Overview
- Editors:
- Hugo Sanjurjo González ORCID:https://orcid.org/0000-0001-5874-97330,
- Iker Pastor López ORCID:https://orcid.org/0000-0002-3068-62481,
- Pablo García Bringas ORCID:https://orcid.org/0000-0003-3594-95342,
- Héctor Quintián ORCID:https://orcid.org/0000-0002-0268-79993,
- …
- Emilio Corchado ORCID:https://orcid.org/0000-0001-8560-39914
- Hugo Sanjurjo González
University of Deusto, Bilbao, Spain
You can also search for this editor inPubMed Google Scholar
- Iker Pastor López
University of Deusto, Bilbao, Spain
You can also search for this editor inPubMed Google Scholar
- Pablo García Bringas
University of Deusto, Bilbao, Spain
You can also search for this editor inPubMed Google Scholar
- Héctor Quintián
University of A Coruña, A Coruña, Spain
You can also search for this editor inPubMed Google Scholar
- Emilio Corchado
University of Salamanca, Salamanca, Spain
You can also search for this editor inPubMed Google Scholar
Part of the book series:Lecture Notes in Computer Science (LNCS, volume 12886)
Part of the book sub series:Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: HAIS 2021.
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About this book
The 44 full and 11 short papers presented in this book were carefully reviewed and selected from 81 submissions. The papers are grouped into these topics: data mining, knowledge discovery and big data; bio-inspired models and evolutionary computation; learning algorithms; visual analysis and advanced data processing techniques; machine learning applications; hybrid intelligent applications; deep learning applications; and optimization problem applications.
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Keywords
Table of contents (56 papers)
Front Matter
Pages i-xviData Mining, Knowledge Discovery and Big Data
Front Matter
Pages 1-1Document Similarity by Word Clustering with Semantic Distance
- Toshinori Deguchi, Naohiro Ishii
Pages 3-14PSO-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
- Julio Fernandez Ceniceros, Andres Sanz-Garcia, Alpha Pernia-Espinoza, Francisco Javier Martinez-de-Pison
Pages 15-26Content-Based Authorship Identification for Short Texts in Social Media Networks
- José Gaviria de la Puerta, Iker Pastor-López, Javier Salcedo Hernández, Alberto Tellaeche, Borja Sanz, Hugo Sanjurjo-González et al.
Pages 27-37A Novel Pre-processing Method for Enhancing Classification Over Sensor Data Streams Using Subspace Probability Detection
- Yan Zhong, Tengyue Li, Simon Fong, Xuqi Li, Antonio J. Tallón-Ballesteros, Sabah Mohammed
Pages 38-49
Bio-inspired Models and Evolutionary Computation
Front Matter
Pages 51-51Remaining Useful Life Estimation Using a Recurrent Variational Autoencoder
- Nahuel Costa, Luciano Sánchez
Pages 53-64Open-Ended Learning of Reactive Knowledge in Cognitive Robotics Based on Neuroevolution
- A. Romero, F. Bellas, R. J. Duro
Pages 65-76Managing Gene Expression in Evolutionary Algorithms with Gene Regulatory Networks
- Michael Cilliers, Duncan A. Coulter
Pages 77-87Evolutionary Optimization of Neuro-Symbolic Integration for Phishing URL Detection
- Kyoung-Won Park, Seok-Jun Bu, Sung-Bae Cho
Pages 88-100Interurban Electric Vehicle Charging Stations Through Genetic Algorithms
- Jaume Jordán, Pasqual Martí, Javier Palanca, Vicente Julian, Vicente Botti
Pages 101-112An Effective Hybrid Genetic Algorithm for Solving the Generalized Traveling Salesman Problem
- Ovidiu Cosma, Petrică C. Pop, Laura Cosma
Pages 113-123A Simple Genetic Algorithm for the Critical Node Detection Problem
- Mihai-Alexandru Suciu, Noémi Gaskó, Tamás Képes, Rodica Ioana Lung
Pages 124-133
Learning Algorithms
Front Matter
Pages 135-135Window Size Optimization for Gaussian Processes in Large Time Series Forecasting
- Juan Luis Gómez-González, Miguel Cárdenas-Montes
Pages 137-148A Binary Classification Model for Toxicity Prediction in Drug Design
- Génesis Varela-Salinas, Hugo E. Camacho-Cruz, Alfredo Juaŕez Saldivar, Jose L. Martinez-Rodriguez, Josue Rodriguez-Rodriguez, Carlos Garcia-Perez
Pages 149-157Structure Learning of High-Order Dynamic Bayesian Networks via Particle Swarm Optimization with Order Invariant Encoding
- David Quesada, Concha Bielza, Pedro Larrañaga
Pages 158-171Prototype Generation for Multi-label Nearest Neighbours Classification
- Stefanos Ougiaroglou, Panagiotis Filippakis, Georgios Evangelidis
Pages 172-183Learning Bipedal Walking Through Morphological Development
- M. Naya-Varela, A. Faina, R. J. Duro
Pages 184-195
Other volumes
Hybrid Artificial Intelligent Systems
Editors and Affiliations
University of Deusto, Bilbao, Spain
Hugo Sanjurjo González, Iker Pastor López, Pablo García Bringas
University of A Coruña, A Coruña, Spain
Héctor Quintián
University of Salamanca, Salamanca, Spain
Emilio Corchado
Bibliographic Information
Book Title:Hybrid Artificial Intelligent Systems
Book Subtitle:16th International Conference, HAIS 2021, Bilbao, Spain, September 22–24, 2021, Proceedings
Editors:Hugo Sanjurjo González, Iker Pastor López, Pablo García Bringas, Héctor Quintián, Emilio Corchado
Series Title:Lecture Notes in Computer Science
DOI:https://doi.org/10.1007/978-3-030-86271-8
Publisher:Springer Cham
eBook Packages:Computer Science,Computer Science (R0)
Copyright Information:Springer Nature Switzerland AG 2021
Softcover ISBN:978-3-030-86270-1Published: 07 September 2021
eBook ISBN:978-3-030-86271-8Published: 15 September 2021
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number:1
Number of Pages:XVI, 673
Number of Illustrations:60 b/w illustrations, 161 illustrations in colour
Topics:Artificial Intelligence,Computer Appl. in Social and Behavioral Sciences,Data Mining and Knowledge Discovery,Image Processing and Computer Vision