Advances in Artificial Intelligence

Advances in Artificial Intelligence

20th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2024, A Coruna, Spain, June 19-21, 2024, Proceedings

Camacho, David; Ojeda-Aciego, Manuel; Hernandez-Pereira, Elena; Bolon-Canedo, Veronica; Guijarro-Berdinas, Bertha; Rabunal, Juan Ramon; Riquelme, Jose C.; Alonso-Betanzos, Amparo; Medina, Jesus; Fontenla-Romero, Oscar

Springer International Publishing AG

06/2024

276

Mole

9783031627989

15 a 20 dias

Descrição não disponível.
.- 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.
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Computer Science;Informatics;Conference Proceedings;Research;Applications;Computing methodologies;Artificial intelligence;Computer vision;Machine learning;Natural language processing;Knowledge representation and reasoning;Vagueness and fuzzy logic;Information systems applications;Data mining;Search methodologies;Applied computing for education