Raquel Martínez-España

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 38

Top Topics

Nearest Neighbor

Reinforced Concrete

Management System

Top Venues

Intelligent Environments (Workshops)

J. Ambient Intell. Smart Environ.

Intelligent Environments

Publications

Raquel Martínez-España, Julio Fernández-Pedauye, José Giner-Pérez de Lucía, Jose Miguel Rojo-Martínez, Kaoutar Bakdid-Albane, Juan José García-Escribano
Methodology for Measuring Individual Affective Polarization Using Sentiment Analysis in Social Networks. IEEE Access 12 (2024)
Andrés Bueno-Crespo, Raquel Martínez-España, Juan Morales-García, Ana Ortiz-González, Baldomero Imbernón, José Martínez-Más, Daniel Rosique-Egea, Mauricio A. Álvarez
Diagnosis of Cervical Cancer Using a Deep Learning Explainable Fusion Model. IWINAC (2) (2024)
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez-España
A Methodology Based on Machine Learning and Soft Computing to Design More Sustainable Agriculture Systems. Sensors 23 (6) (2023)
José G. Giménez, Raquel Martínez-España, Juan-Carlos Cano, José M. Cecilia
Estimation of Chl-a in highly anthropized environments using machine learning and remote sensing. IE (2023)
Juan Morales-García, Andrés Bueno-Crespo, Fernando Terroso-Sáenz, Francisco Arcas-Túnez, Raquel Martínez-España, José M. Cecilia
Evaluation of synthetic data generation for intelligent climate control in greenhouses. Appl. Intell. 53 (21) (2023)
Fernando Terroso-Saenz, Andrés Bueno-Crespo, Andrés Muñoz, Raquel Martínez-España
Preface to the Proceedings of the 3rd International Workshop on Artificial Intelligence and Machine Learning for Emerging Topics (ALLEGET'23). Intelligent Environments (Workshops) (2023)
Juan Morales-García, Andrés Bueno-Crespo, Raquel Martínez-España, Francisco J. García, Sergio Ros, Julio Fernández-Pedauye, José M. Cecilia
SEPARATE: A tightly coupled, seamless IoT infrastructure for deploying AI algorithms in smart agriculture environments. Internet Things 22 (2023)
Juan Morales-García, Andrés Bueno-Crespo, Raquel Martínez-España, José M. Cecilia
Data-driven evaluation of machine learning models for climate control in operational smart greenhouses. J. Ambient Intell. Smart Environ. 15 (1) (2023)
Andrés Muñoz, Raquel Martínez-España, Gabriel Guerrero-Contreras, Sara Balderas-Díaz, Andrés Bueno-Crespo
A real-time traffic alert system based on image recognition: A case of study in Spain. IE (2023)
Juan Morales-García, Andrés Bueno-Crespo, Raquel Martínez-España, Juan-Luis Posadas, Pietro Manzoni, José M. Cecilia
Evaluation of low-power devices for smart greenhouse development. J. Supercomput. 79 (9) (2023)
Andrés Muñoz, Raquel Martínez-España, Fernando Terroso-Saenz, Andrés Bueno-Crespo
Preface to the Proceedings of ALLEGET'22. Intelligent Environments (Workshops) (2022)
Raquel Martínez-España, Andrés Bueno-Crespo, Fernando Terroso-Saenz, Andrés Muñoz
Preface to the Proceedings of 1st International Workshop on Artificial Intelligence and Machine Learning for Emerging Topics (ALLEGET'21). Intelligent Environments (Workshops) (2021)
Miguel A. Guillén-Navarro, Raquel Martínez-España, Belén López, José M. Cecilia
A high-performance IoT solution to reduce frost damages in stone fruits. Concurr. Comput. Pract. Exp. 33 (2) (2021)
Miguel Ángel Guillén, Antonio Llanes, Baldomero Imbernón, Raquel Martínez-España, Andrés Bueno-Crespo, Juan-Carlos Cano, José M. Cecilia
Performance evaluation of edge-computing platforms for the prediction of low temperatures in agriculture using deep learning. J. Supercomput. 77 (1) (2021)
José Martínez-Más, Andrés Bueno-Crespo, Raquel Martínez-España, Manuel Remezal-Solano, Ana Ortiz-González, Sebastián Ortiz-Reina, Juan-Pedro Martínez-Cendán
Classifying Papanicolaou cervical smears through a cell merger approach by deep learning technique. Expert Syst. Appl. 160 (2020)
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez-España
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. 12 (5) (2020)
José Manuel Cadenas, María del Carmen Garrido, Raquel Martínez-España, Miguel A. Guillén-Navarro
Making decisions for frost prediction in agricultural crops in a soft computing framework. Comput. Electron. Agric. 175 (2020)
Magdalena Cantabella, Raquel Martínez-España, Belén López, Andrés Muñoz
A Fine-Grained Model to Assess Learner-Content and Methodology Satisfaction in Distance Education. Int. J. Interact. Multim. Artif. Intell. 6 (4) (2020)
Miguel A. Guillén-Navarro, Raquel Martínez-España, Antonio Llanes, Andrés Bueno-Crespo, José M. Cecilia
A deep learning model to predict lower temperatures in agriculture. J. Ambient Intell. Smart Environ. 12 (1) (2020)
Juan M. Navarro, Raquel Martínez-España, Andrés Bueno-Crespo, Ramón Martínez, José M. Cecilia
Sound Levels Forecasting in an Acoustic Sensor Network Using a Deep Neural Network. Sensors 20 (3) (2020)
Miguel A. Guillén-Navarro, Raquel Martínez-España, Andrés Bueno-Crespo, Juan Morales-García, Belén Ayuso, José M. Cecilia
A Decision Support System for Water Optimization in Anti-Frost Techniques by Sprinklers. Sensors 20 (24) (2020)
M. Ángel Guillén-Navarro, Raquel Martínez-España, Andrés Bueno-Crespo, Belén Ayuso, Jose Luis Moreno, José M. Cecilia
An LSTM Deep Learning Scheme for Prediction of Low Temperatures in Agriculture. Intelligent Environments (Workshops) (2019)
Francisco Luis Fernández-Soriano, Belén López, Raquel Martínez-España, Andrés Muñoz, Magdalena Cantabella
Use of Computing Devices as Sensors to Measure Their Impact on Primary and Secondary Students' Performance. Sensors 19 (14) (2019)
Magdalena Cantabella, Raquel Martínez-España, Belén Ayuso, Juan Antonio Yáñez, Andrés Muñoz
Analysis of student behavior in learning management systems through a Big Data framework. Future Gener. Comput. Syst. 90 (2019)
Andrés Bueno-Crespo, Raquel Martínez-España, Isabel Maria Timon-Perez, Jesús A. Soto
An unsupervised technique to discretize numerical values by fuzzy partitions. J. Ambient Intell. Smart Environ. 10 (3) (2018)
M. Ángel Guillén-Navarro, José Manuel Cadenas, M. Carmen Garrido, Belén Ayuso, Raquel Martínez-España
A Preliminary Study to Solve Crop Frost Prediction Using an Intelligent Data Analysis Process. Intelligent Environments (Workshops) (2018)
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez-España, Andrés Muñoz
A k-nearest neighbors based approach applied to more realistic activity recognition datasets. J. Ambient Intell. Smart Environ. 10 (3) (2018)
Magdalena Cantabella, Raquel Martínez-España, Belén Ayuso, Juan Antonio Yáñez, Andrés Muñoz
Analysis of Lecturers' Behavior Through the Use of Learning Management Systems: A Case Study in Computer Engineering. Intelligent Environments (Workshops) (2018)
Magdalena Cantabella, Raquel Martínez-España, Belén López, Juan Antonio Yáñez, Andrés Muñoz
Studying lecturers' behaviour patterns in Learning Management System on different training modalities and knowledge areas. EAI Endorsed Trans. e Learn. 5 (18) (2018)
Raquel Martínez-España, Andrés Bueno-Crespo, Isabel Maria Timon-Perez, Jesús A. Soto, Andrés Muñoz, José M. Cecilia
Air-Pollution Prediction in Smart Cities through Machine Learning Methods: A Case of Study in Murcia, Spain. J. Univers. Comput. Sci. 24 (3) (2018)
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
Deep Learning Approach for Classifying Papanicolau Cervical Smears. ICPP Workshops (2018)
Raquel Martínez-España, Andrés Bueno-Crespo, Jesús A. Soto, Leslie J. Janik, José Martín Soriano-Disla
Influence of Multivariate Modeling in the Prediction of Soil Carbon by a Portable Infrared Sensor. Intelligent Environments (Workshops) (2017)
Andrés Bueno-Crespo, Raquel Martínez-España, Isabel Maria Timon-Perez, Jesús A. Soto
Discretizing Numerical Values by a Fuzzy Clustering Technique. Intelligent Environments (2017)
Magdalena Cantabella, Elisabeth Dominguez de la Fuente, Raquel Martínez-España, Belén Ayuso, Andrés Muñoz
Searching for Behavior Patterns of Students in Different Training Modalities through Learning Management Systems. Intelligent Environments (2017)
M. Ángel Guillén-Navarro, Fernando Pereñíguez-Garcia, Raquel Martínez-España
IoT-based System to Forecast Crop Frost. Intelligent Environments (2017)
Raquel Martínez-España, Alejandro Mateo Hernández-Díaz, José M. Cecilia, Manuel D. García-Román
Evolutionary strategies as applied to shear strain effects in reinforced concrete beams. Appl. Soft Comput. 57 (2017)
Andrés Bueno-Crespo, Rosa-María Menchón-Lara, Raquel Martínez-España, José-Luis Sancho-Gómez
Bioinspired Architecture Selection for Multitask Learning. Frontiers Neuroinformatics 11 (2017)
José Manuel Cadenas, M. Carmen Garrido, Raquel Martínez-España, Andrés Muñoz
A More Realistic K-Nearest Neighbors Method and Its Possible Applications to Everyday Problems. Intelligent Environments (2017)