Advances in Artificial Intelligence (Record no. 88296)
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| 000 -LEADER | |
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| fixed length control field | 07374nam a22007455i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-031-62799-6 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240730172424.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240612s2024 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783031627996 |
| -- | 978-3-031-62799-6 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 006.3 |
| 245 10 - TITLE STATEMENT | |
| Title | Advances in Artificial Intelligence |
| Sub Title | 20th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2024, A Coruña, Spain, June 19-21, 2024, Proceedings / |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2024. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | XVII, 276 p. 74 illus., 66 illus. in color. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Lecture Notes in Artificial Intelligence, |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | -- 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. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | 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. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Data processing. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Data processing. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Alonso-Betanzos, Amparo. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Guijarro-Berdiñas, Bertha. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Bolón-Canedo, Verónica. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Hernández-Pereira, Elena. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Fontenla-Romero, Oscar. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Camacho, David. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Rabuñal, Juan Ramón. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Ojeda-Aciego, Manuel. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Medina, Jesús. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Riquelme, José C. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Troncoso, Alicia. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://doi.org/10.1007/978-3-031-62799-6 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Cham : |
| -- | Springer Nature Switzerland : |
| -- | Imprint: Springer, |
| -- | 2024. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
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| -- | rda |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Artificial intelligence. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer networks . |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Social sciences |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Education |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer vision. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Application software. |
| 650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Artificial Intelligence. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer Communication Networks. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer Application in Social and Behavioral Sciences. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computers and Education. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer Vision. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer and Information Systems Applications. |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0003-0950-0012 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0001-8901-5441 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0002-0524-6427 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0001-8666-4075 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0003-4203-8720 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0002-5757-1897 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0002-3931-5873 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0002-8243-2186 |
| 700 1# - AUTHOR 2 | |
| -- | (orcid) |
| -- | 0000-0002-9801-7999 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| -- | 2945-9141 ; |
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