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ORCID15th HAIS 2020: Gijón, Spain
- Enrique A. de la Cal
, José Ramón Villar Flecha, Héctor Quintián, Emilio Corchado:
Hybrid Artificial Intelligent Systems - 15th International Conference, HAIS 2020, Gijón, Spain, November 11-13, 2020, Proceedings. Lecture Notes in Computer Science 12344, Springer 2020, ISBN 978-3-030-61704-2
Advanced Data Processing and Visualization Techniques
- Kyunghyun Lim, Jin-Young Kim, Sung-Bae Cho:
Generative Adversarial Network with Guided Generator for Non-stationary Noise Cancelation. 3-12 - Eduardo C. Garrido-Merchán, Cristina Puente, Rafael Palacios:
Fake News Detection by Means of Uncertainty Weighted Causal Graphs. 13-24 - Marina Aguilar-Moreno, Manuel Graña:
An Hybrid Registration Method for SLAM with the M8 Quanergy LiDAR. 25-35 - Dominik Olszewski:
An Adaptive Neighborhood Retrieval Visualizer. 36-48 - Tania Jorajuría, Marisol Gómez, Carmen Vidaurre:
A Fast SSVEP-Based Brain-Computer Interface. 49-60 - Unai Arrieta, Ander García, Mikel Lorente, Ángel Maleta:
Visual Analytics for Production Line Failure Detection. 61-72 - Fernando Sánchez Lasheras, Paulino José García Nieto, Esperanza García Gonzalo, Francisco Argüeso Gómez, Francisco Javier Iglesias-Rodríguez, Ana Suárez Sánchez, Jesús Daniel Santos Rodríguez, María Luisa Sánchez Rodríguez, Joaquín González-Nuevo, Laura Bonavera, Luigi Toffolatti, Susana del Carmen Fernández Menéndez, Francisco Javier de Cos Juez:
Missing Data Imputation for Continuous Variables Based on Multivariate Adaptive Regression Splines. 73-85 - Ángel Arroyo, Nuño Basurto, Carlos Cambra, Álvaro Herrero:
Clustering and Regression to Impute Missing Values of Robot Performance. 86-94 - Enrique A. de la Cal, Mirko Fáñez, Mario Villar, José Ramón Villar, Víctor M. González Suárez:
A Simple Classification Ensemble for ADL and Falls. 95-106 - Rumana Ferdous Munne, Ryutaro Ichise:
Joint Entity Summary and Attribute Embeddings for Entity Alignment Between Knowledge Graphs. 107-119 - Szymon Wojciechowski, Michal Wozniak:
Employing Decision Templates to Imbalanced Data Classification. 120-131 - Javier de Lope, Manuel Graña:
Comparison of Labeling Methods for Behavioral Activity Classification Based on Gaze Ethograms. 132-144
Bio-inspired Models and Optimization
- Roberto A. Vasco-Carofilis, Miguel Angel Gutiérrez-Naranjo, Miguel Cárdenas-Montes:
PBIL for Optimizing Hyperparameters of Convolutional Neural Networks and STL Decomposition. 147-159 - Oduwa Edo-Osagie, Beatriz de la Iglesia, Iain Lake, Obaghe Edeghere:
An Evolutionary Approach to Automatic Keyword Selection for Twitter Data Analysis. 160-171 - Jessica Andrea Carballido, Ignacio Ponzoni, Rocío L. Cecchini:
PreCLAS: An Evolutionary Tool for Unsupervised Feature Selection. 172-182 - Noemí DeCastro-García, Ángel Luis Muñoz Castañeda, Mario Fernández-Rodríguez:
RADSSo: An Automated Tool for the multi-CASH Machine Learning Problem. 183-194 - Angélica Guzmán Ponce, José Raymundo Marcial-Romero, Rosa Maria Valdovinos, Roberto Alejo, Everardo Efrén Granda Gutiérrez:
A Metaheuristic Algorithm to Face the Graph Coloring Problem. 195-208 - Hernán Díaz, Juan José Palacios, Irene Díaz, Camino R. Vela, Inés González Rodríguez:
Tardiness Minimisation for Job Shop Scheduling with Interval Uncertainty. 209-220 - David López, Carlos M. Alaíz, José R. Dorronsoro:
Modified Grid Searches for Hyper-Parameter Optimization. 221-232 - Juan Bella, Ángela Fernández, José R. Dorronsoro:
Supervised Hyperparameter Estimation for Anomaly Detection. 233-244 - Parfait Atchade-Adelomou, Elisabet Golobardes-Ribé, Xavier Vilasís-Cardona:
Using the Variational-Quantum-Eigensolver (VQE) to Create an Intelligent Social Workers Schedule Problem Solver. 245-260 - Boris Pérez-Cañedo, José Luis Verdegay Galdeano, Alejandro Rosete, Eduardo R. Concepción Morales:
Fully Fuzzy Multi-objective Berth Allocation Problem. 261-272 - Rubén Ferrero-Guillén, Javier Díez-González, Rubén Álvarez, Hilde Pérez:
Analysis of the Genetic Algorithm Operators for the Node Location Problem in Local Positioning Systems. 273-283 - Maria Khodorchenko, Sergey Teryoshkin, Timur Sokhin, Nikolay Butakov:
Optimization of Learning Strategies for ARTM-Based Topic Models. 284-296
Learning Algorithms
- Angélica Guzmán Ponce, Rosa Maria Valdovinos, J. Salvador Sánchez:
A Cluster-Based Under-Sampling Algorithm for Class-Imbalanced Data. 299-311 - Liudmyla Nechepurenko, Viktor Voss, Vyacheslav Gritsenko:
Comparing Knowledge-Based Reinforcement Learning to Neural Networks in a Strategy Game. 312-328 - María Teresa García-Ordás, Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, Esteban Jove, José Alberto Benítez-Andrades, Carmen Benavides-Cuellar, Héctor Quintián, José Luís Calvo-Rolle:
Clustering Techniques Performance Analysis for a Solar Thermal Collector Hybrid Model Implementation. 329-340 - Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Roberto Casado-Vara, Bruno Baruque, Juan Albino Méndez Pérez, José Luís Calvo-Rolle:
A Hybrid One-Class Topology for Non-convex Sets. 341-349 - Eduardo C. Garrido-Merchán, Martin Molina:
A Machine Consciousness Architecture Based on Deep Learning and Gaussian Processes. 350-361 - Martín Naya-Varela, Andrés Faiña, Richard J. Duro:
Some Experiments on the Influence of Problem Hardness in Morphological Development Based Learning of Neural Controllers. 362-373 - Marta Gómez-Sancho, Daniel Hernández-Lobato:
Importance Weighted Adversarial Variational Bayes. 374-386 - Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Rafal Niemiec:
Global and Saturated Probabilistic Approximations Based on Generalized Maximal Consistent Blocks. 387-396 - Moisés Rocha dos Santos, Leandro Resende Mundim, André C. P. L. F. de Carvalho:
Evaluation of Error Metrics for Meta-learning Label Definition in the Forecasting Task. 397-409 - Juan C. Alfaro, Juan A. Aledo, José A. Gámez:
Averaging-Based Ensemble Methods for the Partial Label Ranking Problem. 410-423 - Germán González-Almagro, Juan-Luis Suárez, Julián Luengo, José Ramón Cano, Salvador García:
Agglomerative Constrained Clustering Through Similarity and Distance Recalculation. 424-436 - Ana Cristina Umaquinga-Criollo, Juan D. Tamayo-Quintero, María N. Moreno García, Jaime Riascos, Diego Hernán Peluffo-Ordóñez:
Multi-expert Methods Evaluation on Financial and Economic Data: Introducing Bag of Experts. 437-449 - Noelia Rico, Raúl Pérez-Fernández, Irene Díaz:
The Borda Count as a Tool for Reducing the Influence of the Distance Function on kmeans. 450-461
Data Mining, Knowledge Discovery and Big Data
- Pâmella A. Aquino, Vivian F. López Batista, María N. Moreno, María Dolores Muñoz Vicente, Sara Rodríguez:
Opinion Mining System for Twitter Sentiment Analysis. 465-476 - Daniel Ibaseta, Julio Molleda, Martín Álvarez, Fidel Díez Díaz:
An Expert System for Building Energy Management Through the Web of Things. 477-485 - Daniel Pérez, Estefania Argente:
Simulating Users in a Social Media Platform Using Multi-agent Systems. 486-498 - Blaz Meden, Abraham Prieto, Peter Peer, Francisco Bellas:
First Steps Towards State Representation Learning for Cognitive Robotics. 499-510 - Antonio J. Tallón-Ballesteros, Simon Fong, Tengyue Li, Liansheng Liu, Thomas Hanne, Weiwei Lin:
Hybridized White Learning in Cloud-Based Picture Archiving and Communication System for Predictability and Interpretability. 511-521 - P. Jiménez-Herrera, Laura Melgar-García, Gualberto Asencio-Cortés, Alicia Troncoso:
A New Forecasting Algorithm Based on Neighbors for Streaming Electricity Time Series. 522-533 - Alberto Tellaeche Iglesias, Iker Pastor-López, Borja Sanz-Urquijo, Pablo García Bringas:
Effective Bin Picking Approach by Combining Deep Learning and Point Cloud Processing Techniques. 534-545 - Patrik Pekarcík, Andrej Gajdos, Pavol Sokol:
Forecasting Security Alerts Based on Time Series. 546-557
Hybrid Artificial Intelligence Applications
- Alberto Tellaeche Iglesias, Iker Pastor-López, Borja Sanz-Urquijo, Pablo García Bringas:
A Real Time Vision System Based on Deep Learning for Gesture Based Human Machine Interaction. 561-572 - Naohiro Ishii, Kazuya Odagiri, Hidekazu Iwamoto, Satoshi Takahashi, Kazunori Iwata, Tokuro Matsuo:
Tourists Movement Analysis Based on Entropies of Markov Process. 573-584 - Wedad Alahamade, Iain Lake, Claire E. Reeves, Beatriz de la Iglesia:
Clustering Imputation for Air Pollution Data. 585-597 - Elnaz Namazi, Jingyue Li, Rudolf Mester, Chaoru Lu:
Identifying and Counting Vehicles in Multiple Lanes by Using a Low-Cost Vehicle-Mounted Sensor for Intelligent Traffic Management Systems. 598-611 - Roberto Porto Solano, José M. Molina López:
Minimizing Attributes for Prediction of Cardiovascular Diseases. 612-619 - Francisco Jesús Martínez-Murcia, Andrés Ortiz, Marco A. Formoso, Miguel Lopez-Zamora, Juan Luis Luque, Almudena Giménez:
A Neural Approach to Ordinal Regression for the Preventive Assessment of Developmental Dyslexia. 620-630 - José Ramón Villar, Mario Villar, Mirko Fáñez, Enrique A. de la Cal, Javier Sedano:
Fall Detection Based on Local Peaks and Machine Learning. 631-643 - Iñaki Rodríguez-García, Vicente Pesudo, Roberto Santorelli, Miguel Cárdenas-Montes:
Neural Networks for Background Rejection in DEAP-3600 Detector. 644-654 - Andrés Ortiz, Francisco Jesús Martínez-Murcia, Marco A. Formoso, Juan Luis Luque, Auxiliadora Sánchez:
Dyslexia Detection from EEG Signals Using SSA Component Correlation and Convolutional Neural Networks. 655-664 - Lidia Sánchez-González, Virginia Riego, Manuel Castejón Limas, Laura Fernández-Robles:
Local Binary Pattern Features to Detect Anomalies in Machined Workpiece. 665-673 - Francisco García Riesgo, Sergio Luis Suárez Gómez, Jesús Daniel Santos Rodríguez, Carlos González-Gutiérrez, Enrique Díez Alonso, Francisco Javier Iglesias-Rodríguez, Pedro Riesgo Fernández, Laura Bonavera, Susana del Carmen Fernández Menéndez, Francisco Javier de Cos Juez:
Early Fully-Convolutional Approach to Wavefront Imaging on Solar Adaptive Optics Simulations. 674-685 - José Manuel López-Guede, Julián Estévez, Manuel Graña:
Modeling a Specific Commercial Single Proton Exchange Membrane Fuel Cell. 686-697 - David García-Retuerta, Roberto Casado-Vara, José Luís Calvo-Rolle, Héctor Quintián, Javier Prieto:
Deep Learning for House Categorisation, a Proposal Towards Automation in Land Registry. 698-705 - Noelia Rico, Pedro Alonso, Laura Muñiz-Rodríguez, Raúl Pérez-Fernández, Luis J. Rodríguez-Muñiz, Irene Díaz:
On the Identification of Critical Questions in the PISA for Schools Program. 706-717 - Oier Echaniz, Carlos M. Chiesa-Estomba, Manuel Graña:
Exploratory Analysis of Radiomics Features on a Head and Neck Cancer Public Dataset. 718-728 - Diego Aranda-Orna, José Ramón Villar, Javier Sedano:
Stroke Rehabilitation: Detection of Finger Movements. 729-738 - Svetlana Simic, Sladana Sakac, Zorana Bankovic, José Ramón Villar, Svetislav D. Simic, Dragan Simic:
A Hybrid Bio-inspired Clustering Approach for Diagnosing Children with Primary Headache Disorder. 739-750 - Giulia Viavattene, Matteo Ceriotti:
Artificial Neural Networks for Tours of Multiple Asteroids. 751-762 - Alina Matei, Andreea Glavan, Estefanía Talavera:
Deep Learning for Scene Recognition from Visual Data: A Survey. 763-773 - Javier León, Andrés Ortiz, Miguel Damas, Jesús González, Julio Ortega:
Cost-Efficiency of Convolutional Neural Networks for High-Dimensional EEG Classification. 774-785
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