Juan M. Haut - Publications, H-index & Citations

Juan M. Haut

University of Extremadura

35H指数

126论文数

6.3K被引数

收录论文 57

发表时间

Scaling and Validating a Distributed Training and Retraining Pipeline for Network Intrusion Detection 扩展和验证用于网络入侵检测的分布式训练与再训练流水线

Electronics

IF2.6

2026-09-10

OAAI

José M. Franco-Valiente; Jesús Calle-Cancho; Asier Serrano-Martín; Juan M. Haut

AI-driven meta-model for cybersecurity in next-generation networks using multilayer extreme learning machine 基于多层极限学习机的下一代网络安全元模型

Array

IF4.5

2026-02-14

OAAI

Jesús Calle-Cancho; Jesús Galeano-Brajones; David Cortés-Polo; Mercedes E. Paoletti; Juan M. Haut

Transformer-Based Network for Enhanced Wireless Service Differentiation in 6G 基于Transformer的网络，用于增强6G无线服务区分

Expert Systems with Applications

IF7.5

2025-11-14

OAAI

David Cortés-Polo; Jesús Calle-Cancho; Mercedes E. Paoletti; Juan M. Haut

Cerebral ischemia detection using deep learning techniques 基于深度学习技术的大脑缺血检测

HEALTH INFORMATION SCIENCE AND SYSTEMS

IF3.4

2025-05-20

OAAI

Rafael Pastor-Vargas; Cristina Antón-Munárriz; Juan M. Haut; Antonio Robles-Gómez; Mercedes E. Paoletti; José Alberto Benítez-Andrades

PIDLF+: A Novel Adaptive PIDLF for Forestry Height Mapping Based on Single-Baseline PolInSAR Data PIDLF+: 基于单基线PolInSAR数据的林业高度制图的一种新型自适应PIDLF

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

IF5.3

2025-01-01

OAAI

Dandan Li; Hailiang Lu; Mercedes E. Paoletti; Juan M. Haut; Juntao Gu; Chao Li; Weipeng Jing

KACNet: Kolmogorov-Arnold Convolution Network for Hyperspectral Anomaly Detection KACNet: 用于高光谱异常检测的kolmogorov-arnold卷积网络

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2025-01-01

PREAI

Wu, Zhaoyue; Lu, Hailiang; Paoletti, Mercedes E.; Su, Hongjun; Jing, Weipeng; Haut, Juan M.

REDU-Net: Robust and Efficient Dynamic Unfolding Network for Abundance Estimation

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2025-01-01

PREAI

Ge, Youran; Han, Lirong; Paoletti, Mercedes E.; Haut, Juan M.; Qu, Gangrong; Plaza, Antonio

DenseMixerMamba: Residual Mixing for Spectral–Spatial Hyperspectral Image Classification DenseMixerMamba：基于残差混合的高光谱图像光谱-空间分类

IEEE Transactions on Geoscience and Remote Sensing

IF8.6

2025-01-01

PREAI

Mercedes E. Paoletti; Zhaoyue Wu; Pan Zheng; Danfeng Hong; Juan M. Haut

Distributed Parallel Hyperspectral Unmixing for Large-Scale Data in Spark Environments via Geometric Distance Spark环境下基于几何距离的大规模数据分布式并行高光谱解混

IEEE Transactions on Geoscience and Remote Sensing

IF8.6

2025-01-01

PREAI

Carlos Cañada; Mercedes E. Paoletti; María B. García-Flores; Xuanwen Tao; Rafael Pastor-Vargas; Juan M. Haut

Federated learning meets remote sensing

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-12-01

OAAI

Moreno-Alvarez, Sergio; Paoletti, Mercedes E.; Sanchez-Fernandez, Andres J.; Rico-Gallego, Juan A.; Han, Lirong; Haut, Juan M.

Enhancing Distributed Neural Network Training Through Node-Based Communications

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-12-01

OAAI

Moreno-Alvarez, Sergio; Paoletti, Mercedes E.; Cavallaro, Gabriele; Haut, Juan M.

Cross Hyperspectral and LiDAR Attention Transformer: An Extended Self-Attention for Land Use and Land Cover Classification 交叉高光谱与激光雷达注意力变换器: 土地利用和土地覆盖分类的扩展自我注意力

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Roy, Swalpa Kumar; Sukul, Atri; Jamali, Ali; Haut, Juan M.; Ghamisi, Pedram

Hashing for Retrieving Long-Tailed Distributed Remote Sensing Images

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Han, Lirong; Paoletti, Mercedes E.; Moreno-Alvarez, Sergio; Haut, Juan M.; Pastor-Vargas, Rafael; Plaza, Antonio

Transformer-Enhanced CNN Based on Intensive Feature for Hyperspectral Unmixing

ieee geoscience and remote sensing magazine

IF4.4

2024-01-01

PREAI

Ge, Youran; Han, Lirong; Paoletti, Mercedes E.; Haut, Juan M.; Qu, Gangrong

SMCNet: Sparse-Inspired Masked Convolutional Network for Hyperspectral Anomaly Detection

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Wu, Zhaoyue; Paoletti, Mercedes E.; Su, Hongjun; Zheng, Pan; Zhang, Zhong; Haut, Juan M.; Plaza, Antonio

Hash-Based Remote Sensing Image Retrieval 基于哈希的遥感图像检索

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Han, Lirong; Paoletti, Mercedes E.; Tao, Xuanwen; Wu, Zhaoyue; Haut, Juan M.; Li, Peng; Pastor-Vargas, R.; Plaza, Antonio

An Abundance-Guided Attention Network for Hyperspectral Unmixing

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Tao, Xuanwen; Paoletti, Mercedes E.; Wu, Zhaoyue; Haut, Juan M.; Ren, Peng; Plaza, Antonio

QCircularStats: A QGIS-Plugin for Evaluation Bidimensional Data by Circular Statistics

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Cuartero, Aurora; Paoletti, Mercedes E.; Garcia-Rodriguez, Pablo; Haut, Juan M.

Novel Spectral Loss Function for Unsupervised Hyperspectral Image Segmentation 用于无监督高光谱图像分割的新型光谱损失函数

ieee geoscience and remote sensing magazine

IF4.4

2023-01-01

PREAI

Perez-Garcia, Ambar; Paoletti, Mercedes E.; Haut, Juan M.; Lopez, Jose F.

Parameter-Free Attention Network for Spectral-Spatial Hyperspectral Image Classification 用于光谱-空间高光谱图像分类的无参数注意力网络

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2023-01-01

PREAI

Paoletti, Mercedes E.; Tao, Xuanwen; Han, Lirong; Wu, Zhaoyue; Moreno-Alvarez, Sergio; Roy, Swalpa Kumar; Plaza, Antonio; Haut, Juan M.

研究方向