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F
Francisco Martínez‐Álvarez
Universidad Pablo de Olavide
40
H指数
196
论文数
6.5K
被引数
0
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58
发表时间
发表时间
IF
被引数
An explainable deep learning method based on spectral co-clustering for ozone time series forecasting
基于谱共聚类算法的可解释深度学习方法用于臭氧时间序列预测
Applied Intelligence
IF
3.5
2026-05-21
0
OA
AI
Naeem Ullah; Francisco Martínez-Álvarez; Ivanoe De Falco; Giovanna Sannino
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Feature Importance in Association Rule-Based Explanations for Time Series Forecasting
基于关联规则解释的时间序列预测中的特征重要性
INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING-IDEAL 2025, PT II
IF
0
2026-01-01
0
PRE
AI
Troncoso-Garcia, A. R.; Martinez-Ballesteros, M.; Martinez-Alvarez, F.; Troncoso, A.
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A Survey of Quantum Machine Learning: Foundations; Algorithms; Frameworks; Data and Applications
量子机器学习综述：基础、算法、框架、数据与应用
ACM Computing Surveys
IF
28
2025-10-07
0
OA
AI
Francesc Rodríguez-Díaz; David Gutiérrez-Avilés; Alicia Troncoso; Francisco Martínez-Álvarez
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MetaGen: A framework for metaheuristic development and hyperparameter optimization in machine and deep learning
MetaGen：一个用于元启发式开发以及机器学习和深度学习中超参数优化的框架
NEUROCOMPUTING
IF
6.5
2025-07-01
0
PRE
AI
Gutierrez-aviles, David; Jimenez-navarro, Manuel Jesus; Torres, Jose Francisco; Martinez-Alvarez, Francisco
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A novel approach based on clustering and optimized ensemble deep learning for energy consumption forecasting in Ethiopia
一种基于聚类和优化集成深度学习的方法，用于埃塞俄比亚能源消耗预测
NEUROCOMPUTING
IF
6.5
2025-07-01
0
PRE
AI
Habtemariam, E. Tefera; Martinez-Ballesteros, M.; Troncoso, A.; Martinez-Alvarez, F.
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A novel explainable AI framework for medical image classification integrating statistical, visual, and rule-based methods
一种新颖的可解释的AI框架，用于医学图像分类，该框架集成了统计，视觉和基于规则的方法
Medical Image Analysis
IF
11.8
2025-06-06
0
OA
AI
Naeem Ullah; Florentina Guzmán-Aroca; Francisco Martínez-Álvarez; Ivanoe De Falco; Giovanna Sannino
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Energy-efficient transfer learning for water consumption forecasting
用于用水量预测的节能迁移学习
sustainable computing informatics systems
IF
0
2025-06-01
0
OA
AI
A. Gil-Gamboa; J.F. Torres; F. Martínez-Álvarez; A. Troncoso
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Forecasting basal area increment in forest ecosystems using deep learning: A multi-species analysis in the Himalayas
ECOLOGICAL INFORMATICS
IF
7.3
2025-03-01
0
OA
AI
Casas-Gomez, P.; Torres, J. F.; Linares, J. C.; Troncoso, A.; Martinez-alvarez, F.
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A partitioning incremental algorithm using adaptive Mahalanobis fuzzy clustering and identifying the most appropriate partition
PATTERN ANALYSIS AND APPLICATIONS
IF
2
2024-12-06
0
PRE
AI
Scitovski, Rudolf; Sabo, Kristian; Grahovac, Danijel; Martinez-alvarez, Francisco; Ungar, Sime
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Pattern sequence-based algorithm for multivariate big data time series forecasting: Application to electricity consumption
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF
6.1
2024-05-01
4
OA
AI
Perez-Chacon, R.; Asencio-Cortes, G.; Troncoso, A.; Martinez-Alvarez, F.
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Explaining deep learning models for ozone pollution prediction via embedded feature selection
通过嵌入式特征选择解释用于臭氧污染预测的深度学习模型
APPLIED SOFT COMPUTING
IF
6.6
2024-05-01
6
OA
AI
Jimenez-Navarro, M. J.; Martinez-Ballesteros, M.; Martinez-Aalvarez, F.; Asencio-Cortes, G.
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Emerging trends in big data analytics and natural disasters
COMPUTERS & GEOSCIENCES
IF
4.4
2024-01-01
0
PRE
AI
Martinez-Alvarez, Francisco; Scitovski, Rudolf; Rubio-Escudero, Cristina; Morales-Esteban, Antonio
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Explainable hybrid deep learning and Coronavirus Optimization Algorithm for improving evapotranspiration forecasting
COMPUTERS AND ELECTRONICS IN AGRICULTURE
IF
8.9
2023-12-01
9
PRE
AI
Troncoso-Garcia, A. R.; Brito, I. S.; Troncoso, A.; Martinez-Alvarez, F.
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Electricity consumption forecasting with outliers handling based on clustering and deep learning with application to the Algerian market
基于聚类和深度学习的异常值处理用电量预测及其在阿尔及利亚市场的应用
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2023-10-01
12
PRE
AI
Hadjout, Dalil; Sebaa, Abderrazak; Torres, Jose F.; Martinez-Alvarez, Francisco
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A novel semantic segmentation approach based on U-Net, WU-Net, and U-Net plus plus deep learning for predicting areas sensitive to pluvial flood at tropical area
INTERNATIONAL JOURNAL OF DIGITAL EARTH
IF
4.9
2023-09-13
4
OA
AI
Melgar-Garcia, Laura; Martinez-Alvarez, Francisco; Bui, Dieu Tien; Troncoso, Alicia
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A new approach based on association rules to add explainability to time series forecasting models
一种基于关联规则的时间序列预测模型可解释性的新方法
INFORMATION FUSION
IF
15.5
2023-06-01
19
OA
AI
Troncoso-Garcia, A. R.; Martinez-Ballesteros, M.; Martinez-Alvarez, F.; Troncoso, A.
分享
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A new deep learning architecture with inductive bias balance for transformer oil temperature forecasting
JOURNAL OF BIG DATA
IF
6.4
2023-05-28
4
OA
AI
Jimenez-Navarro, Manuel J.; Martinez-Ballesteros, Maria; Martinez-Alvarez, Francisco; Asencio-Cortes, Gualberto
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DIAFAN-TL: An instance weighting-based transfer learning algorithm with application to phenology forecasting
KNOWLEDGE-BASED SYSTEMS
IF
7.6
2022-10-01
4
OA
AI
Molina-Cabanillas, M. A.; Jimenez-Navarro, M. J.; Arjona, R.; Martinez-Alvarez, F.; Asencio-Cortes, G.
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A new big data triclustering approach for extracting three-dimensional patterns in precision agriculture
NEUROCOMPUTING
IF
6.5
2022-08-01
12
OA
AI
Melgar-Garcia, Laura; Gutierrez-Aviles, David; Godinho, Maria Teresa; Espada, Rita; Brito, Isabel Sofia; Martinez-alvarez, Francisco; Troncoso, Alicia; Rubio-Escudero, Cristina
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Electricity consumption forecasting based on ensemble deep learning with application to the Algerian market
ENERGY
IF
9.4
2022-03-01
42
OA
AI
Hadjout, D.; Torres, J. F.; Troncoso, A.; Sebaa, A.; Martinez- Alvarez, F.
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研究方向
暂无研究方向
合作学者
合作期刊
D
Dieu Tien Bui
H 指数: 112 · 论文数: 300
R
Romulus Costache
H 指数: 51 · 论文数: 155
P
Pijush Samui
H 指数: 50 · 论文数: 386
N
Nhat‐Duc Hoang
H 指数: 49 · 论文数: 161
J
Juan Carlos Linares
H 指数: 47 · 论文数: 230
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