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Francisco Martínez‐Álvarez
Universidad Pablo de Olavide
40
H-index
196
Paper Count
6.5K
Citation Count
0
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Published Papers
58
Publication Date
Publication Date
Impact Factor
Citations
An explainable deep learning method based on spectral co-clustering for ozone time series forecasting
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
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
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
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
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
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
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
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
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
INFORMATION FUSION
IF
15.5
2023-06-01
19
OA
AI
Troncoso-Garcia, A. R.; Martinez-Ballesteros, M.; Martinez-Alvarez, F.; Troncoso, A.
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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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Research Directions
No research directions
Co-authors
Cooperation Journals
D
Dieu Tien Bui
H-index: 112 · Papers: 300
R
Romulus Costache
H-index: 51 · Papers: 155
P
Pijush Samui
H-index: 50 · Papers: 386
N
Nhat‐Duc Hoang
H-index: 49 · Papers: 161
J
Juan Carlos Linares
H-index: 47 · Papers: 230
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