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

1
Some Fundamental Results on Z-valued Calculus
24
Artificial Intelligence-Based New Material Design
33
Surface Roughness Modelling and Prediction Using Artificial Intelligence Based Models
41
Soft Methods of Public Administration in the Era of Digitalization
47
Fake News Detection on Social Networks with Artificial Intelligence Tools: Systematic Literature Review
54
Using Soft Computing Methods for the Functional Benchmarking of an Intelligent Workplace in an Educational Establishment
61
Examination of Computational Thinking Skill Levels of Secondary School Students: The Case of Near East College
69
Z-Differential Equations
78
Quantum Fuzzy Inference Based on Quantum Genetic Algorithm: Quantum Simulator in Intelligent Robotics
86
Solution of Zadeh’s “Fast Way” Problem Under Z-Information
93
Categorized Representations and General Learning
101
Fuzzy Dynamic Programming Approach to Multistage Control of Flash Evaporator System
106
Synthesis of Fuzzy Terminal Controller for Chemical Reactor of Alcohol Production
113
Empirical Adaptation of Control Parameters in Differential Evolution Algorithm
121
The Use of Multiple Correspondence Analysis to Map the Organizational Citizenship Behaviour and Job Satisfaction of Administrative Staff
127
Spatiotemporal Precipitation Modeling by AI Based Ensemble Approach
137
Consistency of Fuzzy If-Then Rules for Control System
143
Identifying Prospective Teachers’ Perceived Competence Towards Use of Assessment and Evaluation Methods
151
Fuzzy Ordination of Breast Tissue with Electrical Impedance Spectroscopy Measurements
158
A Memetic and Adaptive Continuous Ant Colony Optimization Algorithm
167
Evaluating the Efficacy of Adult HIV Post Exposure Prophylaxis Regimens in Relation to Transmission Risk Factors by Multi Criteria Decision Method
175
An Intelligent Guide for Ranking the Hospitals in EU Countries Effective on Pancreatic Cancer Treatment via Fuzzy Logic
183
Efficacy Evaluation of Antiretroviral Drug Combinations for HIV-1 Treatment by Using the Fuzzy PROMETHEE
190
Fuzzy Estimation of Level of Country’s Social Security
197
Artificial Intelligence Based and Linear Conventional Techniques for Reference Evapotranspiration Modeling
205
Z-Value Based Risk Assessment: The Case of Tourism Sector
214
Improving Project Management of Socio-Economic Development of the Region with the Use of Soft Computing
221
Evaluation of Tax Administration Effectiveness Using Brown-Gibson Model
229
A Semi-supervised Fuzzy Clustering Approach via Modifications of the DBSCAN Algorithm
237
Decision Making Problem of a Single Product Dynamic Macroeconomic Model on Base of Fuzzy Uncertainty
246
Application of an Artificial Intelligence Decision-Making Method for the Selection of Maintenance Strategy
254
Quality Assessment of Oil that Difficult to Recover Based on Fuzzy Clustering and Statistical Analysis
259
Method of Identification of Extremist Texts in the Russian Language Based on the Fuzzy Logic
266
Evaluation of Financial Stability of Azerbaijan Commercial Banks Using the Fuzzy Logic Methods
275
Fuzzy-Multiple Modification of the Spectrum-Point Methodology for Assessing the Financial Condition of the Company (Based on the Audit-IT)
284
Evaluation of Efficacy of Integration Processes at the Manufacturing Enterprises of Industry Sector on the Regions of a Country
292
Methods of Assessing the Risk of Bankruptcy of an Enterprise Based on a Set of MDA-Models and the Theory of Fuzzy Sets
301
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
309
Toward Eigenvalues and Eigenvectors of Matrices of Z-Numbers
318
Intelligent Search of Spatial Data Analysis Context
325
Using Data Mining with Fuzzy Methods for the Development of the Regional Marketing Geospace Information System
331
Assessment the Attractiveness of Countries for Investment by Expert Knowledge Compilation
340
A Fuzzy Semantic Data Triangulation Method Used in the Formation of Economic Clusters in Southern Russia
345
Application of Advanced Process Control Technologies for Optimization of Polymers Production Processes
352
Soft Models of Law Enforcement in the Realities of Russian Society and Their Use in Intellectual Decision Support Systems
359
Multiattribute Evaluation of Weapon Systems Under Z-Information
366
Evaluation of Desirable Isothermal Reactions Rate in Uncertain Environment
373
Vehicle Detection and Tracking Using Machine Learning Techniques
382
Fuzzy Logic-Based Approach to Electronic Circuit Analysis
390
Understanding Behavior of Biological Network via Invariant Computation
397
Fuzzy Controlled Robot Platform Tracking System
405
A Novel DOA Estimation Method for Wideband Sources Based on Fuzzy Systems
413
Application of Fuzzy Logic in Selection of Best Well for Hydraulic Fracturing in Oil and Gas Fields
420
Concept of Risk-Management of International Tour Operator on the Base of Fuzzy Cognitive Model
429
Fuzzy Logic-Based User Scheduling Scheme for 5G Wireless Networks and Beyond
436
About One Approach to the Description of Semi-structured Indicators on a Given Data Sample
445
Classification of Heart Diseases Using Fuzzy Inference System (FIS) with Adaptive Noise Cancellation (ANC) Technique for Electrocardiogram (ECG) Signals
455
Decision Making and Obstacle Avoidance for Soccer Robots
463
Radio Wave Propagation Model for Enhancing Wireless Coverage in Elevator of Buildings
470
Z-number Based Fuzzy System for Control of Omnidirectional Robot
479
Development of a Vision-Based Feral Vertebrate Identifier Using Fuzzy Type II
487
Artificial Neural Network for the Left Ventricle Detection
495
An Approach to Analysis of Useful Quality Service Indicator and Traffic Service with Fuzzy Logic
503
Modeling and Evaluation of Rock Properties Based on Integrated Logging While Drilling with the Use of Statistical Methods and Fuzzy Logic
512
Evaluation of the Tax Policy Efficiency Under Uncertainty
519
Knowledge Base Intelligent System of Optimal Locations for Safe Water Wells
527
Scale Development for Institutional Perception Management Components Using Spss Software
535
Sea Turtle Detection Using Faster R-CNN for Conservation Purpose
542
Application of the Fuzzy Optimality Concept to Decision Making
550
Robust Designing of the PSS and SVC Using Genetic Algorithm
557
Diagnosis of Functioning of Gas Pipelines by Cluster Analysis Method
565
Investigation of Unbalanced Open Economy System by Using Interval Mathematics for the Case of Azerbaijan Republic
573
Deep Learning Based Analysis in Oncological Studies: Colorectal Cancer Staging
580
Sea Turtle Species Classification for Environmental Research and Conservation
588
Simulation of Chemical-Technological Complexes
596
Student Performance Classification Using Artificial Intelligence Techniques
604
Fuzzy Set Theory Tools in Models of Uncertainties in Economics
613
Investigation of Preference Knowledge of Decision Maker on Consumer Buying Behaviour
621
Computing with Words in Natural Language Processing
626
Synthesis of Intelligent Control System of Quadrotor-Multidimensional Dynamic Object
632
Analysis of Indicators of the State of Regional Freight Traffic by Method of Fuzzy Linear Regression
639
Bifurcation Analysis and Synergetic Control of a Dynamic System with Several Parameters
647
Predicting Dynamics of the Consumer Commodity Market Based on Fuzzy Neural Network
654
Properties of Set-Theoretical Operations over <InlineEquation ID="IEq1"><InlineMediaObject><ImageObject Color="BlackWhite" FileRef="481168_1_En_84_Chapter_IEq1.gif" Format="GIF" Rendition="HTML" Type="Linedraw" /></InlineMediaObject><EquationSource Format="TEX">$$ Z $$</EquationSource></InlineEquation>-Sets
662
Tumor Classification Using Gene Expression and Machine Learning Models
668
Assessment of Environmental Management in the Region on the Basis of Fuzzy-Plural Analysis of Statistical Data
675
Automated Voice Recognition of Emotions Through the Use of Neural Networks
683
Non-linear Ensemble Modeling for Multi-step Ahead Prediction of Treated COD in Wastewater Treatment Plant
690
A New Model of Movement of Liquids in Porous Medium
697
Development of CNN Model for Prediction of CRISPR/Cas12 Guide RNA Activity
704
Fuzzy Model of Functioning of Educational-Laboratory and Production Capacities of the Educational Cluster in the Information Security Field
712
About One Mathematical Model of Reliability and Safety of Complex Systems
720
Synthesis of the Two-Level Intelligent Hierarchical Control System of the Mobile Robot
728
Absenteeism Prediction: A Comparative Study Using Machine Learning Models
735
Stable Algorithms for Adaptation of Objects with Control Delay
741
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
749
Fuzzy-Multiple Modeling for the Analysis and Forecasting of Economic Cenosis
758
Eigensolution of 2 by 2 Z-Matrix
763
On Possibility of Using a Toothed Belt Drive in a Drive to Rocker-Machines
768
Calculation of Lyapunov Exponent of Time Series
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