Computational Intelligence and Mathematics for Tackling Complex Problems 2

Preface
Contents
A New Exploitation Scheme in the Context of Bipolar Classifiers
1 Introduction
2 Bipolar Knowledge Representation in Supervised Classification
3 A New CART-Based Approach to Exploit Bipolar Scores
4 Experimental Study
5 Concluding Remarks
References
Dynamic Maximal Covering Location Problem with Facility Types and Time Dependent Availability
1 Introduction
2 Dynamic Maximal Covering Location Problem with Facility Types and Time Dependent Availability
3 Two Illustrative Examples
4 Final Comments
References
Implicative Linguistic Summaries
1 Introduction
2 Linguistic Summaries
3 Computing the Validity of Linguistic Summaries
4 Conclusions and Future Work
References
Comparison of Discrete Memetic Evolutionary Metaheuristics for TSP
1 Introduction
2 Increasing Number of Existing Metaheuristics
3 Common Parts of the Algorithms
4 Analized Discrete Memetic Evolutionary Metaheuristics and Other Algorithms, Which Are Applied for TSP
5 The Applied Simulation Test Methods
6 TSP Instances
7 Results of the Simulation and Its Conclusions
8 Future Research Opportunities
References
Syntactic Analysis of Sentences Using Deep Neural Networks
1 Introduction
2 Detection of Sentence Components Using Deep Learning Models
3 Experimental Results
4 Conclusions and Future Works
References
Estimating Remaining Time of Business Processes with Structural Attributes of the Traces
1 Introduction
2 A New Prediction Model for Remaining Time Estimation
2.1 Definition of Attributes
2.2 Extended Annotated Transition System
3 Experimental Validation and Conclusions
References
Convolutional Neural Networks in the Ovarian Cancer Detection
1 Introduction
2 Histopathological Preliminaries
3 Data Pre-procesing and Convolutional Neural Network
4 Numerical Results
5 Conclusions
References
Analyzing the Performance of TSP Solver Methods
1 Introduction
2 Computational Results
2.1 Comparison of Tour Lengths Found by the TSP Solver Algorithms
2.2 Fitting Curves to the Run Times of the Algorithms
3 Conclusion
References
A Fuzzy Model to Aggregate Performance Indicators in Sports
1 Introduction
2 Background
2.1 Type-1 OWA Aggregation Operator
3 Methodology
4 Case of Study
5 Conclusions and Future Work
References
Formal Analysis of Solar Power and Weather Data
1 Introduction
2 Preliminary Concepts
2.1 Multi-adjoint Formal Concept Analysis
2.2 Open Data and JavaScript Object Notation
3 From Open Data to Formal Contexts
4 Study of Environmental States
4.1 General Study of Environmental States
4.2 Particular Study of Environmental States
5 Analysis of Energy Production
6 Conclusions and Future Work
References
A New Community Detection Problem Based on Bipolar Fuzzy Measures
1 Introduction
2 Community Detection Problems over Extended Fuzzy Graphs
3 An Adaptation of Louvain Algorithm for Extended Bipolar Fuzzy Graphs
4 Conclusions
References
Novel Methods of FCM Model Reduction
1 Introduction
1.1 Quick Overview of Fuzzy Cognitive Maps
1.2 The Motivating Problem: Waste Management System
1.3 Existing Model Reduction Methods
1.4 Model Reduction Technique Based on Fuzzy Tolerance Relations
2 Further Clustering-Based Model Reduction Techniques
2.1 K-Means-Based Method
2.2 Fuzzy C-Means-Based Method
3 Results
3.1 A Basic Example of Model Reduction
3.2 Reduction of the Waste Management Model
4 Conclusions
References
Some Implications of Interval Approach to Dimension for Network Complexity
1 Introduction
2 Quasiorthogonal Dimension
3 Computation of Finite Mappings by Feedforward Networks
4 Bounds on Approximate Measure of Network Sparsity
5 Discussion
References
Social Indexes Segregation Based on MEOWA and MOOWA Aggregation Operators
1 Introduction
2 OWA and MEOWA Aggregation Operators
3 MOOWA Aggregation Operators
4 Social Indexes Segregation Based on MEOWA, MOOWA and OWA Aggregation Operators
5 Final Remarks
References
Combining Conceptual Graphs and Sentiment Analysis for Fake News Detection
1 Introduction
2 Related Work
3 Framework Architecture
4 Experiments
4.1 System Initialization
4.2 Evaluation of New Content
5 Conclusions
References
A Weakened Notion of Congruence to Reduce Concept Lattices
1 Introduction
2 Preliminaries
3 Local congruences
4 Conclusions and Future Work
References
Interactive Search by Using Minimal Generators
1 Introduction
2 Preliminaries
3 Using Minimal Generators as Forks
4 Conclusions and Future Works
References
Knowledge Implications in Multi-adjoint Concept Lattices
1 Introduction
2 Preliminaries
3 Knowledge-Implications in Multi-adjoint Concept Lattices
4 Conclusions and Future Works
References
Fuzzy Decision Support Methodology for Sustainable Packaging System Design
1 Introduction
1.1 General Introduction and Motivation
1.2 Structure of the Paper
1.3 Literature Review
1.4 Preliminaries of the Research
2 Methodology Applied
2.1 The Fuzzy Signature Model
3 Results
3.1 External Factors
3.2 Main Aspects
3.3 Aggregation Operators
4 Conclusions and Future Research
References
Some Relationships Between the Notions of f-Inclusion and f-Contradiction
1 Introduction
2 Preliminaries
2.1 Basic Notions About Fuzzy Sets
2.2 -Indexes of Inclusion
2.3 -Indexes of Contradiction
3 Relationships Between f-Contradiction and f-Inclusion
3.1 From f-Inclusion to f-Contradiction
3.2 From f-Contradiction to f-Inclusion
4 Conclusion and Future Work
References
Decomposition Integrals for Interval-Valued Functions
1 Introduction
2 Preliminaries
3 Aumann-Like Decomposition Integral
4 Direct Modification of Definition
5 Concluding Remarks
References
Relational Powerset Theories
1 Introduction
2 Relational Powerset Theory
3 Conclusions
References
On Some Categories Underlying Knowledge Graphs
1 Introduction
2 RDFData in a Nutshell
3 Constructing Categories on RDF-Based Graphs
3.1 Category of RDF Triples: RdfT
3.2 Introducing Formal Contexts and Isotone Galois Connections
3.3 Construction of RDF Power Set Category
4 Conclusions and Future Work
References
On Two Categories of Many-Level Fuzzy Morphological Spaces
1 Introduction
2 Many-Level L-fuzzy Relations
3 Image and Preimage Operators on L-fuzzy Powersets Induced by Many-Level L-fuzzy Relations
4 Operators of Many-Level Fuzzy Erosion and Dilation
4.1 Many-Level Fuzzy Erosion
4.2 Many-Level Fuzzy Dilation
5 Categories of Many-Level Fuzzy Morphological Spaces
5.1 Category E of Many-Valued Erosion Spaces
5.2 Category Δ of Many-Valued Fuzzy Dilation Spaces
5.3 Categories EΔ-1 and E-1Δ
6 Conclusion
References
Congruences on Lattices and Lattice-Valued Functions
1 Introduction
2 Preliminaries
3 Results
3.1 Complete Congruences on L Induced by L-Valued Functions
3.2 From Congruences to Residuated Maps
3.3 Representation of Finite Lattices
4 Conclusion
References
Some Roughness Features of Fuzzy Sets
1 Introduction
2 Preliminary Notions
3 Rough Numbers
4 Rough Real Functions
4.1 Rough Continuity–Discontinuity
4.2 Pointwise Lower and Upper Approximations of Real Functions
5 Fuzzy Sets from the Point of View of Rough Calculus
6 Conclusion
References
Author Index