Manuel Carranza-García
Manuel Carranza-García
Assistant Professor at University of Sevilla
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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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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