| An Experimental Review on Deep Learning Architectures for Time Series Forecasting P Lara-Benítez, M Carranza-García, JC Riquelme International Journal of Neural Systems 31 (03), 2130001, 2021 | 345 | 2021 |
| A framework for evaluating land use and land cover classification using convolutional neural networks M Carranza-García, J García-Gutiérrez, JC Riquelme Remote Sensing 11 (3), 274, 2019 | 192 | 2019 |
| Temporal convolutional networks applied to energy-related time series forecasting P Lara-Benítez, M Carranza-García, JM Luna-Romera, JC Riquelme Applied Sciences 10 (7), 2322, 2020 | 173 | 2020 |
| On the performance of one-stage and two-stage object detectors in autonomous vehicles using camera data M Carranza-García, J Torres-Mateo, P Lara-Benítez, J García-Gutiérrez Remote Sensing 13 (1), 89, 2020 | 167 | 2020 |
| Asynchronous dual-pipeline deep learning framework for online data stream classification P Lara-Benítez, M Carranza-García, J García-Gutiérrez, JC Riquelme Integrated Computer-Aided Engineering 27 (2), 101-119, 2020 | 53 | 2020 |
| Enhancing object detection for autonomous driving by optimizing anchor generation and addressing class imbalance M Carranza-García, P Lara-Benítez, J García-Gutiérrez, JC Riquelme Neurocomputing 449, 229-244, 2021 | 38 | 2021 |
| Evaluation of the Transformer Architecture for Univariate Time Series Forecasting P Lara-Benítez, L Gallego-Ledesma, M Carranza-García, ... Conference of the Spanish Association for Artificial Intelligence, 106-115, 2021 | 19 | 2021 |
| Short-term solar irradiance forecasting in streaming with deep learning P Lara-Benítez, M Carranza-García, JM Luna-Romera, JC Riquelme Neurocomputing 546, 126312, 2023 | 11 | 2023 |
| Object detection using depth completion and camera-LiDAR fusion for autonomous driving M Carranza-García, FJ Galán-Sales, JM Luna-Romera, JC Riquelme Integrated Computer-Aided Engineering, 1-18, 2022 | 11 | 2022 |
| Forecasting solar energy production in Spain: A comparison of univariate and multivariate models at the national level T Cabello-López, M Carranza-García, JC Riquelme, J García-Gutiérrez Applied Energy 350, 121645, 2023 | 5 | 2023 |
| Data streams classification using deep learning under different speeds and drifts P Lara-Benítez, M Carranza-García, D Gutiérrez-Avilés, JC Riquelme Logic Journal of the IGPL 31 (4), 688-700, 2023 | 5 | 2023 |
| On the performance of deep learning models for time series classification in streaming P Lara-Benítez, M Carranza-García, F Martínez-Álvarez, JC Riquelme 15th International Conference on Soft Computing Models in Industrial and …, 2020 | 4 | 2020 |
| Feature selection on spatio-temporal data for solar irradiance forecasting M Carranza-García, P Lara-Benítez, JM Luna-Romera, JC Riquelme 16th International Conference on Soft Computing Models in Industrial and …, 2022 | 2 | 2022 |
| A machine learning-based methodology for short-term kinetic energy forecasting with real-time application: Nordic Power System case JM Riquelme-Dominguez, M Carranza-García, P Lara-Benítez, ... International Journal of Electrical Power & Energy Systems 156, 109730, 2024 | 1 | 2024 |
| Uso de herramientas software colaborativas para el seguimiento, estudio y evaluación de clases de enseñanzas prácticas y desarrollo MM Martínez Ballesteros, MJ Jiménez Navarro, M Carranza García, ... Enseñanza e Innovación Educativa en el ámbito Universitario (INNOVARUS 2023), 2024 | | 2024 |
| An empirical analysis of the relationship among price, demand and CO2 emissions in the Spanish electricity market JM Luna-Romera, M Carranza-García, Á Arcos-Vargas, ... Heliyon, 2024 | | 2024 |
| Efficient Short-Term Time Series Forecasting with Regression Trees P Reina-Jiménez, M Carranza-García, J María Luna-Romera, ... International Conference on Soft Computing Models in Industrial and …, 2023 | | 2023 |
| An Approach to Enhance Time Series Forecasting by Fast Fourier Transform FJ Galán-Sales, P Reina-Jiménez, M Carranza-García, JM Luna-Romera International Conference on Soft Computing Models in Industrial and …, 2023 | | 2023 |
| Association Rule Analysis of Student Satisfaction Surveys for Teaching Quality Evaluation MJ Jiménez-Navarro, B Vega-Márquez, JM Luna-Romera, ... Computational Intelligence in Security for Information Systems Conference …, 2023 | | 2023 |
| Enhancing smart home appliance recognition with wavelet and scalogram analysis using data augmentation JL Salazar-González, JM Luna-Romera, M Carranza-García, ... Integrated Computer-Aided Engineering, 1-20, 2023 | | 2023 |
José C. RiquelmeUniversidad de SevillaVerified email at us.es
