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ORCID18th HAIS 2023: Salamanca, Spain
- Pablo García Bringas
, Hilde Pérez García, Francisco Javier Martínez de Pisón, Francisco Martínez-Álvarez, Alicia Troncoso Lora, Álvaro Herrero, José Luís Calvo-Rolle, Héctor Quintián, Emilio Corchado:
Hybrid Artificial Intelligent Systems - 18th International Conference, HAIS 2023, Salamanca, Spain, September 5-7, 2023, Proceedings. Lecture Notes in Computer Science 14001, Springer 2023, ISBN 978-3-031-40724-6
Anomaly and Fault Detection
- Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Esteban Jove, Jose Aveleira-Mata, Isaías García-Rodríguez, María Teresa García-Ordás, José Luís Calvo-Rolle, Héctor Alaiz-Moretón:
One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAP. 3-14 - David Escudero García, Noemí DeCastro-García:
Application of Anomaly Detection Models to Malware Detection in the Presence of Concept Drift. 15-26 - Laura Melgar-García, Maryam Hosseini, Alicia Troncoso:
Identification of Anomalies in Urban Sound Data with Autoencoders. 27-38 - Ignacio Aguilera-Martos, Julián Luengo, Francisco Herrera:
Revisiting Histogram Based Outlier Scores: Strengths and Weaknesses. 39-48
Data Mining and Decision Support Systems
- Fernanda A. Melo, André C. P. L. F. de Carvalho, Ana Carolina Lorena, Luís Paulo F. Garcia:
Model Performance Prediction: A Meta-Learning Approach for Concept Drift Detection. 51-62 - Jaime Leite, Orlando Belo:
Reinforcing Assessment Processes Using Proactive Case-Based Reasoning Mechanisms. 63-72 - Jesús García-Ramírez, Rodrigo Ramos Díaz, Jimena Olveres, Boris Escalante-Ramírez:
Meta-Learning for Hyperparameters Tuning in CNNs for Chest Images. 73-83 - Carlos del Campo, Borja Sanz, Jon Díaz, Enrique Onieva:
A Fuzzy Logic Ensemble Approach to Concept Drift Detection. 84-96 - Seyedsaman Emami, Carlos Ruiz Pastor, Gonzalo Martínez-Muñoz:
Multi-Task Gradient Boosting. 97-107 - Daniela L. Freire, Alex Marino Gonçalves de Almeida, Márcio de Souza Dias, Adriano Rivolli, Fabíola S. F. Pereira, Giliard Almeida de Godoi, André C. P. L. F. de Carvalho:
Exploratory Study of Data Sampling Methods for Imbalanced Legal Text Classification. 108-120 - Hilal Alawneh, Jose David Nuñez-Gonzalez, Manuel Graña:
Exploring Delay Reduction on Edge Computing Architectures from a Heuristic Approach. 121-132 - Pau Figuera, Alfredo Cuzzocrea, Pablo García Bringas:
Probability Density Function for Clustering Validation. 133-144 - Asier Garmendia-Orbegozo, Jose David Nuñez-Gonzalez, Miguel Ángel Antón González, Manuel Graña:
Comprehensive Analysis of Different Techniques for Data Augmentation and Proposal of New Variants of BOSME and GAN. 145-155 - Rosa Matias, Maria Beatriz Piedade:
Multidimensional Models Supported by Document-Oriented Databases. 156-167 - Rubens Marques Chaves, André Luis Debiaso Rossi, Luís Paulo Faina Garcia:
Financial Distress Prediction in an Imbalanced Data Stream Environment. 168-179 - Jaime Alvarado-Valiente, Javier Romero-Álvarez, Danel Arias, Erik B. Terres, José García-Alonso, Enrique Moguel, Pablo García Bringas, Juan Manuel Murillo:
Improving the Quality of Quantum Services Generation Process: Controlling Errors and Noise. 180-191 - Felipe Barreno, Matilde Santos, Manuel G. Romana:
Comparison of Deep Reinforcement Learning Path-Following System Based on Road Geometry and an Adaptive Cruise Control for Autonomous Vehicles. 192-203
Deep Learning
- E. Tefera, María Martínez-Ballesteros, Alicia Troncoso, Francisco Martínez-Álvarez:
A New Hybrid CNN-LSTM for Wind Power Forecasting in Ethiopia. 207-218 - Aitor Sánchez-Ferrera, José R. Dorronsoro:
Companion Classification Losses for Regression Problems. 219-230 - M. I. Cabrera-Bermejo, María José del Jesus, Antonio J. Rivera, David A. Elizondo, Francisco Charte, M. Dolores Pérez-Godoy:
Analysis of Transformer Model Applications. 231-243 - Vahab Samandi, Peter Tino, Rami Bahsoon:
Real-Time Workflow Scheduling in Cloud with Recursive Neural Network and List Scheduling. 244-255 - Adrián Rubio, José R. Dorronsoro:
Robust Losses in Deep Regression. 256-268 - Carlos Ruiz, Carlos M. Alaíz, José R. Dorronsoro:
Structure Learning in Deep Multi-Task Models. 269-280 - Ana Guerrero-Tamayo, Borja Sanz-Urquijo, Concepción Casado, María-Dolores Moragues Tosantos, Isabel Olivares, Iker Pastor-López:
Validating by Deep Learning an Efficient Method for Genomic Sequence Analysis: Genomic Spectrograms. 281-292 - Cach N. Dang, María N. Moreno García, Fernando de la Prieta, Kien V. Nguyen, Vuong M. Ngo:
Sentiment Analysis for Vietnamese - Based Hybrid Deep Learning Models. 293-303 - Iván Sevillano-García, Julián Luengo, Francisco Herrera:
Optimizing LIME Explanations Using REVEL Metrics. 304-313 - Erik Terres Escudero, Danel Arias Alamo, Oier Mentxaka Gómez, Pablo García Bringas:
Assessing the Impact of Noise on Quantum Neural Networks: An Experimental Analysis. 314-325 - Jose Divasón, Francisco Javier Martínez de Pisón, Ana Romero, Pilar Santolaria, Jesús Yániz:
Varroa Mite Detection Using Deep Learning Techniques. 326-337
Evolutionary Computation and Optimization
- Carlos Cotta:
Enhancing Evolutionary Optimization Performance Under Byzantine Fault Conditions. 341-351 - Ovidiu Cosma, Petrica C. Pop, Laura Cosma:
A Hybrid Based Genetic Algorithm for Solving the Clustered Generalized Traveling Salesman Problem. 352-362 - Paola Santana-Morales, Gretel Alonso, Isabela Ortigosa de Araujo, Jessica Coto Palacio, Raquel Beltran-Barba, Luís M. Correia, Antonio J. Tallón-Ballesteros:
Feature Ranking for Feature Sorting and Feature Selection with Optimisation. 363-371 - Guido F. M. G. Carvalho, Douglas F. Corrêa, David A. Pelta, Diego C. Knupp, Antônio José da Silva Neto:
Efficient Simulation of Pollutant Dispersion Using Machine Learning. 372-383 - Jose Divasón, Alpha V. Pernía-Espinoza, Ana Romero, Francisco J. Martínez de Pisón Ascacibar:
Hybrid Intelligent Parsimony Search in Small High-Dimensional Datasets. 384-396 - Gonzalo Candel, Víctor Sánchez-Anguix, Juan M. Alberola, Vicente Julián, Vicent J. Botti:
An Integer Linear Programming Model for Team Formation in the Classroom with Constraints. 397-408 - Maria Khodorchenko, Nikolay Butakov, Denis A. Nasonov:
Improved Evolutionary Approach for Tuning Topic Models with Additive Regularization. 409-420 - Rubén Álvarez, Rubén Ferrero-Guillén, Paula Verde, Alberto Martínez-Gutiérrez, Javier Díez-González, Hilde Pérez:
Time of Arrival Error Characterization for Precise Indoor Localization of Autonomous Ground Vehicles. 421-432 - Mihai-Alexandru Suciu, Rodica Ioana Lung:
Feature Selection Based on a Decision Tree Genetic Algorithm. 433-444 - Boris Pérez-Cañedo, Pavel Novoa-Hernández, David A. Pelta, José Luis Verdegay Galdeano:
Exact and Heuristic Lexicographic Methods for the Fuzzy Traveling Salesman Problem. 445-456 - Hermes Robles-Berumen, Amelia Zafra, Sebastián Ventura:
A Novel Genetic Algorithm with Specialized Genetic Operators for Clustering. 457-468 - Dragan Simic, Zorana Bankovic, José R. Villar, José Luís Calvo-Rolle, Svetislav D. Simic, Svetlana Simic:
The Analysis of Hybrid Brain Storm Optimisation Approaches in Feature Selection. 469-480
HAIS Applications
- Antonino Asta, Alfredo Cuzzocrea, Alessia Fantini, Giovanni Pilato, Pablo García Bringas:
Supporting Emotion Recognition in Human-Robot Interactions: An Experimental Italian Textual Dataset. 483-494 - Eduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos Peñas:
Hybrid Intelligent Control for Maximum Power Point Tracking of a Floating Wind Turbine. 495-506 - David Griol, Zoraida Callejas:
Statistical Dialog Tracking and Management for Task-Oriented Conversational Systems. 507-518 - Seok-Jun Bu, Sung-Bae Cho:
A Causally Explainable Deep Learning Model with Modular Bayesian Network for Predicting Electric Energy Demand. 519-532 - Miguel Ángel González Santamarta, Laura Fernández-Becerra, David Sobrín-Hidalgo, Ángel Manuel Guerrero-Higueras, Irene González, Francisco J. Rodríguez-Lera:
Using Large Language Models for Interpreting Autonomous Robots Behaviors. 533-544 - Antonio Díaz-Longueira, Álvaro Michelena, Míriam Timiraos, Francisco Zayas-Gato, Héctor Quintián, Carmen Benavides-Cuellar, Héctor Alaiz-Moretón, José Luís Calvo-Rolle, María Teresa García-Ordás:
Comparative Analysis of Intelligent Techniques for Categorization of the Operational Status of LiFePo4 Batteries. 545-553 - Carlos Adriano Gonçalves, A. Seara Vieira, Célia Talma Gonçalves, Lourdes Borrajo, Rui Camacho, Eva Lorenzo Iglesias:
To Enhance Full-Text Biomedical Document Classification Through Semantic Enrichment. 554-565 - Ricardo Muñoz-Cancino, Sebastián A. Ríos, Manuel Graña:
Predicting Innovative Cities Using Spatio-Temporal Activity Patterns. 566-576 - Antonio Díaz-Longueira, Míriam Timiraos, Juan Albino Méndez Pérez, José Luís Casteleiro-Roca, Esteban Jove:
Daily Accumulative Photovoltaic Energy Prediction Using Hybrid Intelligent Model. 577-588 - Héctor Cogollos Adrián, Bruno Baruque Zanon, Santiago Porras Alfonso, Petr Dolezel:
Comparison of Geospatial Trajectory Clustering and Feature Trajectory Clustering for Public Transportation Trip Data. 589-599
Image and Speech Signal Processing
- Virginia Riego-Del Castillo, Juan Felipe García Sierra, Lidia Sánchez-González:
Adapting YOLOv8 as a Vision-Based Animal Detection System to Facilitate Herding. 603-610 - Flávio Arthur O. Santos, Maynara Donato de Souza, Pedro Oliveira, Leonardo Nogueira Matos, Paulo Novais, Cleber Zanchettin:
Image Classification Understanding with Model Inspector Tool. 611-622 - Pedro Celard, Adrián Seara Vieira, José Manuel Sorribes-Fdez, Rubén Romero, Eva Lorenzo Iglesias, María Lourdes Borrajo Diz:
Study on Synthetic Video Generation of Embryo Development. 623-634 - Mihai-Adrian Loghin, Anca-Mirela Andreica:
Image Reconstruction Using Cellular Automata and Neural Networks. 635-646
Agents and Multiagents
- Yelisey Pitanov, Alexey Skrynnik, Anton Andreychuk, Konstantin S. Yakovlev, Aleksandr Panov:
Monte-Carlo Tree Search for Multi-agent Pathfinding: Preliminary Results. 649-660 - Anfisa A. Chuganskaya, Alexey K. Kovalev, Aleksandr Panov:
The Problem of Concept Learning and Goals of Reasoning in Large Language Models. 661-672 - Eduardo Coelho, Nuno Pimenta, Hugo Peixoto, Dalila Durães, Pedro Melo-Pinto, Victor Alves, Lourenço Bandeira, José Machado, Paulo Novais:
Multi-agent System for Multimodal Machine Learning Object Detection. 673-681
Biomedical Applicatons
- Samuel Lozano-Juárez, Nuria Velasco-Pérez, Ian Roberts, Jerónimo Bernal, Nuño Basurto, Daniel Urda, Álvaro Herrero:
Convolutional Neural Networks for Diabetic Retinopathy Grading from iPhone Fundus Images. 685-697 - Guillermo Cano-Escalera, Manuel Graña, Ariadna Besga:
Risk Factors and Survival After Premature Hospital Readmission in Frail Subjects with Delirium. 698-708 - Cristiana Moroz-Dubenco, Laura Diosan, Anca Andreica:
Generalizing an Improved GrowCut Algorithm for Mammography Lesion Detection. 709-720 - Goizalde Badiola-Zabala, Manuel Graña, José Manuel López-Guede:
Coherence of COVID-19 Mortality of Spain Versus Western European Countries. 721-730 - M. Lourdes Linares-Barrera, María Martínez-Ballesteros, José Manuel García-Heredia, José C. Riquelme:
A Feature Selection and Association Rule Approach to Identify Genes Associated with Metastasis and Low Survival in Sarcoma. 731-742 - Fernando Moncada Martins, Víctor M. González, José R. Villar, Beatriz García-López, Ana Isabel Gómez-Menéndez:
Analysis of Frequency Bands in Electroencephalograms for Automatic Detection of Photoparoxysmal Responses. 743-754 - Adél Bajcsi, Camelia Chira:
Textural and Shape Features for Lesion Classification in Mammogram Analysis. 755-767 - Samson Mihirette, Qing Tan, Enrique Antonio de la Cal Marín:
Intent Recognition Using Recurrent Neural Networks on Vital Sign Data: A Machine Learning Approach. 768-779
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