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ORCID17th HAIS 2022: Salamanca, Spain
- Pablo García Bringas
, Hilde Pérez García, Francisco Javier Martínez de Pisón, José Ramón Villar Flecha, Alicia Troncoso Lora, Enrique A. de la Cal, Álvaro Herrero, Francisco Martínez-Álvarez, Giuseppe Psaila, Héctor Quintián, Emilio Corchado:
Hybrid Artificial Intelligent Systems - 17th International Conference, HAIS 2022, Salamanca, Spain, September 5-7, 2022, Proceedings. Lecture Notes in Computer Science 13469, Springer 2022, ISBN 978-3-031-15470-6
Bioinformatics
- Fernando Moncada Martins, Víctor M. González, Beatriz García-López, Víctor Álvarez, José R. Villar:
A Comparison of Machine Learning Techniques for the Detection of Type-4 PhotoParoxysmal Responses in Electroencephalographic Signals. 3-13 - Enrique A. de la Cal, Mirko Fáñez, M. Dolores Apolo, Andrés García-Gómez, Víctor M. González:
Smartwatch Sleep-Tracking Services Precision Evaluation Using Supervised Domain Adaptation. 14-26 - Naohiro Ishii, Kazunori Iwata, Naoto Mukai, Kazuya Odagiri, Tokuro Matsuo:
Tracking and Classification of Features in the Bio-Inspired Layered Networks. 27-38 - Guillermo Cano-Escalera, Manuel Graña, Ariadna Besga:
Frailty Related Survival Risks at Short and Middle Term of Older Adults Admitted to Hospital. 39-47 - Goizalde Badiola-Zabala, José Manuel López-Guede, Julián Estévez, Manuel Graña:
On the Analysis of a Real Dataset of COVID-19 Patients in Alava. 48-59 - Raúl López-Blanco, Ricardo S. Alonso, Javier Prieto, Sara Rodríguez-González, Juan M. Corchado:
Indoor Access Control System Through Symptomatic Examination Using IoT Technology, Fog Computing and Cloud Computing. 60-72
Data Mining and Decision Support Systems
- Noemí DeCastro-García, Enrique Pinto:
Measuring the Quality Information of Sources of Cybersecurity by Multi-Criteria Decision Making Techniques. 75-87 - Luis Alfonso Pérez Martos, Ángel Miguel García-Vico, Pedro González, Cristóbal José Carmona:
A Case of Study with the Clustering R Library to Measure the Quality of Cluster Algorithms. 88-97 - João Pedro Lima, José Alfredo F. Costa:
Comparing Clustering Techniques on Brazilian Legal Document Datasets. 98-110 - Pedro Celard, Eva Lorenzo Iglesias, José Manuel Sorribes-Fdez, Rubén Romero, Adrián Seara Vieira, Lourdes Borrajo:
Improving Short Query Representation in LDA Based Information Retrieval Systems. 111-122 - Mihai-Alexandru Suciu, Rodica Ioana Lung:
A New Game Theoretic Based Random Forest for Binary Classification. 123-132 - Tomás Cabello-López, Manuel Cañizares-Juan, Manuel Carranza-García, Jorge García-Gutiérrez, José C. Riquelme:
Concept Drift Detection to Improve Time Series Forecasting of Wind Energy Generation. 133-140 - Miguel Ángel Vecina, Joan C. Moreno, Yulia Karpova, Juan M. Alberola, Víctor Sánchez-Anguix, Fulgencia Villa, Eva Vallada:
A Decision Support Tool for the Static Allocation of Emergency Vehicles to Stations. 141-152 - Szymon Wojciechowski, Germán González-Almagro, Salvador García, Michal Wozniak:
Adapting K-Means Algorithm for Pair-Wise Constrained Clustering of Imbalanced Data Streams. 153-163 - Esteban Jove, Santiago Porras, Bruno Baruque, José Luís Calvo-Rolle:
Small Wind Turbine Power Forecasting Using Long Short-Term Memory Networks for Energy Management Systems. 164-174 - Alfredo Cuzzocrea, Pablo García Bringas:
CORE-BCD-mAI: A Composite Framework for Representing, Querying, and Analyzing Big Clinical Data by Means of Multidimensional AI Tools. 175-185 - Pau Figuera, Alfredo Cuzzocrea, Pablo García Bringas:
Generalized Fisher Kernel with Bregman Divergence. 186-194 - Ángel Arroyo, Héctor Quintián, José Luís Calvo-Rolle, Nuño Basurto, Álvaro Herrero:
A HAIS Approach to Predict the Energy Produced by a Solar Panel. 195-207
Deep Learning
- David Díaz-Vico, Ángela Fernández, José R. Dorronsoro:
Companion Losses for Ordinal Regression. 211-222 - Carlos Ruiz, Carlos M. Alaíz, José R. Dorronsoro:
Convex Multi-Task Learning with Neural Networks. 223-235 - Cristian Peñaranda, Carlos Reaño, Federico Silla:
Smash: A Compression Benchmark with AI Datasets from Remote GPU Virtualization Systems. 236-248 - Daniel González-Cortés, Enrique Onieva, Iker Pastor, Jian Wu:
Time Series Forecasting Using Artificial Neural Networks - A Model for the IBEX 35 Index. 249-260 - Maite Giménez, Ares Fabregat-Hernández, Raül Fabra-Boluda, Javier Palanca, Vicent J. Botti:
A Fine-Grained Study of Interpretability of Convolutional Neural Networks for Text Classification. 261-273 - Andrés Manuel Chacón-Maldonado, Miguel Angel Molina-Cabanillas, Alicia Troncoso, Francisco Martínez-Álvarez, Gualberto Asencio-Cortés:
Olive Phenology Forecasting Using Information Fusion-Based Imbalanced Preprocessing and Automated Deep Learning. 274-285 - Sebastián López Flórez, Marcos Severt Silva, Alfonso González-Briones, Pablo Chamoso:
Architecture for Fault Detection in Sandwich Panel Production Using Visual Analytics. 286-297 - Jerzy Martyna:
Deep Reinforcement Learning-Based Resource Allocation for mm-Wave Dense 5G Networks. 298-307
Evolutionary Computation
- Kyoung-Won Park, Seok-Jun Bu, Sung-Bae Cho:
Evolutionary Triplet Network of Learning Disentangled Malware Space for Malware Classification. 311-322 - Adrian Petrovan, Petrica C. Pop, Cosmin Sabo, Ioana Zelina:
A Two-Level Hybrid Based Genetic Algorithm to Solve the Clustered Shortest-Path Tree Problem Using the Prüfer Code. 323-334 - Jose Divasón, Alpha V. Pernía-Espinoza, Francisco J. Martínez de Pisón Ascacibar:
New Hybrid Methodology Based on Particle Swarm Optimization with Genetic Algorithms to Improve the Search of Parsimonious Models in High-Dimensional Databases. 335-347 - Alejandro González Casal, Pedro José Trueba Martínez, Abraham Prieto García:
Evolving Dynamic Route Generators for Open-Ended ARPs. 348-359
HAIs Applications
- Samson Mihirette, Qing Tan:
SHAP Algorithm for Healthcare Data Classification. 363-374 - Ricardo Muñoz-Cancino, Cristián Bravo, Sebastián A. Ríos, Manuel Graña:
Assessment of Creditworthiness Models Privacy-Preserving Training with Synthetic Data. 375-384 - Jesús Enrique Sierra-García, Matilde Santos:
Combination of Neural Networks and Reinforcement Learning for Wind Turbine Pitch Control. 385-392 - Carlos Alves, António Chaves, Carla Rodrigues, Eduarda Ribeiro, António Silva, Dalila Durães, José Machado, Paulo Novais:
Survey for Big Data Platforms and Resources Management for Smart Cities. 393-404 - Pablo Cañas, David Griol, Zoraida Callejas:
A Proposal for Developing and Deploying Statistical Dialog Management in Commercial Conversational Platforms. 405-416
Image and Speech Signal Processing
- Martín Bayón-Gutiérrez, José Alberto Benítez-Andrades, Sergio Rubio-Martín, Jose Aveleira-Mata, Héctor Alaiz-Moretón, María Teresa García-Ordás:
Roadway Detection Using Convolutional Neural Network Through Camera and LiDAR Data. 419-430 - Joan C. Moreno, Víctor Sánchez-Anguix, Juan M. Alberola, Vicente Julián, Vicent J. Botti:
A Conversational Agent for Medical Disclosure of Sexually Transmitted Infections. 431-442 - Jaeil Park, Seok-Jun Bu, Sung-Bae Cho:
A Neuro-Symbolic AI System for Visual Question Answering in Pedestrian Video Sequences. 443-454 - Cristina Ticala, Camelia-Mihaela Pintea, Gloria Cerasela Crisan, Oliviu Matei, Mara Hajdu-Macelaru, Petrica C. Pop:
Aspects on Image Edge Detection Based on Sensitive Swarm Intelligence. 455-465
Optimization Techniques
- Paula Verde, Javier Díez-González, Alberto Martínez-Gutiérrez, Rubén Ferrero-Guillén, Rubén Álvarez, Hilde Pérez:
Black Widow Optimization for the Node Location Problem in Localization Wireless Sensor Networks. 469-480 - Luis Alfonso Fernández-Serantes, José Luís Casteleiro-Roca, Paulo Novais, Dragan Simic, José Luís Calvo-Rolle:
Hybrid Intelligent Model for Classification of the Boost Converter Switching Operation. 481-493 - Enol García González, José R. Villar, Camelia Chira, Javier Sedano:
A Comparison of Meta-heuristic Based Optimization Methods Using Standard Benchmarks. 494-504 - Dragan Simic, Zorana Bankovic, José R. Villar, José Luís Calvo-Rolle, Svetislav D. Simic, Svetlana Simic:
An Analysis on Hybrid Brain Storm Optimisation Algorithms. 505-516
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