System
3 Fuzzy Regional Marketing Space
4 Complex Models in the Marketing GIS Study
5 Method of Assessing the Sustainability of the Marketing GIS as a Complex Information System
6 Conclusion
References
Assessment the Attractiveness of Countries for Investment by Expert Knowledge Compilation
Abstract
1 Introduction
2 Expert Evaluation of CIA
3 Assessment of the CIA Using Fuzzy Inference System
4 Assessment of the CIA Using Fuzzy Maximin Convolution
5 Conclusion
References
A Fuzzy Semantic Data Triangulation Method Used in the Formation of Economic Clusters in Southern Russia
Abstract
1 Introduction
2 Cluster Formation Patterns
3 Clusterization: The Study of the Sources of Economic Integration and Self-organization
4 Conclusions
Reference
Application of Advanced Process Control Technologies for Optimization of Polymers Production Processes
Abstract
1 Introduction
2 Methods and Results
3 Conclusion
References
Soft Models of Law Enforcement in the Realities of Russian Society and Their Use in Intellectual Decision Support Systems
Abstract
1 Introduction
2 Materials and Method First Section
3 Uncertainty in Law and Principles of Law First Section
4 Digitalization in Jurisprudence
5 Conclusion
References
Multiattribute Evaluation of Weapon Systems Under Z-Information
Abstract
1 Introduction
2 Preliminaries
3 Statement of Problem
4 Solution of the Problem
5 Conclusion
References
Evaluation of Desirable Isothermal Reactions Rate in Uncertain Environment
Abstract
1 Introduction
2 Preliminaries
3 Statement of the Problem
4 Solution of the Problem
5 Conclusion
References
Vehicle Detection and Tracking Using Machine Learning Techniques
Abstract
1 Introduction
2 Related Works
3 Methodology
3.1 Tools Used and Dataset
3.2 Implementation
4 Results and Discussions
5 Conclusions and Future Works
References
Fuzzy Logic-Based Approach to Electronic Circuit Analysis
Abstract
1 Introduction
2 Preliminaries
3 Statement of the Problem
4 Solution of the Problem
5 Conclusion
References
Understanding Behavior of Biological Network via Invariant Computation
Abstract
1 Introduction
2 Materials and Methods
3 Results
3.1 Structural Characteristics of Akt and MAPK Pathways and Their Crosstalk
3.2 Behavioral Characteristics of Akt and MAPK Pathways and Their Crosstalk
4 Conclusion
References
Fuzzy Controlled Robot Platform Tracking System
Abstract
1 Introduction
2 Methodology
2.1 Object Detection
2.2 Object Tracking
3 Error Evaluation Procedure
3.1 Calibration the Factor of the Proposed Control Algorithm
4 Conclusion
References
A Novel DOA Estimation Method for Wideband Sources Based on Fuzzy Systems
Abstract
1 Introduction
2 Methodology
2.1 The Mathematical Foundation
2.2 The Proposed Algorithm
3 Simulation Results
4 Conclusions
References
Application of Fuzzy Logic in Selection of Best Well for Hydraulic Fracturing in Oil and Gas Fields
Abstract
1 Introduction
2 Fuzzy Logic
Selecting Candidate Well for Hydraulic Fracturing and Dealing with Uncertainties
3 Discussion
4 Conclusion
References
Concept of Risk-Management of International Tour Operator on the Base of Fuzzy Cognitive Model
Abstract
1 Introduction
2 Problem Definition
3 Fuzzy Cognitive Model for Evaluating the Aggregated Risk
4 Verbal Description and Formalization of Cause and Effect Relationships into the FCM
5 Conclusion
References
Fuzzy Logic-Based User Scheduling Scheme for 5G Wireless Networks and Beyond
Abstract
1 Introduction
2 System Model
3 Methodology
3.1 Mathematical Foundation
3.2 The Proposed Algorithm
4 Simulation Results
5 Conclusions
References
About One Approach to the Description of Semi-structured Indicators on a Given Data Sample
Abstract
1 Introduction
2 How to Achieve the Necessary Adequacy of Averaging?
3 Identification of the Distribution Function of Measurement Weights
4 Conclusion
References
Classification of Heart Diseases Using Fuzzy Inference System (FIS) with Adaptive Noise Cancellation (ANC) Technique for Electrocardiogram (ECG) Signals
Abstract
1 Introduction
2 Problems Identified by ECG and Importance of ECG
3 Heart Common Diseases
3.1 Sinus Bradycardia
3.2 Sinus Tachycardia
3.3 Atrial Flutter
3.4 Ventricular Flutter
3.5 Common Diseases of Heart
4 Filtering Technique for Study
5 Classification
5.1 Fuzzy Logic
5.2 Fuzzy Sets
5.3 Membership Functions (MF)
5.4 Variables of Linguistic
5.5 Discourse Universe
6 Research Methodology
7 Experiment and Outcomes
7.1 Classification Outcomes
7.2 Fuzzy Rules
8 Conclusion
References
Decision Making and Obstacle Avoidance for Soccer Robots
Abstract
1 Introduction
2 Structure of the Control System of Robot Soccer
3 Decision-Making Based on Behavior Trees
4 Type-2 Fuzzy System
5 Experimental Studies
5.1 Simulation of Type-2 Fuzzy Obstacle Avoidance Algorithm
5.2 Real Life Implementation
6 Conclusions
References
Radio Wave Propagation Model for Enhancing Wireless Coverage in Elevator of Buildings
Abstract
1 Introduction
2 Related Research
3 Proposed Model
4 Simulation Results
5 Conclusion
References
Z-number Based Fuzzy System for Control of Omnidirectional Robot
Abstract
1 Introduction
2 Omnidirectional Robot Control
3 Interpolative Reasoning Using Z-numbers
4 Experimental Studies
5 Conclusions
References
Development of a Vision-Based Feral Vertebrate Identifier Using Fuzzy Type II
Abstract
1 Introduction
2 Methodology
2.1 Attributes of Feral Vertebrate Identification in a Wild Environment Scene
2.2 The Overall Algorithm for a Vertebrate Segmentation on a Wild Environmental Scene
2.2.1 Pattern Recognition
2.3 Type II Fuzzy Set Applied for Image Segmentation and Image Processing
2.3.1 Image Segmentation
3 Experimental Results
4 Discussion of the Results
5 Conclusion
References
Artificial Neural Network for the Left Ventricle Detection
Abstract
1 Introduction
2 Methodology and Techniques
3 Design, Training, Testing of the System
4 System Performance and System Evaluation
5 Conclusion
References
An Approach to Analysis of Useful Quality Service Indicator and Traffic Service with Fuzzy Logic
Abstract
1 Introduction
2 General Formulation of Problem
3 The Mechanism of Analysis and the Choice of the Approach Predicting the Hurst Coefficient Value Using Fuzzy Logic
4 The Evaluation of Self-similar Traffic Based on Fuzzy Logic
5 Analysis of Methods for Predicting the Value of the Hurst Coefficient
6 Discussion and Conclusion
References
Modeling and Evaluation of Rock Properties Based on Integrated Logging While Drilling with the Use of Statistical Methods and Fuzzy Logic
Abstract
1 Introduction
2 Role of Integrated Data in Drilling Performance Improvement
3 Modeling and Evaluation of Rock Properties Based on Well Logs
4 Conclusions
References
Evaluation of the Tax Policy Efficiency Under Uncertainty
Abstract
1 Introduction
2 Problem Statement
3 The Results of Calculations and Their Graphic Descriptions
4 Conclusion
References
Knowledge Base Intelligent System of Optimal Locations for Safe Water Wells
Abstract
1 Introduction
2 Description of Knowledge Base Intelligent System
3 Methodology of the Problem
4 Presentation of the Developed System
5 Conclusion
References
Scale Development for Institutional Perception Management Components Using Spss Software
Abstract
1 Introduction
2 Methodology
2.1 Research Pattern
2.2 Research Population and Sample
2.3 Data Collection Tools
2.4 Data Analysis
3 Findings
3.1 Scale Validity
4 Discussion and Conclusion
References
Sea Turtle Detection Using Faster R-CNN for Conservation Purpose
Abstract
1 Introduction
2 Faster R-CNN
3 Implementation
3.1 Training the Faster R-CNN for Sea Turtle Detection
4 Testing the Faster R-CNN for Sea Turtle Detection
5 Evaluations
5.1 Precision, Recall and F-Score Values
5.2 Time Performance Analysis
6 Conclusion
Acknowledgements
References
Application of the Fuzzy Optimality Concept to Decision Making
Abstract
1 Introduction
2 State of the Art
3 Preliminaries
4 Statement of the Problem and Method of Solution
5 An Example
6 Conclusion
References
Robust Designing of the PSS and SVC Using Genetic Algorithm
Abstract
1 Introduction
2 Formulation of the Problem
3 Genetic Algorithm and Problem Solving
4 Simulation Results
5 Conclusion
References
Diagnosis of Functioning of Gas Pipelines by Cluster Analysis Method
Abstract
1 Introduction
2 Solution and Discussion of the Problem
3 Conclusion
References
Investigation of Unbalanced Open Economy System by Using Interval Mathematics for the Case of Azerbaijan Republic
Abstract
1 Introduction
2 Methodology
3 Computational Experiments
4 Conclusion
References
Deep Learning Based Analysis in Oncological Studies: Colorectal Cancer Staging
Abstract
1 Introduction
2 Methodology
2.1 Dataset
2.2 Preprocessing
2.3 AlexNet Architecture
2.4 Performance Parameters
3 Results and Discussion
4 Conclusion
References
Sea Turtle Species Classification for Environmental Research and Conservation
Abstract
1 Introduction
2 Bag of Features (BoF) with Linear SVM
2.1 Feature Extraction Phase
2.2 Codebook Creation and Encoding of the Features
2.3 Feature Pooling Phase
2.4 Learning and Classification Phase
3 Convolutional Neural Networks (CNN) Classifier
4 Classification Results
5 Conclusion
Acknowledgements
References
Simulation of Chemical-Technological Complexes
Abstract
1 Introduction
2 Conceptual Model of Sophisticated Chemical-Technological Complex Without Recycles
3 Conclusion
References
Student Performance Classification Using Artificial Intelligence Techniques
Abstract
1 Introduction
2 Data Collection and Dataset Characteristics
3 Classification Methods
4 Experiments and Results
4.1 Experiments
4.2 Results
4.3 Discussions
5 Conclusions
References
Fuzzy Set Theory Tools in Models of Uncertainties in Economics
Abstract
1 Introduction
2 Problem Statement and Methods
3 Fuzzy Model of Social Components of the National Budget in the Context of Economic Modernization
4 Modification of the Consumer Choice Model Under Fuzziness of Initial Parameters
5 Conclusion
References
Investigation of Preference Knowledge of Decision Maker on Consumer Buying Behaviour
Abstract
1 Introduction
2 Preliminaries
3 Problem Statement and Solution
4 Conclusion
References
Computing with Words in Natural Language Processing
Abstract
1 Introduction
2 NLP by Computing with Words (CWW)
3 Linguistic Approximation
4 Conclusion
Acknowledgement
References
Synthesis of Intelligent Control System of Quadrotor-Multidimensional Dynamic Object
Abstract
1 Introduction
2 Identification of Flying Robot-Multidimensional Dynamic Object and the Synthesis of the Control Systems
3 Technical Realization
4 Result
References
Analysis of Indicators of the State of Regional Freight Traffic by Method of Fuzzy Linear Regression
Abstract
1 Introduction
2 Purpose of the Study
3 Description of a Fuzzy Linear Regression Model
4 Application of a Fuzzy Linear Regression Model for the Explore of Goods Carriage by Road Transport in the Region
5 Conclusion
References
Bifurcation Analysis and Synergetic Control of a Dynamic System with Several Parameters
Abstract
1 Introduction
2 Complete Bifurcation Analysis of the System
3 Construction of Synergetic Regulator of the System (1)
4 Conclusion
References
Predicting Dynamics of the Consumer Commodity Market Based on Fuzzy Neural Network
Abstract
1 Introduction
2 Methods
2.1 Overview of Methodology
2.2 Classic Approaches for Forecasting the Consumer Commodity Market
2.3 Statistical Research Methods
2.4 Consumer Commodity Market and Suggested Grouping of Forecasting Methods for It
2.5 Study of Commercial Activity (Passivity) of the Retail Product Market the Use of Fuzzy Neural Network
3 Results
4 Conclusion
References
Properties of Set-Theoretical Operations over Z -Sets
Abstract
1 Introduction
2 Preliminaries
3 Set Theoretical Operations over Z -Sets
3.1 Complement of Z -Sets
3.2 Union of Z -Sets
3.3 Intersection of Z -Sets
4 Properties of Operations on Z -Sets
5 Conclusion
References
Tumor Classification Using Gene Expression and Machine Learning Models
Abstract
1 Introduction
2 Classification Models
3 Experiments and Results
3.1 Dataset
3.2 Experiments
3.3 Parameters of Models
3.4 Experimental Results
3.5 Discussions on Experimental Results
4 Conclusions
References
Assessment of Environmental Management in the Region on the Basis of Fuzzy-Plural Analysis of Statistical Data
Abstract
1 Introduction
2 General Principles of Operation of Standard Five-Point [0,1] - Classifiers
3 Study of Large Cities of Rostov Region for Compliance with the Principles of Environmental Management
4 Conclusion
References
Automated Voice Recognition of Emotions Through the Use of Neural Networks
Abstract
1 Introduction
2 Statement of the Problem and Solution
3 Conclusion
References
Non-linear Ensemble Modeling for Multi-step Ahead Prediction of Treated COD in Wastewater Treatment Plant
Abstract
1 Introduction
2 Applied Methodology
2.1 Wavelet Neural Network (WNN)
2.2 Multi-layer Perceptron (MLP) Neural Network
2.3 Used Data and Model Development
2.4 Non-linear Ensemble Technique
2.5 Multi-step Ahead (MSA)
3 Application Results and Analysis
4 Conclusion
References
A New Model of Movement of Liquids in Porous Medium
Abstract
1 Introduction
2 A "hypothetical channel" Model
3 Statement of the Problem and Solution
4 Conclusions
References
Development of CNN Model for Prediction of CRISPR/Cas12 Guide RNA Activity
Abstract
1 Introduction
1.1 CRISPR-Cas System and Deep Learning
2 Materials and Methods
2.1 Datasets
2.2 Sequence Encoding
2.3 Neural Network Model
3 Results and Discussion
4 Conclusion
References
Fuzzy Model of Functioning of Educational-Laboratory and Production Capacities of the Educational Cluster in the Information Security Field
Abstract
1 Introduction
2 Main Part
2.1 A General Mathematical Model
2.2 Fuzzy Modelling
3 Conclusion
References
About One Mathematical Model of Reliability and Safety of Complex Systems
Abstract
1 Introduction
2 The Principle of Methodology and the Mathematical Basis of the Approach
3 F-P Model of Reliability and Safety of Systems
4 Conclusion
References
Synthesis of the Two-Level Intelligent Hierarchical Control System of the Mobile Robot
Abstract
1 Introduction
2 Synthesis of Intelligent Two-Level Control Systems of Mobile Robot
3 Implementation of Intelligent Control System of Mobile Robot in MATLAB
4 Conclusion
References
Absenteeism Prediction: A Comparative Study Using Machine Learning Models
Abstract
1 Introduction
2 Prediction Models
2.1 Long-Short Term Memory Neural Network
2.2 Backpropagation Method-Based Neural Network
2.3 Radial-Basis Function-Based Neural Network
3 Experiments and Results
3.1 Dataset
3.2 Experiments
3.3 Experimental Results
3.4 Discussions
4 Conclusions
References
Stable Algorithms for Adaptation of Objects with Control Delay
Abstract
1 Introduction
2 Problem Definition
3 Solution
4 Conclusion
References
Assessment of the Stability of the Agricultural Production of the Region on the Basis of the Matrix of Data Aggregation Schemes, as Well as Financial, Social and Environmental Performance
Abstract
1 Introduction
2 Methods
2.1 Analysis of the Financial Sustainability in the Region
2.2 Evaluation of Agricultural Nature of the Region
3 Results
3.1 Assessment of the Financial Condition of Enterprises in the Region
3.2 Evaluation of Agricultural Nature of the Region
3.3 Evaluation of Social Sustainability
3.4 Integral Assessment of the Sustainability of Agricultural Production in the Region
4 Conclusion
References
Fuzzy-Multiple Modeling for the Analysis and Forecasting of Economic Cenosis
Abstract
1 Introduction
2 Method
2.1 Dynamic Modeling in the Form of Fuzzy Cognitive Models
2.2 Cenological Analysis
2.2.1 Standard Distribution Probability Function
2.2.2 Cenological Computations Using Regularities in the Distribution of Prime Numbers
2.2.3 Operations with Fuzzy Numbers Within the Bounds of the Cenological Confidence Interval
3 Results
4 Conclusion
References
Eigensolution of 2 by 2 Z-Matrix
Abstract
1 Introduction
2 Preliminaries
3 Statement of the Problem
4 Solution of the Problem
5 Conclusion
References
On Possibility of Using a Toothed Belt Drive in a Drive to Rocker-Machines
Abstract
1 Introduction
2 Statement of Problem
3 Solution Method
4 Conclusion
References
Calculation of Lyapunov Exponent of Time Series
Abstract
1 Introduction
2 Lyapunov Exponent Determination
3 Computer Simulation
4 Discussion and Conclusion
References
Application of Analytic Hierarchy Process Method for Ranking of Universities
Abstract
1 Introduction
2 Comparison Matrix of AHP. Principle of Working with AHP
3 Numerical Example on Ranking of Universities
4 Conclusion
References
Toward a Derivative of a Z-Number-Valued Function
Abstract
1 Introduction
2 Preliminaries
3 A Derivative of a Z-Number-Valued Function
4 Conclusion
References
Diagnostic Operation of Gas Pipelines Based on Artificial Neuron Technologies
Abstract
1 Introduction
2 Solution of the Problem
3 Conclusion
References
Modelling the Association Between Personality and Colour Preferences by Using Fuzzy Logic
Abstract
1 Introduction
2 Methodology
2.1 Measuring Personality Factors
2.2 Colour and Colour Preferences Test
3 Design of Fuzzy Logic Model
4 Conclusion
References
Music Composition by Using Fuzzy Logic
Abstract
1 Introduction
2 Preliminaries
3 Conclusion
References
Estimation of Consumer Buying Behavior for Brand Choosing by Using Fuzzy IF-THEN Rules
Abstract
1 Introduction
2 Preliminaries
3 Statement of the Problem
4 Solution of the Problem
5 Example
6 Conclusion
References
Studying of Wear Resistance of Piston Rings of Oilfield Compressors
Abstract
1 Introduction
2 Studying of the Dynamics of Wear of Piston Rings Made of AFGM Material in Three-Stage Compressors of Type 2SQ-50
3 Discussion and Conclusions
References
Enhancing Students' Collaboration and Creative Thinking Skills by Using Online Encyclopedias
Abstract
1 Introduction
2 The State of the Problem
2.1 Research on Creative and Collaborative Learning
2.2 Use of Wikis in Education
3 Theoretical Framework of Research
3.1 Use of Constructivist Approach in the Research
3.2 The Methodology
4 Analyses of the Test Results
5 Conclusions
References
Application of Fuzzy AHP-TOPSIS Method for Software Package Selection
Abstract
1 Introduction
2 Preliminaries
3 Statement of the Problem
4 Solution of the Problem
4.1 Determining of Fuzzy Weights of Criteria
5 Conclusion
References
Application of Fuzzy Linear Regression Model to Forecasting of Reservoir Rocks Properties
Abstract
1 Introduction
2 Preliminaries
3 Statement of the Problem and Solution Method
4 An Example
5 Conclusion
References
Z-Matrix Consistency
Abstract
1 Introduction
2 Preliminaries
3 Statement of the Problem
4 Solution of the Problem
5 Conclusion
References
Deep Neural Networks in Semantic Analysis
Abstract
1 Introduction
2 History of Deep Learning
3 Review of Text Classification Approaches
4 Conclusions
References
Strength of the Threaded Details Working in Oilfield Equipment
Abstract
1 Introduction
2 The Method of Calculation of Equivalent Stress
3 Discussion and Conclusions
References
Evaluation of Muscle Activities During Different Squat Variations Using Electromyography Signals
Abstract
1 Introduction
2 Materials and Methods
2.1 Subjects
2.2 Instrumentation
2.3 Procedures
2.4 Data Processing
2.5 Statistical Analysis
3 Results
4 Discussion
References
Synthesis of "iron-cast iron-glass" Obsolete Powder Composite Materials Using Fuzzy Logic
Abstract
1 Introduction
2 Preliminaries
3 Construction of Fuzzy Model of Relationship Between Material Composition and Properties
4 An Application
5 Summary
References
Artificial Neural Networks for Predicting the Electrical Power of a New Configuration of Savonius Rotor
Abstract
1 Introduction
2 Experimental Procedures
2.1 Rotor Design and Fabrication
2.2 Test Facility
2.3 Experimental Setup
2.4 Experimental Methods
2.5 Modeling with ANN
3 Results and Discussions
3.1 Electrical Power of New Savonius-Style Rotors
3.2 Prediction the Electrical Power of New Configuration of Savonius Rotor Using ANN
4 Conclusions
References
Prediction of Kinematic Viscosity and Density of Biodiesel Produced from Waste Sunflower and Canola Oils Using ANN and RSM: Comparative Study
Abstract
1 Introduction
2 Experimental Procedures
2.1 Biodiesel Samples
2.2 Kinematic Viscosity and Density
2.3 Modeling with ANN
3 Results and Discussions
3.1 Properties of Biodiesel Samples
3.2 Modeling with ANN
3.3 Modeling with RSM
3.4 Confirming ANN and RSM Models
4 Conclusions
References
Thermodynamic Modeling of the Phase Diagram for Cu2SnS3-Cu2SnSe3 System
Abstract
1 Introduction
2 Thermodynamic Equations
2.1 Equilibrium Solid Solution-Liquid Solution
2.2 Thermodynamic Stability of Solid Solutions
3 Methods for Solving Thermodynamic Equations by Using Multipurpose Genetic Algorithm (MGA)
4 Results and Discussion
5 Conclusions
Acknowledgments
References
Toward a Definite Integral of a Z-Number-Valued Function
Abstract
1 Introduction
2 Preliminaries
3 A Definite Integral of a Z-Number-Valued Function
4 Conclusion
References
Sustainable Algorithms for the Synthesis of a Suboptimal Dynamic Object Management System
Abstract
1 Introduction
2 Problem Definition
3 Solution
4 Conclusion
References
An Application of the Multi-attribute Decision Making Method to Car Selection Problem Under Imprecise Probabilities
Abstract
1 Introduction
2 Primary Information
3 Problem Description
4 Conclusion
References
Exploring the Factors Affecting the Happy Marriages by Using Fuzzy TOPSIS
Abstract
1 Introduction
2 Arranged Marriages
2.1 What Is Love? What Does Love Actually Feel Like?
2.2 Internet Acquaintances or Finding Love on the Internet
3 Methods of Analyses for the Merits and Excellence of Marriages
4 Conclusion
References
Estimation of Ground Water Parameters by Developing a New Fuzzy Optimized Simulation Model
Abstract
1 Introduction
2 Methodology
3 Setting Optimized Simulated Model
3.1 Fuzzy Method
3.2 Fuzzy Transformation Method
4 Result and Discussion
5 Conclusion
References
Fractal Dimension Determining for Demand Forecasting
Abstract
1 Introduction
2 Fractal Dimension Determination
3 Computer Simulation
4 Discussion and Conclusions
References
Decision-Making on Steam Injection While High-Viscosity Oil Production Process Considering Uncertainty Conditions
Abstract
1 Introduction
2 Task Assignment
3 Research Results
4 Conclusion
References
Metabolic Syndrome Risk Evaluation Based on VDR Polymorphisms and Neural Networks
Abstract
1 Introduction
2 Input/Output Data Coding
3 The Risk Evaluation Neural Model
4 Experimental Results
5 Conclusion
References
Intelligent Prediction of Initial Setting Time for Cement Pastes by Using Artificial Neural Network
Abstract
1 Introduction
2 Methodology
2.1 Data Selection and Processing
2.2 ANN Architecture and Training
3 Results and Discussions
4 Conclusive Remarks
References
Investigations on the Influence of Variations in Hidden Neurons and Training Data Percentage on the Efficiency of Concrete Carbonation Depth Prediction with ANN
Abstract
1 Introduction
2 Trials and Methods
2.1 Variable Selection and Data Preparation
2.2 Neural Network Architecture and Training Parameters
3 Results and Discussions
3.1 Comparison of OSS with the Conventional LM Model
3.2 The Effect of Varying Data Distribution on Network Performance
3.3 The Effect of Varying Hidden Neurons on the Network Performance
4 Conclusions
References
Author Index

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10th International Conference on Theory and Application of Soft Computing, Computing with Words and Perceptions - ICSCCW-2019

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