Alicia Troncoso (ORCID: 0000-0002-9801-7999) https://datalab.upo.es/troncoso
Universidad Pablo de Olavide
H-index: 39
Europe-Spain
Top articles of Alicia Troncoso (ORCID: 0000-0002-9801-7999) https://datalab.upo.es/troncoso
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Medium-term water consumption forecasting based on deep neural networks | Expert Systems with Applications | A Gil-Gamboa Pilar Paneque O Trull Alicia Troncoso | 2024/8/1 |
Pattern sequence-based algorithm for multivariate big data time series forecasting: Application to electricity consumption | Future Generation Computer Systems | Ruben Pérez-Chacón Gualberto Asencio-Cortés A Troncoso F Martínez-Álvarez | 2024/5/1 |
Water consumption time series forecasting in urban centers using deep neural networks | Applied Water Science | CG García-Soto JF Torres MA Zamora-Izquierdo J Palma A Troncoso | 2024/2 |
A new Apache Spark-based framework for big data streaming forecasting in IoT networks | The Journal of Supercomputing | Antonio M Fernández-Gómez David Gutiérrez-Avilés Alicia Troncoso Francisco Martínez-Álvarez | 2023/7 |
Identification of Anomalies in Urban Sound Data with Autoencoders | Laura Melgar-García Maryam Hosseini Alicia Troncoso | 2023/8/29 | |
Explainable hybrid deep learning and Coronavirus Optimization Algorithm for improving evapotranspiration forecasting | Computers and Electronics in Agriculture | AR Troncoso-García IS Brito A Troncoso F Martínez-Álvarez | 2023/12/1 |
International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2023) 14th International Conference on … | Pablo García Bringas | 2023 | |
A novel distributed forecasting method based on information fusion and incremental learning for streaming time series | Information Fusion | Laura Melgar-García David Gutiérrez-Avilés Cristina Rubio-Escudero Alicia Troncoso | 2023/7/1 |
Hybrid Artificial Intelligent Systems: 18th International Conference, HAIS 2023, Salamanca, Spain, September 5–7, 2023, Proceedings | Pablo García Bringas Hilde Pérez García Francisco Javier Martínez de Pisón Francisco Martínez Álvarez Alicia Troncoso Lora | 2023/8/28 | |
A novel semantic segmentation approach based on U-Net, WU-Net, and U-Net++ deep learning for predicting areas sensitive to pluvial flood at tropical area | International Journal of Digital Earth | Laura Melgar-García Francisco Martínez-Álvarez Dieu Tien Bui Alicia Troncoso | 2023/10/2 |
Deep Learning-Based Approach for Sleep Apnea Detection Using Physiological Signals | AR Troncoso-García M Martínez-Ballesteros F Martínez-Álvarez A Troncoso | 2023/6/19 | |
Explainable Artificial Intelligence for Education: A Real Case of a University Subject Switched to Python | Laura Melgar-García Ángela Troncoso-García David Gutiérrez-Avilés José Francisco Torres Alicia Troncoso | 2023/8/27 | |
Olive Oil Fly Population Pest Forecasting Using Explainable Deep Learning | AM Chacón-Maldonado AR Troncoso-García F Martínez-Álvarez G Asencio-Cortés A Troncoso | 2023/8/31 | |
A new approach based on association rules to add explainability to time series forecasting models | Information Fusion | AR Troncoso-García María Martínez-Ballesteros Francisco Martínez-Álvarez Alicia Troncoso | 2023/6/1 |
Identifying novelties and anomalies for incremental learning in streaming time series forecasting | Engineering Applications of Artificial Intelligence | Laura Melgar-García David Gutiérrez-Avilés Cristina Rubio-Escudero Alicia Troncoso | 2023/8/1 |
Machine Learning Approaches for Predicting Tree Growth Trends Based on Basal Area Increment | Pablo Casas-Gómez Francisco Martínez-Álvarez Alicia Troncoso Juan Carlos Linares | 2023/8/31 | |
Streaming big time series forecasting based on nearest similar patterns with application to energy consumption | Logic Journal of the IGPL | P Jiménez-Herrera Laura Melgar-García Gualberto Asencio-Cortés A Troncoso | 2023/4 |
FS-Studio: An extensive and efficient feature selection experimentation tool for Weka Explorer | SoftwareX | Andrés Manuel Chacón-Maldonado Gualberto Asencio-Cortés Francisco Martínez-Álvarez Alicia Troncoso | 2023/7/1 |
A New Hybrid CNN-LSTM for Wind Power Forecasting in Ethiopia | E Tefera M Martínez-Ballesteros A Troncoso F Martínez-Álvarez | 2023/8/29 | |
Evolutionary computation to explain deep learning models for time series forecasting | Angela Troncoso Garcia Alicia Troncoso Lora Francisco Martinez-Alvarez Maria Martinez Ballesteros | 2023/3/27 |
