Computational Intelligence and Mathematics for Tackling Complex Problems 5 (Studies in Computational Intelligence, 1127)

✍ Scribed by M.Eugenia Cornejo (editor), László T. Kóczy (editor), Jesús Medina (editor), Eloísa Ramírez-Poussa (editor)

• Publisher: Springer
• Year: 2024
• Tongue: English
• Leaves: 151
• Category: Library

✦ Synopsis

This book is focused on connecting two interesting research areas, mathematics and computational intelligence, by means of appealing contributions devoted to give solutions to different challenges of the current technological age.

It continues the collection of articles dealing with the important and efficient combination of these both areas, with a stress of fuzzy systems and fuzzy logic.

It also includes relevant papers on the development and application of mathematics, artificial intelligence, and automatic reasoning tools to Digital Forensics, which have been developed within the framework of the COST Action DigForASP-CA17124 (digforasp.uca.es).

✦ Table of Contents

Preface
Contents
Additional Notes on Heterogeneous Concept-Forming Operators
1 Introduction
2 Heterogeneous Concept-Forming Operators
3 Extended Results
4 Conclusions and Future Work
References
On Measuring the Solvability of a Fuzzy Relation Equation
1 Introduction
2 Approximation of Unsolvable Multi-adjoint Relation Equations
3 Measuring the Solvability of a MARE
4 Different Types of Unsolvability
5 Conclusions and Future Work
References
Efficiency of Fuzzy Rough Set Decision Algorithms
1 Introduction
2 Fuzzy Rough Set Decision Algorithms
3 Efficiency of Decision Algorithms
4 Conclusions and Further Work
References
Use of Fuzzy Time Series to Generate Linguistic Descriptions of Noise Pollution
1 Introduction
2 Description of the Proposal
2.1 Generation of the Original FTS
2.2 Matching Linguistic Labels and Fuzzy Sets
3 Conclusions and Future Works
References
A Novel Fingerprint Identification Fuzzy System Using a Center-Distance Weighted Local Binary Pattern
1 Introduction
2 Related Works
3 Fuzzy Fingerprint Identification System (FFIS) Overview
3.1 Fingerprint Enhancement and Binarization
3.2 Rotation Solver of the Enhanced Images
3.3 Decreasing the Image Size
3.4 Local Binary Pattern Weighted Vector Extraction
3.5 Matching
4 Results and Discussion
5 Conclusion and Future Work
References
Global Sensitivity Analysis and Low Magnitude Pruning for Convolutional Neural Networks Reduction in Image Net Based on Transfer Learning State of the Art Models
1 Introduction
2 Experiment
3 Results
4 Conclusion
References
Generalized Linearity of Aggregation and Related Functions
1 Introduction
2 Continuous Piecewise Linear Fusion and Aggregation Functions
3 2-Simplices Based Case
4 4-Simplices Based Example
5 Concluding Remarks
References
Closure Operators on AMV-Valued Fuzzy Sets
1 Introduction
2 upper A upper M upper VAMV-Valued Fuzzy Sets
3 Closure Operators on Powerset Objects of left parenthesis script upper R comma script upper R Superscript asterisk Baseline right parenthesis(calR,calR*)-Fuzzy Sets
4 Conclusions and Future Development
References
An Application of a Fuzzy Multi-criteria Decision Making Process for Explainable Machine Learning in the Actuarial Context
1 Introduction
2 Approach
3 Study Case
3.1 Models
3.2 XAI
3.3 Decision Making Process
4 Conclusions
References
A Software Tool for Solving the Traveling Salesman Problem and Related Non-fuzzy and Fuzzy Optimization Problems
1 Introduction
2 The Discrete Bacterial Memetic Evolutionary Algorithm
3 The Software
4 Conclusions
References
Characterizing Clarify and Reduce Method by Means of Left-Sided Formal Concept Analysis
1 Introduction
2 Preliminaries
2.1 Left-Sided Formal Concept Analysis
2.2 The Clarify-and-Reduce Method
3 Generalizing CR-Method
4 Conclusion and Future Work
References
ITAMACDSS: A Fuzzy Clinical Diagnostic Support System for Coeliac Disease
1 Introduction
2 Description and Method
2.1 Implementation
2.2 Data Cleaning and Feature Extraction
2.3 Risk and Confidence Factor
3 Results and Discussion
3.1 Results
3.2 Discussion
References
Preference in Multi-adjoint Logic Programming Based on Ordered Adjoint Pairs
1 Introduction
2 Preliminaries
3 Studying the Impact of Different Implications in Multi-adjoint Logic Programming
4 Conclusions and Future Work
References
Lattice Valued Aggregation Operators Applicable in Digital Forensics
1 Introduction
2 Preliminary Notions
3 Lattice Valued nn-ary Aggregation Operator Associated with Binary Aggregation Operators
4 Conclusions and Future Work
References
Power Consumption-Based Identification of Used Encryption Solution in IoT Environments
1 Introduction
2 Methodology
3 Results
4 Conclusion
References
Maritime Cyber-Attacks Detection Based on a Convolutional Neural Network
1 Introduction
2 Cybersecurity in Maritime Transportation Systems
3 System Model
3.1 Convolutional Neural Network 2D
3.2 Oil Tanker Recognition
3.3 Anomalous Data Detection
4 Conclusion
References
Epistemic Logic and Theory of Mind for Modelling Group Dynamics of Criminal Organizations
1 Introduction
2 Logical Framework
3 Example: Group Dynamics of Criminal Organizations
4 Conclusions
References
Effective Contract-Net-Based Intrusion Detection Using Intelligent Agent-Based Systems
1 Introduction
2 The Proposed IDS System
3 Discussions
4 Conclusions
References
Analysing the Influence of the Pandemic on Crime Patterns in North Macedonia
1 Introduction
2 North Macedonia Crime Events Data Set
3 Crime Data Analysis
4 Forecasting Methodology
5 Crime Forecasting Results
6 Conclusion
References