G. Asencio–Cortés - Publications, H-index & Citations

G. Asencio–Cortés

Universidad Pablo de Olavide

18H指数

77论文数

1.1K被引数

收录论文 15

发表时间

A New Transformer-Based Hybrid Model to Forecast Olive Fruit Fly Using Multimodal Data 基于Transformer的新型混合模型，利用多模态数据预测橄榄果蝇

HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, HAIS 2025, PT I

IF0

2026-01-01

PREAI

Chacon-Maldonado, A. M.; Van der Looven, N. Martnez; Asencio-Cortes, G.; Troncoso, A.

Improving monsoon forecasting based on feature selection and explainable artificial intelligence 基于特征选择和可解释人工智能改进季风预报

Applied Soft Computing

IF6.6

2025-10-08

PREAI

A.M. Chacón-Maldonado; A.R. Troncoso-García; G. Asencio-Cortés; A. Troncoso

Explainable olive grove and grapevine pest forecasting through machine learning-based classification and regression

RESULTS IN ENGINEERING

IF7.9

2024-12-01

OAAI

Rodriguez-Diaz, F.; Chacon-Maldonado, A. M.; Troncoso-Garcia, A. R.; Asencio-Cortes, G.

Pattern sequence-based algorithm for multivariate big data time series forecasting: Application to electricity consumption

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2024-05-01

OAAI

Perez-Chacon, R.; Asencio-Cortes, G.; Troncoso, A.; Martinez-Alvarez, F.

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

IF6.6

2024-05-01

OAAI

Jimenez-Navarro, M. J.; Martinez-Ballesteros, M.; Martinez-Aalvarez, F.; Asencio-Cortes, G.

A new deep learning architecture with inductive bias balance for transformer oil temperature forecasting

JOURNAL OF BIG DATA

IF6.4

2023-05-28

OAAI

Jimenez-Navarro, Manuel J.; Martinez-Ballesteros, Maria; Martinez-Alvarez, Francisco; Asencio-Cortes, Gualberto

DIAFAN-TL: An instance weighting-based transfer learning algorithm with application to phenology forecasting

KNOWLEDGE-BASED SYSTEMS

IF7.6

2022-10-01

OAAI

Molina-Cabanillas, M. A.; Jimenez-Navarro, M. J.; Arjona, R.; Martinez-Alvarez, F.; Asencio-Cortes, G.

Serial co-expression analysis of host factors from SARS-CoV viruses highly converges with former high-throughput screenings and proposes key regulators

BRIEFINGS IN BIOINFORMATICS

IF7.7

2021-01-18

OAAI

Perez-Pulido, Antonio J.; Asencio-Cortes, Gualberto; Brokate-Llanos, Ana M.; Brea-Calvo, Gloria; Rodriguez-Grinolo, Rosario; Garzon, Andres; Munoz, Manuel J.

A Novel Ensemble Method for Electric Vehicle Power Consumption Forecasting: Application to the Spanish System

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Gomez-Quiles, Catalina; Asencio-Cortes, Gualberto; Gastalver-Rubio, Adolfo; Martinez-Alvarez, Francisco; Troncoso, Alicia; Manresa, Joan; Riquelme, Jose C.; Riquelme-Santos, Jesus M.

Earthquake prediction in California using regression algorithms and cloud-based big data infrastructure

COMPUTERS & GEOSCIENCES

IF4.4

2018-06-01

PREAI

Asencio-Cortes, G.; Morales-Esteban, A.; Shang, X.; Martinez-Alvarez, F.

A novel tree-based algorithm to discover seismic patterns in earthquake catalogs

COMPUTERS & GEOSCIENCES

IF4.4

2018-06-01

OAAI

Florido, E.; Asencio Cortes, G.; Aznarte, J. L.; Rubio-Escudero, C.; Martinez-Alvarez, F.