José C. Riquelme - Publications, H-index & Citations | 科言猫

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José C. Riquelme

University of Sevilla

37H指数

275论文数

5.0K被引数

收录论文 54

发表时间

Enhancing energy availability based on explainable two-level clustering for root-cause diagnosis of production loss events in wind farms 基于可解释的两级聚类方法提升风场生产损失事件的根本原因诊断能量可用性

Renewable Energy

IF9.1

2026-04-02

0

PREAI

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 基于树的方法与深度学习在时间序列中的应用：一个以性能为导向的模型选择规范性框架

Applied Soft Computing

IF6.6

2026-03-12

0

OAAI

Pablo Reina-Jiménez; María Martínez-Ballesteros; José C. Riquelme

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MuDeNet: a Multi-patch Descriptor Network for Anomaly Modeling MuDeNet：一种用于异常建模的多补丁描述符网络

Information Fusion

IF15.5

2026-02-07

0

PREAI

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 深度学习还是树模型？多元时间序列预测的权衡分析

ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2025, PT I

IF0

2026-01-01

0

PREAI

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

IF5

2024-07-01

1

OAAI

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 应对伊拉克的能源挑战: 使用人工智能模型预测电力供需

IF3.6

2024-02-01

2

OAAI

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

IF3.6

2024-02-01

0

OAAI

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

IF3.5

2023-11-23

2

OAAI

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

IF11

2023-11-01

11

OAAI

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 基于深度学习的流式短期太阳辐照度预测

IF6.5

2023-08-01

17

OAAI

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 基于深度补全和相机-激光雷达融合的自动驾驶目标检测

INTEGRATED COMPUTER-AIDED ENGINEERING

IF5.3

2022-06-21

16

PREAI

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 通过TEM图像的无监督机器学习对纳米颗粒进行统计代表性计量

IF4.3

2021-10-14

26

OAAI

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

IF6.5

2021-08-01

28

OAAI

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

IF6.2

2020-11-01

27

OAAI

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 面向在线数据流分类的异步双流水线深度学习框架

INTEGRATED COMPUTER-AIDED ENGINEERING

IF5.3

2020-02-27

43

OAAI

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

IF6.5

2019-08-01

11

OAAI

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

IF2

2019-03-11

3

PREAI

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

IF3.6

2019-01-01

5

OAAI

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

IF6.5

2019-01-01

11

PREAI

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

IF3.6

2019-01-01

27

OAAI

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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