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ORCID20th HAIS 2025: Salamanca, Spain - Part I
- Emilio Corchado
, Héctor Quintián, Alicia Troncoso Lora, Hilde Pérez García, Esteban Jove-Pérez, José Luís Calvo-Rolle, Francisco Javier Martínez de Pisón, Pablo García Bringas, Francisco Martínez-Álvarez, Álvaro Herrero, Paolo Fosci, Ramos Sérgio Filipe:
Hybrid Artificial Intelligent Systems - 20th International Conference, HAIS 2025, Salamanca, Spain, October 16-17, 2025, Proceedings, Part I. Lecture Notes in Computer Science 16202, Springer 2026, ISBN 978-3-032-08464-4
Agricultural and Environmental Monitoring
- Manuel Rubiños, Álvaro Michelena, Agustín García-Fischer, Anabel Díaz-Labrador, Gonzalo Xoel Otero-González, José Luís Casteleiro-Roca:
Comparative Analysis of Cattle Behavior Across Intensive Dairy Farms Through Dimensional Reduction Techniques. 3-14 - Irene González-Fernández, David Sobrín-Hidalgo, Juan Diego Peña Narváez, Francisco J. Rodríguez-Lera, Camino Fernández Llamas, Francisco Martín:
Environmental Sound Recognition for Human-Robot Interaction in Social Robots. 15-26 - Andrés Manuel Chacón-Maldonado, N. Martínez Van der Looven, Gualberto Asencio-Cortés, Alicia Troncoso Lora:
A New Transformer-Based Hybrid Model to Forecast Olive Fruit Fly Using Multimodal Data. 27-38 - Boguslaw Cyganek, Mateusz Knapik:
Infrared Driver Monitoring Systems - A Review, New Opportunities and Trends. 39-51 - Ana Costa, Dalila Durães:
Ambient Intelligence Integration in Vocational Education: Evaluating Smart Learning Environments for Digital Skills Development. 52-63 - Oriol Chacón-Albero, Jaume Jordán, Vicent J. Botti, Vicente Julián:
Zero-Shot and Few-Shot Learning with Vision-Language Models for Post-disaster Structural Damage Assessment. 64-76
Biomedical Applications
- Madalina Dicu, Enol García González, Camelia Chira, José R. Villar:
Analyzing the Impact of Data Augmentation on Tumor Detection and Classification in Mammograms. 79-90 - Mara Macelaru, Petrica C. Pop, Rares Chiuzbaian, Norbert Kovacs:
An Enhanced Hybrid Machine Learning Model for Plant Disease Detection and Classification. 91-102 - Samson Mihirette, Enrique Antonio de la Cal Marín, Qing Tan:
Interpretable ML for Stress Detection from Vital Signs Using SHAP. 103-114 - Fernando Moncada Martins, Víctor M. González, José R. Villar, María Antonia Gutiérrez, Pablo Calvo Calleja, Sara Urdiales Sánchez, Ricardo Díaz Pérez, Alinne Dalla-Porta Acosta:
Learning from Normal Brain Activity for Automatic Detection of Photoparoxysmal Responses as Electroencephalogram Anomalies. 115-126 - Marcos Rodriguez-Vega, Pino Caballero-Gil:
Subsymbolic and Symbolic Pipeline for an Explainable EEG Authentication System. 127-139
Cybersecurity and Network Protection
- Álvaro Michelena, Jose Aveleira-Mata, Marta-María Álvarez-Crespo, Emilio Lima Bullones, Agustín García-Fischer, Carmen Benavides, José Luís Calvo-Rolle:
Analyzing DoS Attacks on CoAP Networks Using Low-Dimensional Latent Representations. 143-153 - Gabriel Souza Marques, Maynara Donato de Souza, Flávio Arthur Oliveira Santos, Cleber Zanchettin, Paulo Novais:
An Approach to Anomaly Detection with Dynamic Threshold Definition for Real-World Environments. 154-165 - Richard Stana, Pavol Sokol, Jakub Nizník:
Loss Functions for Time Series Forecasting in Network Security Situation Awareness. 166-179 - Chin Jia Wen, Tan Saw Chin:
A Hybrid Feature Selection Approach Using Filter-Wrapped Evaluation (FWE) for Attack Detection in SDN. 180-197 - Naamán Huerga-Pérez, Rubén Álvarez, Álvaro Sánchez-Fernández, Javier Díez-González:
RAG Embeddings Storage Optimization Through Quantization and Dimensionality Reduction. 198-209 - Álvaro Villar Val, Diego Granados-López, Angel Arroyo, Álvaro Herrero:
Exploratory Visualization of IoT Attacks on the NF-CSE-CIC-IDS2018 Dataset. 210-222
Data Mining and Decision Support Systems
- Rui Monteiro, Bruno Oliveira, Orlando Belo:
A Microservice System Architecture for Receiving ETL System Patterns. 225-236 - Dragan Simic, Zorana Bankovic, José R. Villar, José Luís Calvo-Rolle, Svetislav D. Simic, Svetlana Simic:
A Novel General Hybrid System for Data Feature Selection. 237-249 - Asier Gonzalez-Santocildes, Iker Pastor-López, Marta Gorraiz-Bengoechea, Pablo García Bringas:
Profiling Public Instagram Accounts with a Multimodal Vector for Hate Exposure Analysis. 250-259 - Danel Rey-Arnal, Pablo García Bringas, Ibai Laña:
Symbolic Regressor: An Interpretability Tool for Non-intrusive Load Monitoring. 260-271 - Chan Yeng Hui, Tan Saw Chin:
IoT Device Fingerprinting: Optimized with Data Diversity and Feature Selection for Computational Efficiency. 272-283 - Thinzar Tun, Yuichi Goto:
Improvement of Multi-Label Self-Adjusting Memory kNN Classifier for Sparse and Class-Imbalanced Data Streams. 284-295 - Francisco Javier Martínez de Pisón, Alpha V. Pernía-Espinoza, Jose Divasón:
HYBPARSIMONY-IDT: Hybrid Parsimonious Search for Interpretable Decision Trees. 296-308 - Blanca Cano, Ángela Fernández, José R. Dorronsoro:
Analysis of Kernel Thinning for Scalable Support Vector Machines. 309-321
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