J. F. Torres - Publications, H-index & Citations

J. F. Torres

University of Murcia

15H指数

42论文数

1.9K被引数

收录论文 10

发表时间

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

IF0

2025-06-01

OAAI

A. Gil-Gamboa; J.F. Torres; F. Martínez-Álvarez; A. Troncoso

Forecasting basal area increment in forest ecosystems using deep learning: A multi-species analysis in the Himalayas

ECOLOGICAL INFORMATICS

IF7.3

2025-03-01

OAAI

Casas-Gomez, P.; Torres, J. F.; Linares, J. C.; Troncoso, A.; Martinez-alvarez, F.

Application of XAI to the prediction of CTCF binding sites

RESULTS IN ENGINEERING

IF7.9

2025-03-01

OAAI

Vanhaeren, Thomas; Troncoso-Garcia, Angela del Robledo; Maldonado, Jose Francisco Torres; Divinaa, Federico; Martinez-Garcia, Pedro Manuel

Water consumption time series forecasting in urban centers using deep neural networks 基于深度神经网络的城市中心用水量时间序列预测

APPLIED WATER SCIENCE

IF5.7

2024-01-12

OAAI

Garcia-Soto, C. G.; Torres, J. F.; Zamora-Izquierdo, M. A.; Palma, J.; Troncoso, A.

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

IF7.5

2023-10-01

PREAI

Hadjout, Dalil; Sebaa, Abderrazak; Torres, Jose F.; Martinez-Alvarez, Francisco

A methodology for understanding passenger flows combining mobile phone records and airport surveys: Application to Madrid-Barajas Airport after the COVID-19 outbreak

JOURNAL OF AIR TRANSPORT MANAGEMENT

IF3.6

2022-05-01

PREAI

Burrieza-Galan, J.; Jorda, R.; Gregg, A.; Ruiz, P.; Rodriguez, R.; Sala, M. J.; Torres, J.; Garcia-Albertos, P.; Ros, O. G. Cantu; Herranz, R.

Electricity consumption forecasting based on ensemble deep learning with application to the Algerian market

ENERGY

IF9.4

2022-03-01

OAAI

Hadjout, D.; Torres, J. F.; Troncoso, A.; Sebaa, A.; Martinez- Alvarez, F.

Deformation forecasting of a hydropower dam by hybridizing a long short-term memory deep learning network with the coronavirus optimization algorithm

COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

IF9.1

2022-01-12

OAAI

Bui, Kien-Trinh T.; Torres, Jose F.; Gutierrez-Aviles, David; Nhu, Viet-Ha; Bui, Dieu Tien; Martinez-Alvarez, Francisco

Big data solar power forecasting based on deep learning and multiple data sources 基于深度学习和多数据源的大数据太阳能功率预测

EXPERT SYSTEMS

IF2.3

2019-03-28

PREAI

Torres, Jose F.; Troncoso, Alicia; Koprinska, Irena; Wang, Zheng; Martinez-Alvarez, Francisco

A scalable approach based on deep learning for big data time series forecasting 一种基于深度学习的可扩展大数据时间序列预测方法

INTEGRATED COMPUTER-AIDED ENGINEERING

IF5.3

2018-09-05

PREAI

Torres, J. F.; Galicia, A.; Troncoso, A.; Martinez-Alvarez, F.

研究方向