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J
José C. Riquelme
University of Sevilla
37
H-index
275
Paper Count
5.0K
Citation Count
0
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Published Papers
54
Publication Date
Publication Date
Impact Factor
Citations
Enhancing energy availability based on explainable two-level clustering for root-cause diagnosis of production loss events in wind farms
Renewable Energy
IF
9.1
2026-04-02
0
PRE
AI
Adrián Gil-Gamboa; José E. Sánchez-López; Javier Solís-García; Miguel A. Delgado; Ignacio Román; José Franquelo; José C. Riquelme; Alicia Troncoso
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Tree-based vs. deep learning in time series: A prescriptive framework for performance-driven model selection
Applied Soft Computing
IF
6.6
2026-03-12
0
OA
AI
Pablo Reina-Jiménez; María Martínez-Ballesteros; José C. Riquelme
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MuDeNet: a Multi-patch Descriptor Network for Anomaly Modeling
Information Fusion
IF
15.5
2026-02-07
0
PRE
AI
Miguel Campos-Romero; Manuel Carranza-Garcia; Robert-Jan Sips; Jose C. Riquelme
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Deep Learning or Trees? A Trade-off Analysis for Multivariate Time Series Forecasting
ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2025, PT I
IF
0
2026-01-01
0
PRE
AI
Reina-Jimenez, Pablo; Martinez-Ballesteros, Maria; Riquelme, Jose C.
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Semi-real-time decision tree ensemble algorithms for very short-term solar irradiance forecasting
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF
5
2024-07-01
1
OA
AI
Sanchez-Lopez, Jose E.; Solis-Garcia, Javier; Riquelme, Jose C.
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Addressing energy challenges in Iraq: Forecasting power supply and demand using artificial intelligence models
HELIYON
IF
3.6
2024-02-01
2
OA
AI
Aldarraji, Morteza; Vega-Marquez, Belen; Pontes, Beatriz; Mahmood, Basim; Riquelme, Jose C.
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An empirical analysis of the relationship among price, demand and CO2 emissions in the Spanish electricity market
HELIYON
IF
3.6
2024-02-01
0
OA
AI
Luna-Romera, Jose Maria; Carranza-Garcia, Manuel; Arcos-Vargas, Angel; Riquelme-Santos, Jose C.
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Comparing artificial intelligence strategies for early sepsis detection in the ICU: an experimental study
APPLIED INTELLIGENCE
IF
3.5
2023-11-23
2
OA
AI
Solis-Garcia, Javier; Vega-Marquez, Belen; Nepomuceno, Juan A.; Riquelme-Santos, Jose C.; Nepomuceno-Chamorro, Isabel A.
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Forecasting solar energy production in Spain: A comparison of univariate and multivariate models at the national level
APPLIED ENERGY
IF
11
2023-11-01
11
OA
AI
Cabello-Lopez, Tomas; Carranza-Garcia, Manuel; Riquelme, Jose C.; Garcia-Gutierrez, Jorge
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Short-term solar irradiance forecasting in streaming with deep learning
NEUROCOMPUTING
IF
6.5
2023-08-01
17
OA
AI
Lara-Benitez, Pedro; Carranza-Garcia, Manuel; Luna-Romera, Jose Maria; Riquelme, Jose C.
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Object detection using depth completion and camera-LiDAR fusion for autonomous driving
INTEGRATED COMPUTER-AIDED ENGINEERING
IF
5.3
2022-06-21
16
PRE
AI
Carranza-Garcia, Manuel; Javier Galan-Sales, F.; Maria Luna-Romera, Jose; Riquelme, Jose C.
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Statistically Representative Metrology of Nanoparticles via Unsupervised Machine Learning of TEM Images
NANOMATERIALS
IF
4.3
2021-10-14
26
OA
AI
Wen, Haotian; Luna-Romera, Jose Maria; Riquelme, Jose C.; Dwyer, Christian; Chang, Shery L. Y.
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Enhancing object detection for autonomous driving by optimizing anchor generation and addressing class imbalance
NEUROCOMPUTING
IF
6.5
2021-08-01
28
OA
AI
Carranza-Garcia, Manuel; Lara-Benitez, Pedro; Garcia-Gutierrez, Jorge; Riquelme, Jose C.
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Autoencoded DNA methylation data to predict breast cancer recurrence: Machine learning models and gene-weight significance
ARTIFICIAL INTELLIGENCE IN MEDICINE
IF
6.2
2020-11-01
27
OA
AI
Macias-Garcia, Laura; Martinez-Ballesteros, Maria; Luna-Romera, Jose Maria; Garcia-Heredia, Jose M.; Garcia-Gutierrez, Jorge; Riquelme-Santos, Jose C.
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Asynchronous dual-pipeline deep learning framework for online data stream classification
INTEGRATED COMPUTER-AIDED ENGINEERING
IF
5.3
2020-02-27
43
OA
AI
Lara-Benitez, Pedro; Carranza-Garcia, Manuel; Garcia-Gutierrez, Jorge; Riquelme, Jose C.
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Semi-wrapper feature subset selector for feed-forward neural networks: Applications to binary and multi-class classification problems
NEUROCOMPUTING
IF
6.5
2019-08-01
11
OA
AI
Tallon-Ballesteros, Antonio J.; Riquelme, Jose C.; Ruiz, Roberto
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Filter-based feature selection in the context of evolutionary neural networks in supervised machine learning
PATTERN ANALYSIS AND APPLICATIONS
IF
2
2019-03-11
3
PRE
AI
Tallon-Ballesteros, Antonio J.; Riquelme, Jose C.; Ruiz, Roberto
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Analysis of the Evolution of the Spanish Labour Market Through Unsupervised Learning
IEEE ACCESS
IF
3.6
2019-01-01
5
OA
AI
Maria Luna-Romera, Jose; Nunez-Hernandez, Fernando; Martinez-Ballesteros, Maria; Riquelme, Jose C.; Usabiaga Ibanez, Carlos
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On the evolutionary weighting of neighbours and features in the k-nearest neighbour rule
NEUROCOMPUTING
IF
6.5
2019-01-01
11
PRE
AI
Mateos-Garcia, Daniel; Garcia-Gutierrez, Jorge; Riquelme-Santos, Jose C.
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A Novel Ensemble Method for Electric Vehicle Power Consumption Forecasting: Application to the Spanish System
IEEE ACCESS
IF
3.6
2019-01-01
27
OA
AI
Gomez-Quiles, Catalina; Asencio-Cortes, Gualberto; Gastalver-Rubio, Adolfo; Martinez-Alvarez, Francisco; Troncoso, Alicia; Manresa, Joan; Riquelme, Jose C.; Riquelme-Santos, Jesus M.
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Research Directions
No research directions
Co-authors
Cooperation Journals
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
S
Sancho Salcedo‐Sanz
H-index: 60 · Papers: 506
C
César Hervás‐Martínez
H-index: 45 · Papers: 365
M
Miguel García-Torres
H-index: 41 · Papers: 180
A
Amparo Alonso‐Betanzos
H-index: 41 · Papers: 299
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