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15th HAIS 2020: Gijón, Spain
- Enrique A. de la Cal
, José Ramón Villar Flecha
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
Fake News Detection by Means of Uncertainty Weighted Causal Graphs. 13-24 - Marina Aguilar-Moreno
An Hybrid Registration Method for SLAM with the M8 Quanergy LiDAR. 25-35 - Dominik Olszewski:
An Adaptive Neighborhood Retrieval Visualizer. 36-48 - Tania Jorajuría
A Fast SSVEP-Based Brain-Computer Interface. 49-60 - Unai Arrieta, Ander García
Visual Analytics for Production Line Failure Detection. 61-72 - Fernando Sánchez Lasheras
Missing Data Imputation for Continuous Variables Based on Multivariate Adaptive Regression Splines. 73-85 - Ángel Arroyo
Clustering and Regression to Impute Missing Values of Robot Performance. 86-94 - Enrique A. de la Cal
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
Employing Decision Templates to Imbalanced Data Classification. 120-131 - Javier de Lope
Comparison of Labeling Methods for Behavioral Activity Classification Based on Gaze Ethograms. 132-144
Bio-inspired Models and Optimization
- Roberto A. Vasco-Carofilis
PBIL for Optimizing Hyperparameters of Convolutional Neural Networks and STL Decomposition. 147-159 - Oduwa Edo-Osagie, Beatriz de la Iglesia
An Evolutionary Approach to Automatic Keyword Selection for Twitter Data Analysis. 160-171 - Jessica Andrea Carballido
PreCLAS: An Evolutionary Tool for Unsupervised Feature Selection. 172-182 - Noemí DeCastro-García
RADSSo: An Automated Tool for the multi-CASH Machine Learning Problem. 183-194 - Angélica Guzmán Ponce
A Metaheuristic Algorithm to Face the Graph Coloring Problem. 195-208 - Hernán Díaz
Tardiness Minimisation for Job Shop Scheduling with Interval Uncertainty. 209-220 - David López
Modified Grid Searches for Hyper-Parameter Optimization. 221-232 - Juan Bella, Ángela Fernández
Supervised Hyperparameter Estimation for Anomaly Detection. 233-244 - Parfait Atchade-Adelomou
Using the Variational-Quantum-Eigensolver (VQE) to Create an Intelligent Social Workers Schedule Problem Solver. 245-260 - Boris Pérez-Cañedo
Fully Fuzzy Multi-objective Berth Allocation Problem. 261-272 - Rubén Ferrero-Guillén
Analysis of the Genetic Algorithm Operators for the Node Location Problem in Local Positioning Systems. 273-283 - Maria Khodorchenko
Optimization of Learning Strategies for ARTM-Based Topic Models. 284-296
Learning Algorithms
- Angélica Guzmán Ponce
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
Clustering Techniques Performance Analysis for a Solar Thermal Collector Hybrid Model Implementation. 329-340 - Esteban Jove
A Hybrid One-Class Topology for Non-convex Sets. 341-349 - Eduardo C. Garrido-Merchán
A Machine Consciousness Architecture Based on Deep Learning and Gaussian Processes. 350-361 - Martín Naya-Varela
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
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
Agglomerative Constrained Clustering Through Similarity and Distance Recalculation. 424-436 - Ana Cristina Umaquinga-Criollo
Multi-expert Methods Evaluation on Financial and Economic Data: Introducing Bag of Experts. 437-449 - Noelia Rico
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
Opinion Mining System for Twitter Sentiment Analysis. 465-476 - Daniel Ibaseta
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
First Steps Towards State Representation Learning for Cognitive Robotics. 499-510 - Antonio J. Tallón-Ballesteros
Hybridized White Learning in Cloud-Based Picture Archiving and Communication System for Predictability and Interpretability. 511-521 - P. Jiménez-Herrera, Laura Melgar-García
A New Forecasting Algorithm Based on Neighbors for Streaming Electricity Time Series. 522-533 - Alberto Tellaeche Iglesias
Effective Bin Picking Approach by Combining Deep Learning and Point Cloud Processing Techniques. 534-545 - Patrik Pekarcík
Forecasting Security Alerts Based on Time Series. 546-557
Hybrid Artificial Intelligence Applications
- Alberto Tellaeche Iglesias
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
Tourists Movement Analysis Based on Entropies of Markov Process. 573-584 - Wedad Alahamade, Iain Lake
Clustering Imputation for Air Pollution Data. 585-597 - Elnaz Namazi
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
Minimizing Attributes for Prediction of Cardiovascular Diseases. 612-619 - Francisco Jesús Martínez-Murcia, Andrés Ortiz
A Neural Approach to Ordinal Regression for the Preventive Assessment of Developmental Dyslexia. 620-630 - José Ramón Villar
Fall Detection Based on Local Peaks and Machine Learning. 631-643 - Iñaki Rodríguez-García
Neural Networks for Background Rejection in DEAP-3600 Detector. 644-654 - Andrés Ortiz
Dyslexia Detection from EEG Signals Using SSA Component Correlation and Convolutional Neural Networks. 655-664 - Lidia Sánchez-González
Local Binary Pattern Features to Detect Anomalies in Machined Workpiece. 665-673 - Francisco García Riesgo, Sergio Luis Suárez Gómez
Early Fully-Convolutional Approach to Wavefront Imaging on Solar Adaptive Optics Simulations. 674-685 - José Manuel López-Guede
Modeling a Specific Commercial Single Proton Exchange Membrane Fuel Cell. 686-697 - David García-Retuerta
Deep Learning for House Categorisation, a Proposal Towards Automation in Land Registry. 698-705 - Noelia Rico
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
Stroke Rehabilitation: Detection of Finger Movements. 729-738 - Svetlana Simic, Sladana Sakac, Zorana Bankovic, José Ramón Villar
A Hybrid Bio-inspired Clustering Approach for Diagnosing Children with Primary Headache Disorder. 739-750 - Giulia Viavattene
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
Cost-Efficiency of Convolutional Neural Networks for High-Dimensional EEG Classification. 774-785
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