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18th 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 - Maria Isabel 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 - Maria 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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