07740nam a22007455i 4500 978-3-031-62799-6 DE-He213 20251030112310.0 cr nn 008mamaa 240612s2024 sz | s |||| 0|eng d 9783031627996 978-3-031-62799-6 10.1007/978-3-031-62799-6 doi Q334-342 TA347.A78 UYQ bicssc COM004000 bisacsh UYQ thema Advances in Artificial Intelligence [electronic resource] : 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. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XVII, 276 p. 74 illus., 66 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Lecture Notes in Artificial Intelligence, 2945-9141 ; 14640 -- 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. This book constitutes the refereed proceedings of the 20th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2024, held in A Coruña, Spain, during June 19–21, 2024. The 27 full papers presented in this book were carefully reviewed and selected from 38 submissions. CAEPIA is a forum open to researchers from all over the world to present and discuss their latest scientific and technological advances in Artificial Intelligence (AI). The papers cover such themes as: machine learning, search and optimization, creativity and AI, ontologies and knowledge graphs, education and AI, foundation, models and applications of AI, uncertainty in AI, ambient intelligence and smart environments, explainable and responsible AI, fuzzy logic, natural language processing, knowledge representation, reasoning and logic, constraints, search and planning, multi-agent systems, computer vision and robotics, and intelligent web and information retrieval. Artificial intelligence. 58441 Computer networks . 60157 Social sciences Data processing. 65741 Education Data processing. Computer vision. Application software. Artificial Intelligence. 58441 Computer Communication Networks. 65689 Computer Application in Social and Behavioral Sciences. 65743 Computers and Education. Computer Vision. Computer and Information Systems Applications. Alonso-Betanzos, Amparo. editor. (orcid)0000-0003-0950-0012 https://orcid.org/0000-0003-0950-0012 edt http://id.loc.gov/vocabulary/relators/edt 78617 Guijarro-Berdiñas, Bertha. editor. (orcid)0000-0001-8901-5441 https://orcid.org/0000-0001-8901-5441 edt http://id.loc.gov/vocabulary/relators/edt 78618 Bolón-Canedo, Verónica. editor. (orcid)0000-0002-0524-6427 https://orcid.org/0000-0002-0524-6427 edt http://id.loc.gov/vocabulary/relators/edt 78619 Hernández-Pereira, Elena. editor. (orcid)0000-0001-8666-4075 https://orcid.org/0000-0001-8666-4075 edt http://id.loc.gov/vocabulary/relators/edt 78620 Fontenla-Romero, Oscar. editor. (orcid)0000-0003-4203-8720 https://orcid.org/0000-0003-4203-8720 edt http://id.loc.gov/vocabulary/relators/edt 78621 Camacho, David. editor. (orcid)0000-0002-0535-7450 https://orcid.org/0000-0002-0535-7450 edt http://id.loc.gov/vocabulary/relators/edt 78622 Rabuñal, Juan Ramón. editor. (orcid)0000-0002-5757-1897 https://orcid.org/0000-0002-5757-1897 edt http://id.loc.gov/vocabulary/relators/edt 78623 Ojeda-Aciego, Manuel. editor. edt http://id.loc.gov/vocabulary/relators/edt 78624 Medina, Jesús. editor. (orcid)0000-0002-3931-5873 https://orcid.org/0000-0002-3931-5873 edt http://id.loc.gov/vocabulary/relators/edt 68852 Riquelme, José C. editor. (orcid)0000-0002-8243-2186 https://orcid.org/0000-0002-8243-2186 edt http://id.loc.gov/vocabulary/relators/edt 78625 Troncoso, Alicia. editor. (orcid)0000-0002-9801-7999 https://orcid.org/0000-0002-9801-7999 edt http://id.loc.gov/vocabulary/relators/edt 78626 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031627989 Printed edition: 9783031628009 Lecture Notes in Artificial Intelligence, 2945-9141 ; 14640 https://doi.org/10.1007/978-3-031-62799-6 ZDB-2-SCS ZDB-2-SXCS ZDB-2-LNC 60695 60695