| 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 | 655 | 2021 |
| 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 | 390 | 2020 |
| 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 | 375 | 2020 |
| 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 | 300 | 2019 |
| 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 | 63 | 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 | 54 | 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 | 46 | 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 | 40 | 2023 |
| 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 | 38 | 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 | 27 | 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 | 18 | 2024 |
| 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 | 8 | 2023 |
| Advancing unsupervised anomaly detection with normalizing flow and multi-scale ensemble learning M Campos-Romero, M Carranza-García, JC Riquelme Engineering Applications of Artificial Intelligence 137, 109088, 2024 | 7 | 2024 |
| 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 31 (3), 307-326, 2024 | 7 | 2024 |
| 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 | 7 | 2023 |
| Concept drift detection to improve time series forecasting of wind energy generation T Cabello-López, M Cañizares-Juan, M Carranza-García, ... International Conference on Hybrid Artificial Intelligence Systems, 133-140, 2022 | 7 | 2022 |
| A real-time machine learning-based methodology for short-term frequency nadir prediction in low-inertia power systems MJ Jiménez-Navarro, JM Riquelme-Dominguez, M Carranza-García, ... Neurocomputing 626, 129583, 2025 | 5 | 2025 |
| 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 10 (3), 2024 | 5 | 2024 |
| 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 | 5 | 2020 |
| 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 | 2 | 2023 |
José C. RiquelmeUniversidad de SevillaVerified email at us.es
