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Manuel Carranza-García
Manuel Carranza-García
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Year
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
2072021
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
1482019
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
1112020
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
982020
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
402020
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
222021
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
42021
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
32020
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, jzac033, 2022
22022
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
22022
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
12022
Short-Term Solar Irradiance Forecasting in Streaming with Deep Learning
P Lara-Benítez, M Carranza-García, JM Luna-Romera, JC Riquelme
Neurocomputing, 126312, 2023
2023
Temporal Axial Attention For Lidar-Based 3d Object Detection In Autonomous Driving
M Carranza-García, JC Riquelme, A Zakhor
2022 IEEE International Conference on Image Processing (ICIP), 201-205, 2022
2022
Concept Drift Detection to Improve Time Series Forecasting of Wind Energy Generation
T Cabello-López, M Cañizares-Juan, M Carranza-García, ...
Hybrid Artificial Intelligent Systems: 17th International Conference, HAIS …, 2022
2022
Deep learning for enhancing object detection in autonomous driving
M Carranza García
2022
Study Case of Household Electricity Consumption Patterns in London by Clustering Methodology
JM Luna-Romera, M Carranza-García, D Gutiérrez-Avilés, ...
16th International Conference on Soft Computing Models in Industrial and …, 2022
2022
Artificial intelligence techniques for improving the perception systems of autonomous vehicles
M Carranza-García, J García-Gutiérrez, JC Riquelme
XIX Conferencia de la Asociación Española para la Inteligencia Artificial …, 2021
2021
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