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Advances in Artificial Intelligence : 20th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2024, A Coruña, Spain, June 19–21, 2024, Proceedings / / edited by Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Verónica Bolón-Canedo, Elena Hernández-Pereira, Oscar Fontenla-Romero, David Camacho, Juan Ramón Rabuñal, Manuel Ojeda-Aciego, Jesús Medina, José C. Riquelme, Alicia Troncoso
| Advances in Artificial Intelligence : 20th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2024, A Coruña, Spain, June 19–21, 2024, Proceedings / / edited by Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Verónica Bolón-Canedo, Elena Hernández-Pereira, Oscar Fontenla-Romero, David Camacho, Juan Ramón Rabuñal, Manuel Ojeda-Aciego, Jesús Medina, José C. Riquelme, Alicia Troncoso |
| Autore | Alonso-Betanzos Amparo |
| Edizione | [1st ed. 2024.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 |
| Descrizione fisica | 1 online resource (293 pages) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
Guijarro-BerdiñasBertha
Bolón-CanedoVerónica Hernández-PereiraElena Fontenla-RomeroOscar CamachoDavid RabuñalJuan Ramón Ojeda-AciegoManuel MedinaJesús RiquelmeJosé C |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Computer networks Social sciences - Data processing Education - Data processing Computer vision Application software Artificial Intelligence Computer Communication Networks Computer Application in Social and Behavioral Sciences Computers and Education Computer Vision Computer and Information Systems Applications |
| ISBN |
9783031627996
9783031627989 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | -- Taking Advantage of Depth Information for Semantic Segmentation in Field-Measured Vineyards. -- Advancing Computational Frontiers: Spiking Neural Networks in High-Energy Efficiency Computing Across Diverse Domains. -- Deep Variational Auto-Encoder for Model-based Water Quality Patrolling with Intelligent Surface Vehicles. -- An Architecture Towards Building a Reliable Suicide Information Chatbot. -- Age estimation using soft labelling ordinal classification approaches. -- O-Hydra: a hybrid convolutional and dictionary-based approach to Time Series Ordinal Classification. -- Predicting Parkinson’s Disease Progression: Analyzing Prodromal Stages through Machine Learning. -- Ground-Level Ozone Forecasting using Explainable Machine Learning. -- Multi-Objective Lagged Feature Selection based on Dependence Coefficient for Time-Series Forecasting. -- FuSDG: A proposal for a fuzzy assessment of Sustainable Development goals achievement. -- A surrogate assisted approach for fitness computation in robust optimization over time. -- A Path Relinking-based approach for the Bi-Objective Double Floor Corridor Allocation Problem. -- An Experimental Comparison of Qiskit and Pennylane for Hybrid Quantum-Classical Support Vector Machines. -- Preserving the Essential Features in CNNs: Pruning and Analysis. -- Iterated Local Search for the Facility Location problem with Limited Choice rule. -- Driven PCTBagging: Seeking greater discriminating capacity for the same level of interpretability. -- Semi-supervised learning methods for Semantic Segmentation of Polyps. -- Community-Based Topic Modeling with Contextual Outlier Handling. -- Toward Explaining Competitive Success in League of Legends: A Machine Learning Analysis. -- Reconstruction-based Anomaly Detection in Wind Turbine Operation Time Series using Generative Models. -- Multi-class and Multi-label Classification of an Assembly Task in Manufacturing. -- Image Processing and Deep Learning Methods for the Semantic Segmentation of Blastocyst Structures. -- Multivariate-Autoencoder flow-analogue method for heat waves reconstruction. -- HEX-GNN: Hierarchical EXpanders for Node Classification. -- The notion of bond in the multi-adjoint concept lattice framework. -- Exploring the use of LLMs for teaching AI and Robotics concepts at a Master's Degree. -- Exploring the Capabilities and Limitations of Neural Methods in the Maximum Cut. |
| Record Nr. | UNINA-9910865239103321 |
Alonso-Betanzos Amparo
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Computational Intelligence and Mathematics for Tackling Complex Problems 3
| Computational Intelligence and Mathematics for Tackling Complex Problems 3 |
| Autore | Harmati István Á |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2021 |
| Descrizione fisica | 1 online resource (223 pages) |
| Altri autori (Persone) |
KóczyLászló T
MedinaJesús Ramírez-PoussaEloísa |
| Collana | Studies in Computational Intelligence Ser. |
| Soggetto genere / forma | Electronic books. |
| ISBN | 3-030-74970-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Contents -- Q-Fuzzy Subtopology -- 1 Preliminaries -- 1.1 Commutative Quantales -- 1.2 Q-Valued Sets -- 1.3 Q-Fuzzy Topologies -- 1.4 Q-Preorders and Alexandroff Q-Topologies -- 2 How to Generate an Alexandroff Strong Q-Topology Constructively -- 3 Q-Fuzzy Subtopology -- 4 Conclusion -- References -- Lattice-Valued Algebraic Structures Via Residuated Maps -- 1 Introduction -- 2 Preliminaries -- 3 Compatible Lattice-Valued Functions and -Algebras -- 4 Conclusion -- References -- Invariant Aggregation and Pre-aggregation Functions -- 1 Introduction -- 2 Transformations of Fusion Functions -- 3 Transformations of Fuzzy Integrals -- References -- Finite Model Property and Varieties of BL-Algebras -- 1 Introduction -- 2 BL-Algebras and Ordinal Sums -- 3 FMP for Varieties of BL-Algebras -- 4 Conclusions -- References -- Collection Integral on Infinite Spaces -- 1 Introduction -- 2 Preliminaries -- 3 Main Theorem and Examples -- 4 Countable Collections -- 5 Concluding Remarks -- References -- Duhamel Hereditary Integrals in Viscoelasticity -- 1 Introduction -- 2 Action Versus Reaction in Linear Viscoelastic Model -- 3 Constitutive Equations. Stress on Strain and Strain on Stress Dependence -- 4 Duhamel Hereditary Integral in Uniaxial Viscoelasticity. Maxwell Model -- 5 Conclusion -- References -- Weighted Penalty-Based Aggregation -- 1 Introduction -- 2 Penalty-Based Aggregation Functions -- 3 Weighted Penalty Functions -- 4 Concluding Remarks -- References -- Aggregation Operators in Fuzzy Relational Mathematical Morphology: Erosion and Dilation -- 1 Introduction -- 2 Preliminaries -- 2.1 Lattices, Quantales, Girard Quantales -- 2.2 L-Fuzzy Relations -- 3 Operators of Structured L-Fuzzy Relational Erosion and Dilation -- 4 Interrelations Between Fuzzy Relational Erosion and Dilation.
5 Aggregation of Fuzzy Relational Erosion and Fuzzy Relational Dilation Operators -- 5.1 (wedge,vee)-Aggregation -- 5.2 (vee,wedge)-Aggregation -- 5.3 Aggregation on the Base of a Product-Coproduct (,) Pair -- 6 Conclusion -- References -- Characterization of the Infimum of Classes Induced by an Attribute Reduction in FCA -- 1 Introduction -- 2 Preliminaries -- 3 Characterizing the Infimum of Classes -- 4 Conclusions and Future Work -- References -- Extensions of Fuzzy Measures Based on Double Generalization of the Lovász Extension Formula -- 1 Introduction -- 2 Preliminaries -- 3 Generalizations of the Lovász Extension Formula -- 4 Conclusion -- References -- On the Intuitionistic Fuzzy Representations of Rough Real Functions -- 1 Introduction -- 2 Pawlak Approximation Spaces on Intervals -- 3 Rough Real Functions and Their Representations -- 4 Intuitionistic Fuzzy Set Representations of Rough Real Functions -- 4.1 Basic Notions and Notations -- 4.2 Intuitionistic Fuzzy Sets Derived from Rough Real Functions -- 4.3 Basic Relations and Operations with Derived Intuitionistic Fuzzy Sets -- 5 Conclusion -- References -- Automatic Generation of Linguistic Descriptions of Electricity Consumption in the Buildings of a Large Institution -- 1 Introduction -- 2 Related Work -- 3 LPN Design to Describe Building Electrical Consumption -- 4 Conclusions and Future Work -- References -- On the Selection the Rule Membership Functions and Fuzzy Rule Interpolation -- 1 Introduction -- 2 Image Filtering Methods and Antecedent Generation -- 3 Rule Base Selection -- 4 Conclusion and Further Outlook -- References -- Linguistic Descriptions of Data Via Fuzzy Formal Concept Analysis -- 1 Introduction -- 2 Fuzzy Concept Lattices -- 3 Transforming Datasets Into Residuated Contexts -- 4 Linguistic Descriptions By Using Irreducibles Concepts -- 5 Conclusions and Future Work. References -- Rough Sets and Topology in AST: A Study Via Higher-Order Fuzzy Logic -- 1 Introduction -- 2 Preliminaries -- 2.1 Alternative Set Theory -- 2.2 Rough Set Theory -- 2.3 Fuzzy Sets in Fuzzy Type Theory -- 3 Rough Sets and Topology in AST Via Fuzzy Type Theory -- 3.1 Figures -- 3.2 Rough Fuzzy Sets -- 3.3 Fuzzy Topology Based on the Fuzzy Equality -- 4 Conclusion -- References -- olgga: An On-Line Generation-Less Genetic Algorithm -- 1 Introduction -- 2 On-Line Generation-Less Genetic Algorithm -- 2.1 Algorithm Overview -- 2.2 Selection Process -- 3 Dynamic Optimization with olgga -- 4 Performance Measurement -- 5 Conclusion -- References -- Some Dynamical Properties of Higher-Order Fuzzy Cognitive Maps -- 1 Introduction -- 2 Higher-Order Fuzzy Cognitive Maps -- 3 Some Dynamical Properties of Higher-Order Fuzzy Cognitive Maps -- 4 Conclusions and Future Work -- References -- A Fuzzy Declarative Approach to Classify Unlabeled Short Texts Based on Automatically Constructed WordNet Ontologies -- 1 Introduction -- 2 Related Work -- 3 A Declarative Approach to Text Classification -- 3.1 Pre-Processing Stage -- 3.2 Automatic Construction of WordNet-Based Ontologies -- 3.3 Classification Method -- 4 Experiments -- 5 Conclusions and Future Work -- References -- Automatic Recognition of Handwritten Urdu Characters -- 1 Introduction -- 1.1 The Problem Statement -- 2 Overview of the Literature -- 2.1 The Urdu Language -- 2.2 Modeling the Problem by Support Vector Machine -- 3 The Proposed Approach in Case of the Urdu Script -- 3.1 Data Preprocessing -- 3.2 Classification -- 4 Testing and Analysis -- 5 Conclusion and Future Work -- References -- Algorithms for Triggering General Regression Neural Network -- 1 Introduction -- 2 General Regression Neural Network -- 3 Learning Methods -- 4 Results and Discussion -- 5 Conclusions -- References. Local Binary Pattern-Based Fingerprint Matching -- 1 Introduction -- 2 System Overview -- 3 Results -- 4 Conclusions -- References -- Database Incident Response and Forensic Preparation Through the Performance Features -- 1 Introduction -- 2 Methodology -- 2.1 Database Performance Feature Selection -- 2.2 Correlation Analysis -- 2.3 Prediction Future Behaviour -- 2.4 Stability Analysis and Change Point Detection -- 3 Case-Study -- 4 Conclusion -- References -- Formal Concept Analysis for Detecting Criminal Patterns -- 1 Introduction -- 2 Preliminaries -- 3 Analysis of Bilbao Crime Dataset -- 4 Conclusions and Future Work -- References -- Detection of Fraudulent Credit Card Transactions by Computational Intelligence Models as a Tool in Digital Forensics -- 1 Introduction -- 2 Data Set -- 3 Computational Intelligence Models -- 4 Comparative Analysis -- 4.1 Verification Method -- 4.2 Parameter Settings for CI Models -- 4.3 Results and Discussion -- 5 Conclusions -- References -- Data Mining Techniques for the Analysis of Student's Admission Data -- 1 Introduction -- 2 Data Mining Process and Data Mining Techniques -- 3 Research Methodology -- 4 Data Analysis and Results -- 5 Conclusions and Future Work -- References. |
| Record Nr. | UNINA-9910497101303321 |
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Harmati István Á
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| Cham : , : Springer International Publishing AG, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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