Raquel Martínez-España

45 papers B 11Misc 2Journal 27Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fuzzy logic-driven confidence aggregation for multimodal sentiment classification.
Multim. Tools Appl.
Sara Balderas-Díaz, Gabriel Guerrero-Contreras, Andrés Bueno-Crespo, Raquel Martínez-España
2025 J jnl
A multi-DL fuzzy approach to image recognition for a real-time traffic alert system.
J. Ambient Intell. Smart Environ.
Andrés Muñoz, Raquel Martínez-España, Gabriel Guerrero-Contreras, Sara Balderas-Díaz, Francisco Arcas-Túnez, Andrés Bueno-Crespo
2025 J jnl
Enhancing shallow water quality monitoring efficiency with deep learning and remote sensing: A case study in Mar Menor.
J. Ambient Intell. Smart Environ.
José G. Giménez, Martín González, Raquel Martínez-España, José M. Cecilia, José-Juan López-Espín
2025 J jnl
Segmentation Techniques Applied to CNNs for Cervical Cancer Classification.
IEEE Access
Ana Ortiz-González, Raquel Martínez-España, Juan Morales-García, Baldomero Imbernón, José Martínez-Más, Mauricio A. Álvarez, Oscar David Romero, Juan-Pedro Martínez-Cendán, Andrés Bueno-Crespo
2024 — conf
Diagnosis of Cervical Cancer Using a Deep Learning Explainable Fusion Model.
IWINAC (2)
Andrés Bueno-Crespo, Raquel Martínez-España, Juan Morales-García, Ana Ortiz-González, Baldomero Imbernón, José Martínez-Más, Daniel Rosique-Egea, Mauricio A. Álvarez
2024 J jnl
Methodology for Measuring Individual Affective Polarization Using Sentiment Analysis in Social Networks.
IEEE Access
Raquel Martínez-España, Julio Fernández-Pedauye, José Giner-Pérez de Lucía, Jose Miguel Rojo-Martínez, Kaoutar Bakdid-Albane, Juan José García-Escribano
2023 J jnl
A Methodology Based on Machine Learning and Soft Computing to Design More Sustainable Agriculture Systems.
Sensors
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez-España
2023 Misc conf
A real-time traffic alert system based on image recognition: A case of study in Spain.
IE
Andrés Muñoz, Raquel Martínez-España, Gabriel Guerrero-Contreras, Sara Balderas-Díaz, Andrés Bueno-Crespo
2023 J jnl
Data-driven evaluation of machine learning models for climate control in operational smart greenhouses.
J. Ambient Intell. Smart Environ.
Juan Morales-García, Andrés Bueno-Crespo, Raquel Martínez-España, José M. Cecilia
2023 Misc conf
Estimation of Chl-a in highly anthropized environments using machine learning and remote sensing.
IE
José G. Giménez, Raquel Martínez-España, Juan-Carlos Cano, José M. Cecilia
2023 J jnl
Evaluation of low-power devices for smart greenhouse development.
J. Supercomput.
Juan Morales-García, Andrés Bueno-Crespo, Raquel Martínez-España, Juan-Luis Posadas, Pietro Manzoni, José M. Cecilia
2023 J jnl
Evaluation of synthetic data generation for intelligent climate control in greenhouses.
Appl. Intell.
Juan Morales-García, Andrés Bueno-Crespo, Fernando Terroso-Sáenz, Francisco Arcas-Túnez, Raquel Martínez-España, José M. Cecilia
2023 B conf
Preface to the Proceedings of the 3rd International Workshop on Artificial Intelligence and Machine Learning for Emerging Topics (ALLEGET'23).
Intelligent Environments (Workshops)
Fernando Terroso-Saenz, Andrés Bueno-Crespo, Andrés Muñoz, Raquel Martínez-España
2023 J jnl
SEPARATE: A tightly coupled, seamless IoT infrastructure for deploying AI algorithms in smart agriculture environments.
Internet Things
Juan Morales-García, Andrés Bueno-Crespo, Raquel Martínez-España, Francisco J. García, Sergio Ros, Julio Fernández-Pedauye, José M. Cecilia
2022 B conf
Preface to the Proceedings of ALLEGET'22.
Intelligent Environments (Workshops)
Andrés Muñoz, Raquel Martínez-España, Fernando Terroso-Saenz, Andrés Bueno-Crespo
2021 — conf
A Methodology for More Sustainable Agriculture Through Early Crop Frost Forecasting.
IFSA/EUSFLAT/AGOP
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez-España
2021 J jnl
A high-performance IoT solution to reduce frost damages in stone fruits.
Concurr. Comput. Pract. Exp.
Miguel A. Guillén-Navarro, Raquel Martínez-España, Belén López, José M. Cecilia
2021 J jnl
Performance evaluation of edge-computing platforms for the prediction of low temperatures in agriculture using deep learning.
J. Supercomput.
Miguel Ángel Guillén, Antonio Llanes, Baldomero Imbernón, Raquel Martínez-España, Andrés Bueno-Crespo, Juan-Carlos Cano, José M. Cecilia
2021 B conf
Preface to the Proceedings of 1st International Workshop on Artificial Intelligence and Machine Learning for Emerging Topics (ALLEGET'21).
Intelligent Environments (Workshops)
Raquel Martínez-España, Andrés Bueno-Crespo, Fernando Terroso-Saenz, Andrés Muñoz
2020 J jnl
A Decision Support System for Water Optimization in Anti-Frost Techniques by Sprinklers.
Sensors
Miguel A. Guillén-Navarro, Raquel Martínez-España, Andrés Bueno-Crespo, Juan Morales-García, Belén Ayuso, José M. Cecilia
2020 J jnl
A Fine-Grained Model to Assess Learner-Content and Methodology Satisfaction in Distance Education.
Int. J. Interact. Multim. Artif. Intell.
Magdalena Cantabella, Raquel Martínez-España, Belén López, Andrés Muñoz
2020 J jnl
A deep learning model to predict lower temperatures in agriculture.
J. Ambient Intell. Smart Environ.
Miguel A. Guillén-Navarro, Raquel Martínez-España, Antonio Llanes, Andrés Bueno-Crespo, José M. Cecilia
2020 J jnl
Classifying Papanicolaou cervical smears through a cell merger approach by deep learning technique.
Expert Syst. Appl.
José Martínez-Más, Andrés Bueno-Crespo, Raquel Martínez-España, Manuel Remezal-Solano, Ana Ortiz-González, Sebastián Ortiz-Reina, Juan-Pedro Martínez-Cendán
2020 J jnl
Development of an application to make knowledge available to the farmer: Detection of the most suitable crops for a more sustainable agriculture.
J. Ambient Intell. Smart Environ.
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez-España
2020 J jnl
Making decisions for frost prediction in agricultural crops in a soft computing framework.
Comput. Electron. Agric.
José Manuel Cadenas, María del Carmen Garrido, Raquel Martínez-España, Miguel A. Guillén-Navarro
2020 J jnl
Sound Levels Forecasting in an Acoustic Sensor Network Using a Deep Neural Network.
Sensors
Juan M. Navarro, Raquel Martínez-España, Andrés Bueno-Crespo, Ramón Martínez, José M. Cecilia
2019 B conf
An LSTM Deep Learning Scheme for Prediction of Low Temperatures in Agriculture.
Intelligent Environments (Workshops)
M. Ángel Guillén-Navarro, Raquel Martínez-España, Andrés Bueno-Crespo, Belén Ayuso, Jose Luis Moreno, José M. Cecilia
2019 J jnl
Analysis of student behavior in learning management systems through a Big Data framework.
Future Gener. Comput. Syst.
Magdalena Cantabella, Raquel Martínez-España, Belén Ayuso, Juan Antonio Yáñez, Andrés Muñoz
2019 — ch.
Minimum Temperature Prediction Models in Plots to Forecast Frost in Crops.
Agriculture and Environment Perspectives in Intelligent Systems
M. Ángel Guillén-Navarro, José Manuel Cadenas, M. Carmen Garrido, Belén Ayuso, Raquel Martínez-España
2019 — ch.
Prediction of Uptake of Carbamazepine and Diclofenac in Reclaimed Water-Irrigated Lettuces by Machine Learning Techniques.
Agriculture and Environment Perspectives in Intelligent Systems
Raquel Martínez-España, Andrés Bueno-Crespo, Mariano González García, Carmen Fernández-López
2019 J jnl
Use of Computing Devices as Sensors to Measure Their Impact on Primary and Secondary Students' Performance.
Sensors
Francisco Luis Fernández-Soriano, Belén López, Raquel Martínez-España, Andrés Muñoz, Magdalena Cantabella
2018 B conf
A Preliminary Study to Solve Crop Frost Prediction Using an Intelligent Data Analysis Process.
Intelligent Environments (Workshops)
M. Ángel Guillén-Navarro, José Manuel Cadenas, M. Carmen Garrido, Belén Ayuso, Raquel Martínez-España
2018 J jnl
A k-nearest neighbors based approach applied to more realistic activity recognition datasets.
J. Ambient Intell. Smart Environ.
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez-España, Andrés Muñoz
2018 J jnl
Air-Pollution Prediction in Smart Cities through Machine Learning Methods: A Case of Study in Murcia, Spain.
J. Univers. Comput. Sci.
Raquel Martínez-España, Andrés Bueno-Crespo, Isabel Maria Timon-Perez, Jesús A. Soto, Andrés Muñoz, José M. Cecilia
2018 J jnl
An unsupervised technique to discretize numerical values by fuzzy partitions.
J. Ambient Intell. Smart Environ.
Andrés Bueno-Crespo, Raquel Martínez-España, Isabel Maria Timon-Perez, Jesús A. Soto
2018 B conf
Analysis of Lecturers' Behavior Through the Use of Learning Management Systems: A Case Study in Computer Engineering.
Intelligent Environments (Workshops)
Magdalena Cantabella, Raquel Martínez-España, Belén Ayuso, Juan Antonio Yáñez, Andrés Muñoz
2018 — conf
Deep Learning Approach for Classifying Papanicolau Cervical Smears.
ICPP Workshops
José Martínez-Más, Andrés Bueno-Crespo, Baldomero Imbernón, José M. Cecilia, Raquel Martínez-España, Manuel Remezal-Solano, Alberto Sánchez-Espinosa, Sebastián Ortiz-Reina, Juan-Pedro Martínez-Cendán
2018 J jnl
Studying lecturers' behaviour patterns in Learning Management System on different training modalities and knowledge areas.
EAI Endorsed Trans. e Learn.
Magdalena Cantabella, Raquel Martínez-España, Belén López, Juan Antonio Yáñez, Andrés Muñoz
2017 B conf
A More Realistic K-Nearest Neighbors Method and Its Possible Applications to Everyday Problems.
Intelligent Environments
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez-España, Andrés Muñoz
2017 J jnl
Bioinspired Architecture Selection for Multitask Learning.
Frontiers Neuroinformatics
Andrés Bueno-Crespo, Rosa-María Menchón-Lara, Raquel Martínez-España, José-Luis Sancho-Gómez
2017 B conf
Discretizing Numerical Values by a Fuzzy Clustering Technique.
Intelligent Environments
Andrés Bueno-Crespo, Raquel Martínez-España, Isabel Maria Timon-Perez, Jesús A. Soto
2017 J jnl
Evolutionary strategies as applied to shear strain effects in reinforced concrete beams.
Appl. Soft Comput.
Raquel Martínez-España, Alejandro Mateo Hernández-Díaz, José M. Cecilia, Manuel D. García-Román
2017 B conf
Influence of Multivariate Modeling in the Prediction of Soil Carbon by a Portable Infrared Sensor.
Intelligent Environments (Workshops)
Raquel Martínez-España, Andrés Bueno-Crespo, Jesús A. Soto, Leslie J. Janik, José Martín Soriano-Disla
2017 B conf
IoT-based System to Forecast Crop Frost.
Intelligent Environments
M. Ángel Guillén-Navarro, Fernando Pereñíguez-Garcia, Raquel Martínez-España
2017 B conf
Searching for Behavior Patterns of Students in Different Training Modalities through Learning Management Systems.
Intelligent Environments
Magdalena Cantabella, Elisabeth Dominguez de la Fuente, Raquel Martínez-España, Belén Ayuso, Andrés Muñoz