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