Belén Carro

4.6k total citations · 2 hit papers
82 papers, 3.2k citations indexed

About

Belén Carro is a scholar working on Computer Networks and Communications, Artificial Intelligence and Electrical and Electronic Engineering. According to data from OpenAlex, Belén Carro has authored 82 papers receiving a total of 3.2k indexed citations (citations by other indexed papers that have themselves been cited), including 35 papers in Computer Networks and Communications, 24 papers in Artificial Intelligence and 23 papers in Electrical and Electronic Engineering. Recurrent topics in Belén Carro's work include Network Security and Intrusion Detection (14 papers), Energy Load and Power Forecasting (11 papers) and Internet Traffic Analysis and Secure E-voting (9 papers). Belén Carro is often cited by papers focused on Network Security and Intrusion Detection (14 papers), Energy Load and Power Forecasting (11 papers) and Internet Traffic Analysis and Secure E-voting (9 papers). Belén Carro collaborates with scholars based in Spain, United States and United Kingdom. Belén Carro's co-authors include Antonio Sánchez-Esguevillas, Manuel López‐Martín, Jaime Lloret, Luís Hernández-Callejo, Carlos Baladrón, Javier M. Aguiar, Joaquim Massana, Juan Ignacio Arribas, Lorena Calavia and Diane J. Cook and has published in prestigious journals such as Proceedings of the IEEE, IEEE Communications Surveys & Tutorials and Expert Systems with Applications.

In The Last Decade

Belén Carro

79 papers receiving 3.1k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Network Traffic Classifier With Convolutional and Recurrent Neural Networks for Internet of Things

2017 504 citations Manuel López‐Martín, Belén Carro et al. IEEE Access profile →
A Survey on Electric Power Demand Forecasting: Future Trends in Smart Grids, Microgrids and Smart Buildings

2014 381 citations Luís Hernández-Callejo, Carlos Baladrón et al. profile →

Peers

Countries citing papers authored by Belén Carro

Since Specialization

Citations

This map shows the geographic impact of Belén Carro's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Belén Carro with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Belén Carro more than expected).

Fields of papers citing papers by Belén Carro

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Belén Carro. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Belén Carro. The network helps show where Belén Carro may publish in the future.

Co-authorship network of co-authors of Belén Carro

This figure shows the co-authorship network connecting the top 25 collaborators of Belén Carro. A scholar is included among the top collaborators of Belén Carro based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Belén Carro. Belén Carro is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Graph Neural Network contextual embedding for Deep Learning on tabular data 2024 ·Neural Networks ·(unknown), (unknown), Belén Carro, (unknown)	9
2	Oribatid mites in different Mediterranean crop rotations fertilized with animal droppings 2023 ·Experimental and Applied Acarology ·Àngela D. Bosch‐Serra, (unknown), (unknown), (unknown), Belén Carro, (unknown), (unknown), Francesc Domingo‐Olivé	3
3	Contrastive Learning Over Random Fourier Features for IoT Network Intrusion Detection 2022 ·IEEE Internet of Things Journal ·Manuel López‐Martín, Antonio Sánchez-Esguevillas, Juan Ignacio Arribas, Belén Carro	10
4	Novel Data-Driven Models Applied to Short-Term Electric Load Forecasting 2021 ·Applied Sciences ·Manuel López‐Martín, Antonio Sánchez-Esguevillas, Luís Hernández-Callejo, Juan Ignacio Arribas, Belén Carro	20
5	Network intrusion detection with a novel hierarchy of distances between embeddings of hash IP addresses 2021 ·Knowledge-Based Systems ·Manuel López‐Martín, Belén Carro, Juan Ignacio Arribas, Antonio Sánchez-Esguevillas	23
6	Additive Ensemble Neural Network with Constrained Weighted Quantile Loss for Probabilistic Electric-Load Forecasting 2021 ·Sensors ·Manuel López‐Martín, Antonio Sánchez-Esguevillas, Luís Hernández-Callejo, Juan Ignacio Arribas, Belén Carro	15
7	Network Intrusion Detection Based on Extended RBF Neural Network With Offline Reinforcement Learning 2021 ·IEEE Access ·Manuel López‐Martín, Antonio Sánchez-Esguevillas, Juan Ignacio Arribas, Belén Carro	48
8	A predictive hybrid reduced order model based on proper orthogonal decomposition combined with deep learning architectures 2021 ·Expert Systems with Applications ·(unknown), Manuel López‐Martín, Belén Carro, Juan Ignacio Arribas, Jose Perez, Soledad Le Clainche	47
9	Adversarial environment reinforcement learning algorithm for intrusion detection 2019 ·Computer Networks ·(unknown), Manuel López‐Martín, Belén Carro	148
10	Shallow neural network with kernel approximation for prediction problems in highly demanding data networks 2019 ·Expert Systems with Applications ·Manuel López‐Martín, Belén Carro, Antonio Sánchez-Esguevillas, Jaime Lloret	60
11	Application of deep reinforcement learning to intrusion detection for supervised problems 2019 ·Expert Systems with Applications ·Manuel López‐Martín, Belén Carro, Antonio Sánchez-Esguevillas	222
12	Variational data generative model for intrusion detection 2018 ·Knowledge and Information Systems ·Manuel López‐Martín, Belén Carro, Antonio Sánchez-Esguevillas	33
13	Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT 2017 ·Sensors ·Manuel López‐Martín, Belén Carro, Antonio Sánchez-Esguevillas, Jaime Lloret	196
14	Review of Methods to Predict Connectivity of IoT Wireless Devices. 2017 ·(unknown), Antonio Sánchez-Esguevillas, Belén Carro	10
15	Digital services in the 21st century: a strategic and business perspective 2017 ·CERN Document Server (European Organization for Nuclear Research) ·Antoni Sánchez, Belén Carro	4
16	Long-term follow-up of anterior cervical discectomy and fusion with bioabsorbable plates and screws 2015 ·Clinical Neurology and Neurosurgery ·(unknown), A. Maza, Juan B. Calatayud, (unknown), (unknown), M.J. Gimeno, Belén Carro	9
17	Temperature and Relative Humidity Estimation and Prediction in the Tobacco Drying Process Using Artificial Neural Networks 2012 ·Sensors ·Víctor Martínez-Martínez, Carlos Baladrón, J. Gil, (unknown), Luis Manuel Navas-Gracia, Javier M. Aguiar, Belén Carro	35
18	INTERACTIVE LEARNING APPLICATION FOR MOBILE DEVICES 2012 ·Carlos Baladrón, Javier M. Aguiar, Lorena Calavia, Belén Carro, Álvaro Sánchez Miralles	0
19	INTRODUCING THE USER TO THE SERVICE CREATION WORLD: CONCEPTS FOR USER CENTRIC SERVICE CREATION, PERSONALIZATION AND NOTIFICATION 2007 ·UEL Research Repository (University of East London) ·(unknown), (unknown), Paulo A. P. Justino, (unknown), (unknown), (unknown), Paolo Falcarin, (unknown), (unknown), (unknown), Carlos Baladrón, Javier M. Aguiar, Belén Carro	1
20	Distance Education and Long-Life Learning. 1998 ·(unknown), María Pérez, (unknown), (unknown), Belén Carro, (unknown), (unknown), (unknown), (unknown), (unknown)	2

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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