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Manuel Carranza-García
Manuel Carranza-García
Assistant Professor at University of Sevilla
在 us.es 的电子邮件经过验证
标题
引用次数
引用次数
年份
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
3252021
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
1832019
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
1622020
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
1522020
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
532020
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
372021
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
172021
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
102022
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
92023
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
52023
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
42023
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
42020
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
22022
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
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
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
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
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