Uncertainty and Imprecision in Decision Making and Decision Support - New Advances, Challenges, and Perspectives

Name: Uncertainty and Imprecision in Decision Making and Decision Support - New Advances, Challenges, and Perspectives | Selected Papers from BOS/SOR-2022, Held on October 13-15, 2022, and IWIFSGN-2022, Held on October 13-14, 2022, in Warsaw, Poland
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Selected Papers from BOS/SOR-2022, Held on October 13-15, 2022, and IWIFSGN-2022, Held on October 13-14, 2022, in Warsaw, Poland

Krassimir T. Atanassov Vassia Atanassova Janusz Kacprzyk Andrzej Kaluszko Maciej Krawczak Jan W. Owsinski Sotir S. Sotirov Evdokia Sotirova Eulalia Szmidt Slawomir Zadrozny(Herausgeber*in)

Springer (Verlag)

Erschienen am 20. Oktober 2023

XVI, 344 Seiten

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Inhalt

Intro
Preface
Contents
Fuzzy Sets, Intuitionistic Fuzzy Sets, Rough Sets
On Intuitionistic Fuzzy Extended Modal Topological Structures
1 Introduction
2 Preliminaries
3 Definitions of a Fourth Type of Intuitionistic Fuzzy Feeble Topological Structures
4 Conclusion
References
Intuitionistic Fuzzy Evaluation of User Requests Frequency
1 Introduction
2 Main Idea
3 An Example
4 Conclusion
References
Balanced and Intuitionistic Fuzzy Systems of Equations
1 Introduction
2 Mathematical Background
2.1 Extensions of Fuzzy Sets
2.2 Balanced Sets and Relations
2.3 Intuitionistic Fuzzy Relations
3 Connections Between Balanced and Intuitionistic Fuzzy Systems of Equations
4 Examples of Applications of Systems of Equations
5 Summary
References
On the Solutions of Some Equations with Intuitionistic Fuzzy Index Matrices
1 Introduction
2 The Equation with Operation
2.1 The Equation with Operation
2.2 The Equation with Operation
3 The Equation with Operation
3.1 The Equation with Operation
3.2 The Equation with Operation
4 The Equation with Operation
5 Conclusion
References
Convergence of Functions of Several Intuitionistic Fuzzy Observables
1 Introduction
2 IF-Events, IF-States and IF-Observables
3 Product Operation, Joint IF-Observable and Independence
4 Kolmogorov Construction
5 Function of Several IF-Observables
6 Convergence of Functions of Several IF-Observables
7 Conclusion
References
Review of Fuzzification Functionals Dedicated to OFN
1 Ordered Fuzzy Numbers
1.1 OFN Arithmetic
2 Fuzzifiers
2.1 Inverse Golden Ratio Method
2.2 BeeT Fuzzifier
2.3 BeeM Type Fuzzifier
3 Summary
References
Using Modified Canberra Distance as OFN Numbers Comparison Operator
1 Introduction
2 Similarity Measures
3 Methodology
3.1 The Ordered Fuzzy Numbers
3.2 Lemma and Definitions
4 Experiments and Results Evaluation
5 Experiments and Results Evaluation
6 Discussion, Limitations and Future Work
7 Conclusion
References
Advanced Data Analysis and Machine Learning
Parameterized Interval-Valued Aggregation Functions in Classification of Data with Large Number of Missing Values
1 Introduction
2 Basic Notions and Properties Related to IV Aggregation Functions
3 Algorithm and Details of Experiments
4 Results and Statistical Tests
5 Conclusions and Future Plans
References
Rough Set Flow Graphs for Information Systems over Ontological Graphs
1 Introduction
2 Basic Notions
2.1 Rough Set Flow Graphs for Information Systems Over Ontological Graphs
3 RSFG Visualizer Module
4 Modeling with RSFG Visualizer
4.1 Ontological Graphs for Educational Paths and Job Careers
4.2 RSFG Graph with Assigned Ontological Graphs
5 Conclusions
References
Aggregation Functions in Researching Connections Between Bio-Markers and DNA Micro-arrays
1 Introduction
2 Aggregation Functions
3 Regression
4 Experiments
5 Results
6 Conclusions
References
A Comparison of Client Weighting Schemes in Federated Learning
1 Introduction
2 Background and Related Work
2.1 Federated Learning
2.2 Interval-Valued Fuzzy Set Theory
3 Proposed Method
4 Experiment and Results
4.1 Structure of Dataset
4.2 Comparison and Analysis of Different Models
5 Concluding Remarks
References
InterCriteria Analysis of the Supervisory Statistic Data for Selected 8 EU Countries During the Period 2020-2021
1 Introduction
2 Data Analysis
3 Experimental results
4 Conclusion
References
Industrial and Business Applications
Generalized Net Models of Traffic Quality Evaluation of a Service Stage
1 Introduction
2 Preliminaries
2.1 Base Virtual Service Devices and Their Parameters
2.2 Conceptual Model of a Service Phase
2.3 Conceptual Model of a Service Stage
3 A Generalized Net Model of Traffic Quality Evaluation of a Service Phase
4 Generalized Net Model of a Service Stage
5 Conclusions
References
Generalized Net Model of Overall Network Efficiency Evaluation
1 Introduction
1.1 Base Virtual Service Devices and Their Parameters
1.2 Conceptual Model of QoS Contributions in an Overall Telecommunication System Including Users
1.3 Network Efficiency Indicators
2 A Generalized Net Model of Overall Network Efficiency Evaluation
3 Conclusions
References
Generalized Net Model of the General Claim Process - Cassation Proceedings before the Supreme Court of Cassation
1 Introduction
2 Generalized Net Model of the General Claim Process
3 Conclusion
References
Generalized Net Model of the General Claim Process - Annulment Proceedings Before the Supreme Court of Cassation
1 Introduction
2 Generalized Net Model of the General Claim Process
3 Conclusion
References
Medical and Health care Applications
Selected Artificial Intelligence Technologies in the Practice of the Clinician and Researcher in Physiotherapy
1 Introduction
1.1 Case Study 1: Fuzzy-Based Gait Analysis in Physiotherapy
1.2 Case Study 2: Fuzzy-Based Quality of Life Analysis in Physiotherapy
1.3 Case Study 3: Fuzzy-Based Physical Influence of Occupational Stress and Burnout Analysis in Physiotherapy
2 Materials and Methods
2.1 Material
2.2 Methods
3 Results
4 Discussion
5 Conclusions
References
A Generalized Net Model of Some Nephrological Diseases
1 Introduction
2 A Generalized Net Model
3 Conclusion
References
A Generalized Net Model of Acute Respiratory Distress Syndrome
1 Introduction
2 Short Remarks on Generalized Nets
3 Animal Treatment and Investigation of Gas Exchange, Blood Parameters and Biophysical Analysis of Bronchoalveolar Lavage
4 A Generalized Net Model
5 Conclusion
References
Generalized Net Model of Rehabilitation Algorithm for Patients with Shoulder Impingement Syndrome
1 Introduction
2 The Apparatus of Generalized Nets
3 Results: The Generalized Net Model
4 Conclusions
References
Application of the InterCriteria Analysis Aproach to a Burnout Syndrome Data
1 Introduction
2 Materials and Methods
3 An application of the ICA
3.1 Applying ICA approach for University Hospital for Active Treatment Burgas
3.2 Applying ICA approach for University Hospital for Active Treatment Eurohospital
3.3 Applying ICA approach for University Hospital for Active Treatment Kaspela
3.4 Applying ICA approach for Municipal Hospital for Active Treatment
3.5 Applying ICA approach for Specialized Rehabilitation Hospital
4 Conclusion
References
Decision Making, Optimization and Problem Solving
On the Use of 'Ideal Structures' in Opinion Profile Identification
1 Introduction: The Problem Considered
2 The Outline of Approach
2.1 The General Setting
2.2 The 'Ideal Structures' and Their Meaning
2.3 Some Algorithmic Considerations
2.4 Remarks on the Practical Aspects
3 Summary and Conclusions
References
Estimation of the Strict Preference Relation on the Basis of Pairwise Comparisons for Moderate and Large Size Sets
1 Introduction
2 Estimation Problem, Assumptions About Comparisons, form of Estimator
3 Test Reducing Probabilities of Errors of Comparisons Based on Medians from Comparisons
4 Effects of Application of Proposed Test
5 Procedure and Test Reducing Probabilities of Errors of Comparisons Based on Whole Set of Comparisons
6 Summary and Conclusions
References
Improved CSO Algorithm in Practical Applications
1 Introduction
2 CSO Algorithm
3 Improvement of the CSO Algorithm
4 Application of CSO Algorithm
5 Application of CSO Algorithm
6 Obtained Results
7 Conclusions
References
On the Quasi-Efficient Frontier of the Set of Optimal Portfolios Under Hybrid Uncertainty with Short Sales Allowed
1 Introduction
2 Minimal Risk Portfolio with Allowed Short Sales
3 Minimal Risk Portfolio in Conditions of Hybrid Uncertainty
4 Quasi-efficient Frontier of Minimum Risk Portfolio
5 Specification of a Model for One Class of Fuzzy Random Variables
6 Model Example
7 Summary
References
Applications
Fuzzy Mechanism for Data Transmission Adaptation
1 Introduction
2 MPTCP
3 Adaptation Mechanism of Artificial Intelligence for 5G Networks
3.1 The Algorithm of OFN Scheduler
3.2 Simulation Test Results
4 Conclusions
References
Using the Hub and Spoke Structure to Improve the Organization of Public Transport in Warsaw
1 Introduction
2 Definitions of Used Graph Structures
3 Warsaw Urban Transport System
4 Evolutionary Based Method to Obtain Hub Nodes in Warsaw Communication System
5 Results of Computer Simulations
6 Conclusions
References
Evaluation Metrics for a Hybrid Classification System Based on the Distributivity Equation and the UNSW-NB15 Cyberattack Dataset
1 Introduction
2 A Hybrid Classification Model
3 Distributivity Equation of Aggregation Functions
4 UNSW-NB15 Dataset
5 The Hybrid Classification Method Based on the Distributivity Law
5.1 The Proposed Hybrid Approach
5.2 Experimental Results and Discussion
6 Conclusions
References
Hybrid Sensor System for Robot Control with Nonlinear Autoregressive Network with Exogenous Inputs
1 Introduction
2 The NARX Model
3 Results
4 Conclusions
References
Generalized Net Model of a Collective Work of a DOBOT Magician Robot System with a Centralized Control
1 Introduction
2 A GN Model
3 Conclusion
References
Optimizing the Operation of a Wireless Sensor Network Using a Swarm Intelligence Algorithm
1 Introduction
1.1 Swarm Intelligence
2 ABC Algorithm
3 Whale Algorithm
4 Optimal Use of Energy of Wireless Sensor Network
5 Analysis of the Obtained Results
6 Conclusions
References
Author Index

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