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16th HAIS 2021: Bilbao, Spain
- Hugo Sanjurjo-González
, Iker Pastor-López
Hybrid Artificial Intelligent Systems - 16th International Conference, HAIS 2021, Bilbao, Spain, September 22-24, 2021, Proceedings. Lecture Notes in Computer Science 12886, Springer 2021, ISBN 978-3-030-86270-1
Data Mining, Knowledge Discovery and Big Data
- Toshinori Deguchi, Naohiro Ishii:
Document Similarity by Word Clustering with Semantic Distance. 3-14 - Julio Fernández-Ceniceros, Andrés Sanz-García
PSO-PARSIMONY: A New Methodology for Searching for Accurate and Parsimonious Models with Particle Swarm Optimization. Application for Predicting the Force-Displacement Curve in T-stub Steel Connections. 15-26 - José Gaviria de la Puerta
Content-Based Authorship Identification for Short Texts in Social Media Networks. 27-37 - Yan Zhong
A Novel Pre-processing Method for Enhancing Classification Over Sensor Data Streams Using Subspace Probability Detection. 38-49
Bio-inspired Models and Evolutionary Computation
- Nahuel Costa
Remaining Useful Life Estimation Using a Recurrent Variational Autoencoder. 53-64 - Alejandro Romero, Francisco Bellas
Open-Ended Learning of Reactive Knowledge in Cognitive Robotics Based on Neuroevolution. 65-76 - Michael Cilliers, Duncan A. Coulter:
Managing Gene Expression in Evolutionary Algorithms with Gene Regulatory Networks. 77-87 - Kyoung-Won Park
Evolutionary Optimization of Neuro-Symbolic Integration for Phishing URL Detection. 88-100 - Jaume Jordán
Interurban Electric Vehicle Charging Stations Through Genetic Algorithms. 101-112 - Ovidiu Cosma
An Effective Hybrid Genetic Algorithm for Solving the Generalized Traveling Salesman Problem. 113-123 - Mihai-Alexandru Suciu
A Simple Genetic Algorithm for the Critical Node Detection Problem. 124-133
Learning Algorithms
- Juan Luis Gómez-González
Window Size Optimization for Gaussian Processes in Large Time Series Forecasting. 137-148 - Génesis Varela-Salinas
A Binary Classification Model for Toxicity Prediction in Drug Design. 149-157 - David Quesada
Structure Learning of High-Order Dynamic Bayesian Networks via Particle Swarm Optimization with Order Invariant Encoding. 158-171 - Stefanos Ougiaroglou
Prototype Generation for Multi-label Nearest Neighbours Classification. 172-183 - Martín Naya-Varela
Learning Bipedal Walking Through Morphological Development. 184-195 - Miguel Ramón Viguri Axpe
Ethical Challenges from Artificial Intelligence to Legal Practice. 196-206
Visual Analysis and Advanced Data Processing Techniques
- Virginia Riego-Del Castillo
Classification of Burrs Using Contour Features of Image in Milling Workpieces. 209-218 - Carlos Ruiz, Carlos M. Alaíz, José R. Dorronsoro:
Adaptive Graph Laplacian for Convex Multi-Task Learning SVM. 219-230 - Eneko Atxa Landa, José Gaviria de la Puerta, Iñigo Lopez-Gazpio, Iker Pastor-López, Alberto Tellaeche, Pablo García Bringas
Fight Detection in Images Using Postural Analysis. 231-242 - Alexey K. Kovalev
Applying Vector Symbolic Architecture and Semiotic Approach to Visual Dialog. 243-255 - Enrique A. de la Cal
Transfer Learning Study for Horses Breeds Images Datasets Using Pre-trained ResNet Networks. 256-264
Machine Learning Applications
- Manuel Sánchez-Paniagua
Fraudulent E-Commerce Websites Detection Through Machine Learning. 267-279 - Eugene Gilmore, Vladimir Estivill-Castro
More Interpretable Decision Trees. 280-292 - Nadia N. Sánchez-Pozo
Algorithms Air Quality Estimation: A Comparative Study of Stochastic and Heuristic Predictive Models. 293-304 - David Charte, Iván Sevillano-García, María Jesús Lucena-González, José Luis Martín-Rodríguez, Francisco Charte, Francisco Herrera:
Slicer: Feature Learning for Class Separability with Least-Squares Support Vector Machine Loss and COVID-19 Chest X-Ray Case Study. 305-315
Hybrid Intelligent Applications
- Javier de Lope, Enrique Hernández
Speech Emotion Recognition by Conventional Machine Learning and Deep Learning. 319-330 - Arindam Chaudhuri, Soumya K. Ghosh:
Predictive Maintenance of Vehicle Fleets Using Hierarchical Modified Fuzzy Support Vector Machine for Industrial IoT Datasets. 331-342 - María Barroso, Ángela Fernández
Super Local Models for Wind Power Detection. 343-354 - Fernando Moncada Martins
A Comparison of Blink Removal Techniques in EEG Signals. 355-366 - Luis Alfonso Fernández-Serantes, José Luís Casteleiro-Roca
Hybrid Intelligent Model for Switching Modes Classification in a Half-Bridge Buck Converter. 367-378 - María Teresa García-Ordás, David Yeregui Marcos del Blanco
Hybrid Model to Calculate the State of Charge of a Battery. 379-390 - Juan-Luis Suárez
Distance Metric Learning with Prototype Selection for Imbalanced Classification. 391-402 - Piotr Wozniak, Bogdan Kwolek
Enhancing Visual Place Inference via Image Ranking Using Fuzzy Similarity and Agreeability. 403-414 - Nuño Basurto
A Hybrid Intelligent System to Detect Anomalies in Robot Performance. 415-426 - Manuel Graña, Goizalde Badiola-Zabala, José Manuel López-Guede
Counter Intituive COVID-19 Propagation Dynamics in Brazil. 427-435 - Dragan Simic
A Hybrid Bio-Inspired Tabu Search Clustering Approach. 436-447 - Pau Figuera, Pablo García Bringas
A Non-parametric Fisher Kernel. 448-459
Deep Learning Applications
- Alberto Tellaeche Iglesias
Hybrid Deep Learning Approach for Efficient Outdoor Parking Monitoring in Smart Cities. 463-474 - Elena Chistova
Personal Cognitive Assistant: Personalisation and Action Scenarios Expansion. 475-486 - Tomás Sánchez-Pastor
Nowcasting for Improving Radon-222 Forecasting at Canfranc Underground Laboratory. 487-499 - Santiago Porras
Analysis of the Seasonality in a Geothermal System Using Projectionist and Clustering Methods. 500-510 - M. Á. Molina, M. J. Jiménez-Navarro
A Model-Based Deep Transfer Learning Algorithm for Phenology Forecasting Using Satellite Imagery. 511-523 - Carlos Lago, Iñigo Lopez-Gazpio, Enrique Onieva:
Deep Transfer Learning for Interpretable Chest X-Ray Diagnosis. 524-537 - David Díaz-Vico
Companion Losses for Deep Neural Networks. 538-549 - Alessandro Baldo, Alfredo Cuzzocrea, Edoardo Fadda
Financial Forecasting via Deep-Learning and Machine-Learning Tools over Two-Dimensional Objects Transformed from Time Series. 550-563 - Ángel Miguel García-Vico
A Preliminary Analysis on Software Frameworks for the Development of Spiking Neural Networks. 564-575 - Jaime Andres Rincon, Vicente Julián
Edge AI for Covid-19 Detection Using Coughing. 576-587 - Diogo Gigante
Unsupervised Learning Approach for pH Anomaly Detection in Wastewater Treatment Plants. 588-599 - Flávio Arthur Oliveira Santos
A Hybrid Post Hoc Interpretability Approach for Deep Neural Networks. 600-610 - Carlos Lago, Rafael Romón, Iker Pastor-López, Borja Sanz-Urquijo, Alberto Tellaeche, Pablo García Bringas
Deep Learning Applications on Cybersecurity. 611-621
Optimization Problem Applications
- Carlos Bermúdez
A Parallel Optimization Solver for the Multi-period WDND Problem. 625-636 - Haizea Rodriguez, Jon Díaz, Jenny Fajardo Calderín, Asier Perallos, Enrique Onieva:
Waste Collection Vehicle Routing Problem Using Filling Predictions. 637-648 - Jon Díaz, Haizea Rodriguez, Jenny Fajardo Calderín, Ignacio Angulo, Enrique Onieva:
Optimization of Warehouse Layout for the Minimization of Operation Times. 649-658 - Enrique A. de la Cal
Simple Meta-optimization of the Feature MFCC for Public Emotional Datasets Classification. 659-670
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