Publicacións nas que colabora con Alicia Troncoso Lora (93)
2024
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Pattern sequence-based algorithm for multivariate big data time series forecasting: Application to electricity consumption
Future Generation Computer Systems, Vol. 154, pp. 397-412
2023
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A Cluster-Based Deep Learning Model for Energy Consumption Forecasting in Ethiopia
Lecture Notes in Networks and Systems
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A New Hybrid CNN-LSTM for Wind Power Forecasting in Ethiopia
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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A new Apache Spark-based framework for big data streaming forecasting in IoT networks
Journal of Supercomputing, Vol. 79, Núm. 10, pp. 11078-11100
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A new approach based on association rules to add explainability to time series forecasting models
Information Fusion, Vol. 94, pp. 169-180
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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, Vol. 16, Núm. 1, pp. 3661-3679
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Deep Learning-Based Approach for Sleep Apnea Detection Using Physiological Signals
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Evolutionary computation to explain deep learning models for time series forecasting
Proceedings of the ACM Symposium on Applied Computing
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Explainable Artificial Intelligence for the Electric Vehicle Load Demand Forecasting Problem
Lecture Notes in Networks and Systems
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Explainable hybrid deep learning and Coronavirus Optimization Algorithm for improving evapotranspiration forecasting
Computers and Electronics in Agriculture, Vol. 215
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FS-Studio: An extensive and efficient feature selection experimentation tool for Weka Explorer
SoftwareX, Vol. 23
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Machine Learning Approaches for Predicting Tree Growth Trends Based on Basal Area Increment
Lecture Notes in Networks and Systems
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Olive Oil Fly Population Pest Forecasting Using Explainable Deep Learning
Lecture Notes in Networks and Systems
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Preface
Lecture Notes in Networks and Systems
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Preface
Lecture Notes in Networks and Systems
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Preface
Lecture Notes in Networks and Systems
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Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Preface
Lecture Notes in Networks and Systems
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Preface
Lecture Notes in Networks and Systems
2022
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A deep LSTM network for the Spanish electricity consumption forecasting
Neural Computing and Applications, Vol. 34, Núm. 13, pp. 10533-10545