Belén Carro - Publications, H-index & Citations

Belén Carro

Universidad de Valladolid

31H指数

119论文数

4.6K被引数

收录论文 42

发表时间

Graph Neural Network contextual embedding for Deep Learning on tabular data 用于表格数据深度学习的图神经网络上下文嵌入

NEURAL NETWORKS

IF6.3

2024-05-01

OAAI

Villaizan-Vallelado, Mario; Salvatori, Matteo; Carro, Belen; Sanchez-Esguevillas, Antonio Javier

Contrastive Learning Over Random Fourier Features for IoT Network Intrusion Detection

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2023-05-15

PREAI

Lopez-Martin, Manuel; Sanchez-Esguevillas, Antonio; Arribas, Juan Ignacio; Carro, Belen

Supervised contrastive learning over prototype-label embeddings for network intrusion detection

INFORMATION FUSION

IF15.5

2022-03-01

OAAI

Lopez-Martin, Manuel; Sanchez-Esguevillas, Antonio; Arribas, Juan Ignacio; Carro, Belen

A predictive hybrid reduced order model based on proper orthogonal decomposition combined with deep learning architectures

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-01-01

OAAI

Abadia-Heredia, R.; Lopez-Martin, M.; Carro, B.; Arribas, J., I; Perez, J. M.; Le Clainche, S.

Model-free short-term fluid dynamics estimator with a deep 3D-convolu-tional neural network

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-09-01

OAAI

Lopez-Martin, Manuel; Clainche, Soledad Le; Carro, Belen

Network intrusion detection with a novel hierarchy of distances between embeddings of hash IP addresses

KNOWLEDGE-BASED SYSTEMS

IF7.6

2021-05-01

OAAI

Lopez-Martin, Manuel; Carro, Belen; Arribas, Juan Ignacio; Sanchez-Esguevillas, Antonio

Additive Ensemble Neural Network with Constrained Weighted Quantile Loss for Probabilistic Electric-Load Forecasting

SENSORS

IF3.5

2021-04-23

OAAI

Lopez-Martin, Manuel; Sanchez-Esguevillas, Antonio; Hernandez-Callejo, Luis; Arribas, Juan Ignacio; Carro, Belen

Network Intrusion Detection Based on Extended RBF Neural Network With Offline Reinforcement Learning

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Lopez-Martin, Manuel; Sanchez-Esguevillas, Antonio; Ignacio Arribas, Juan; Carro, Belen

Detection of early stages of Alzheimer's disease based on MEG activity with a randomized convolutional neural network

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2020-07-01

OAAI

Lopez-Martin, Manuel; Nevado, Angel; Carro, Belen

IoT type-of-traffic forecasting method based on gradient boosting neural networks

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2020-04-01

OAAI

Lopez-Martin, Manuel; Carro, Belen; Sanchez-Esguevillas, Antonio

Application of deep reinforcement learning to intrusion detection for supervised problems 深度强化学习在监督问题入侵检测中的应用

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-03-01

177

OAAI

Lopez-Martin, Manuel; Carro, Belen; Sanchez-Esguevillas, Antonio

Neural network architecture based on gradient boosting for IoT traffic prediction

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2019-11-01

OAAI

Lopez-Martin, Manuel; Carro, Belen; Sanchez-Esguevillas, Antonio

Shallow neural network with kernel approximation for prediction problems in highly demanding data networks 具有核逼近的浅层神经网络用于高要求数据网络中的预测问题

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2019-06-01

OAAI

Lopez-Martin, Manuel; Carro, Belen; Sanchez-Esguevillas, Antonio; Lloret, Jaime

Exploratory study on Class Imbalance and solutions for Network Traffic Classification

NEUROCOMPUTING

IF6.5

2019-05-01

OAAI

Egea Gomez, Santiago; Hernandez-Callejo, Luis; Carro Martinez, Belen; Sanchez-Esguevillas, Antonio J.

Deep Learning Model for Multimedia Quality of Experience Prediction Based on Network Flow Packets

IEEE COMMUNICATIONS MAGAZINE

IF8.2

2018-09-01

OAAI

Lopez-Martin, Manuel; Carro, Belen; Lloret, Jaime; Egea, Santiago; Sanchez-Esguevillas, Antonio

Intelligent IoT Traffic Classification Using Novel Search Strategy for Fast-Based-Correlation Feature Selection in Industrial Environments

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2018-06-01

OAAI

Egea, Santiago; Rego Manez, Albert; Carro, Belen; Sanchez-Esguevillas, Antonio; Lloret, Jaime

Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT

SENSORS

IF3.5

2017-08-26

176

OAAI

Lopez-Martin, Manuel; Carro, Belen; Sanchez-Esguevillas, Antonio; Lloret, Jaime

Network Traffic Classifier With Convolutional and Recurrent Neural Networks for Internet of Things 基于卷积和递归神经网络的物联网网络流量分类器

IEEE ACCESS

IF3.6

2017-01-01

446

OAAI

Lopez-Martin, Manuel; Carro, Belen; Sanchez-Esguevillas, Antonio; Lloret, Jaime

The role of metaphors in the development of technologies. The case of the artificial intelligence 隐喻在技术发展中的作用。人工智能的案例

FUTURES

IF3.8

2016-11-01

PREAI

Carbonell, Javier; Sanchez-Esguevillas, Antonio; Carro, Belen

Assessing emerging issues. The external and internal approach

FUTURES

IF3.8

2015-10-01

PREAI

Carbonell, Javier; Sanchez-Esguevillas, Antonio; Carro, Belen

研究方向