Articles

The group's publications in journals over the last 5 years are shown below. To consult previous publications, please access the journal publication history.

2024

  • A Gpu-Accelerated Adaptation of the Pso Algorithm for Multi-Objective Optimization Applied to Artificial Neural Networks to Predict Energy Consumption
    • DOI: 10.1016/j.asoc.2024.111711
    • Applied Soft Computing vol. 160 (pags 111711 - )
    • L.G.B. Ruiz / Sánchez Iruela, José Rubén / Criado-Ramón, David / Pegalajar-Jimenez, Maria del Carmen / Capel-Tuñon, Manuel Isidoro
  • An Ai Knowledge Based System for Police Assistance in Crime Investigation
    • DOI: 10.1111/exsy.13524
    • Expert Systems (pags e13524 - )
    • Fernandez-Basso , Carlos / Gutiérrez-Batista, Karel / Gómez-Romero, Juan / Ruiz-Jiménez, María Dolores / Martín-Bautista, María José
  • Fine-Tuning Artificial Neural Networks to Predict Pest Numbers in Grain Crops: a Case Study in Kazakhstan
    • DOI: 10.3390/make6020054
    • Machine Learning and Knowledge Extraction vol. 6 num. 2 (pags 1154 - 1169)
    • Anarbekova, G. / L.G.B. Ruiz / Akanova, A. / Sharipova, S. / Ospanova, N.
  • A Novel Non-Intrusive Load Monitoring Algorithm for Unsupervised Disaggregation of Household Appliances
    • DOI: 10.3390/info15020087
    • Information vol. 15 num. 2 (pags 87 - )
    • Criado-Ramón, David / L.G.B. Ruiz / Sánchez Iruela, José Rubén / Pegalajar-Jimenez, Maria del Carmen
  • Laanil: Anil with Look-Ahead Meta-Optimization and Data-Parallelism
    • DOI: 10.3390/electronics13081585
    • Electronics vol. 13 num. 8 (pags 1585 - )
    • Tammisetti, Vasu / Bierzynski, Kay / Stettinger, Georg / Morales-Santos, Diego Pedro / Pegalajar-Cuéllar, Manuel / Molina-Solana, Miguel
  • Graph-Neural-Network Potential Energy Surface to Speed Up Monte Carlo Simulations of Water Cluster Anions
    • DOI: 10.1016/j.jocs.2024.102383
    • Journal of Computational Science vol. 81 (pags 102383 - )
    • Gijón, Alfonso / Molina-Solana, Miguel / Gómez-Romero, Juan
  • An Experimental Evaluation of Deep Reinforcement Learning Algorithms for Hvac Control
    • DOI: 10.1007/s10462-024-10819-x
    • Artificial Intelligence Review vol. 57 (pags 173 - )
    • Manjavacas, Antonio / Campoy-Nieves, Alejandro / Jiménez-Raboso, Javier / Molina-Solana, Miguel / Gómez-Romero, Juan
  • A Flexible Big Data System for Credibility-Based Filtering of Social Media Information According to Expertise
    • DOI: 10.1007/s44196-024-00483-y
    • International Journal of Computational Intelligence Systems vol. 17 num. 1 (pags 93 - )
    • Diaz, Jose Angel / Gutiérrez-Batista, Karel / Fernandez-Basso , Carlos / Ruiz-Jiménez, María Dolores / Martín-Bautista, María José

2023

  • Application of Classical and Advanced Machine Learning Models to Predict Personality on Social Media
    • DOI: 10.1016/j.eswa.2022.119498
    • Expert Systems with Applications vol. 216 (pags 119498 - )
    • Sánchez-Fernández, P. / L.G.B. Ruiz / Pegalajar-Jimenez, Maria del Carmen
  • Cuda-Bigpsf: An Optimized Version of Bigpsf Accelerated with Graphics Processing Unit
    • DOI: 10.1016/j.eswa.2023.120661
    • Expert Systems with Applications vol. 230 (pags 120661 - )
    • Criado-Ramón, David / L.G.B. Ruiz / Pegalajar-Jimenez, Maria del Carmen
  • Assessing the Impact of Soiling on Photovoltaic Efficiency Using Supervised Learning Techniques
    • DOI: 10.1016/j.eswa.2023.120816
    • Expert Systems with Applications vol. 231 (pags 120816 - )
    • Costa, L.a. / L.G.B. Ruiz / Criado-Ramón, David / Bessa, J.G. / Micheli, L. / Pegalajar-Jimenez, Maria del Carmen
  • Fast Parallel Computation of Reduced Row Echelon Form to Find the Minimum Distance of Linear Codes
    • DOI: https://doi.org/10.1016/j.eswa.2023.119955
    • Expert Systems with Applications vol. 224 (pags 119955 - )
    • Pegalajar-Cuéllar, Manuel / Lobillo, F. J. / Navarro-Garulo, Gabriel
  • Application of Fuzzy and Conventional Forecasting Techniques to Predict Energy Consumption in Buildings
    • DOI: 10.1155/2023/4391555
    • International Journal of Intelligent Systems vol. 2023 (pags 12 - )
    • Cabrera, A. / L.G.B. Ruiz / Criado-Ramón, David / Barranco-González, Carlos David / Pegalajar-Jimenez, Maria del Carmen
  • Advances in Energy Efficiency Through Neural-Network-Based Models
    • DOI: 10.3390/en16052258
    • Energies vol. 16 num. 5 (pags 2258 - )
    • L.G.B. Ruiz / Pegalajar-Jimenez, Maria del Carmen
  • Tsxtend: a Tool for Batch Analysis of Temporal Sensor Data
    • DOI: https://doi.org/10.3390/en16041581
    • Energies
    • Morcillo , Roberto / Gutiérrez-Batista, Karel / Gómez-Romero, Juan
  • Few-Shot User-Adaptable Radar-Based Breath Signal Sensing
    • DOI: https://doi.org/10.3390/s23020804
    • Sensors vol. 23 num. 2 (pags 1 - 30)
    • Pegalajar-Cuéllar, Manuel / Morales-Santos, Diego Pedro / Mauro, Gianfranco / De Carlos-Díez, María / Ott, Julius / Servadei, Lorenzo
  • Artificial Intelligence-Based Prediction of Spanish Energy Pricing and Its Impact on Electric Consumption
    • DOI: 10.3390/make5020026
    • Machine Learning and Knowledge Extraction vol. 5 (pags 431 - 448)
    • Hernández-Rodríguez, Marcos / L.G.B. Ruiz / Criado-Ramón, David / Pegalajar-Jimenez, Maria del Carmen
  • A Parsimonious Methodological Framework for Short-Term Forecasting of Groundwater Levels
    • DOI: 10.1016/j.scitotenv.2023.163328
    • Science of the Total Environment vol. 881 (pags 163328 - )
    • Collados, Antonio / Pulido, David / L.G.B. Ruiz / Pegalajar-Jimenez, Maria del Carmen / Pardo, Elena / Baena, Leticia
  • An Improved Pattern Sequence-Based Energy Load Forecast Algorithm Based on Self-Organizing Maps and Artificial Neural Networks
    • DOI: 10.3390/bdcc7020092
    • Big Data and Congnitive Computing vol. 7 num. 2 (pags 92 - )
    • Criado-Ramón, David / L.G.B. Ruiz / Pegalajar-Jimenez, Maria del Carmen
  • An Intelligent Approach Using Machine Learning Techniques to Predict Flow in People
    • DOI: 10.3390/bdcc7020067
    • Big Data and Congnitive Computing vol. 7 num. 2 (pags 67 - )
    • Pegalajar-Jimenez, Maria del Carmen / L.G.B. Ruiz / Pérez-Moreiras, Elena / Boada-Grau, Joan / Serrano-Fernández, María José
  • Munsell Soil Colour Classification Using Smartphones Through a Neuro-Based Multiclass Solution
    • DOI: 10.3390/agriengineering5010023
    • Agriengineering vol. 5 num. 1 (pags 355 - 368)
    • Pegalajar-Jimenez, Maria del Carmen / L.G.B. Ruiz / Criado-Ramón, David
  • An Application of Fuzzy Symbolic Time-Series for Energy Demand Forecasting
    • DOI: 10.1007/s40815-023-01629-4
    • International Journal of Fuzzy Systems
    • Criado-Ramón, David / L.G.B. Ruiz / Pegalajar-Jimenez, Maria del Carmen
  • Study of Violence Against Women and Its Characteristics Through the Application of Text Mining Techniques
    • DOI: 10.1007/s41060-023-00448-y
    • International Journal of Data Science and Analytic (pags 1 - 14)
    • M.-Stephanie, E. / L.G.B. Ruiz / Vila-Miranda, María Amparo / Pegalajar-Jimenez, Maria del Carmen
  • Airloop: a Simulation Framework for Testing of Uav Services
    • DOI: https://doi.org/10.1109/ACCESS.2023.3253788
    • IEEE Access vol. 11 (pags 23309 - 23325)
    • Giovagnola, Jessica / Moro-Megías, Juan Bautista / Molina-Fernández, Miguel / Pegalajar-Cuéllar, Manuel / Morales-Santos, Diego Pedro
  • Context-Adaptable Radar-Based People Counting Via Few-Shot Learning
    • DOI: https://doi.org/10.1007/s10489-023-04778-z
    • Applied Intelligence vol. 53 (pags 25359 - 25387)
    • Mauro, Gianfranco / Martínez-Rodríguez, Ignacio / Ott, Julius / Servadei, Lorenzo / Wille, Robert / Pegalajar-Cuéllar, Manuel / Morales-Santos, Diego Pedro
  • Time Series Quantum Classifiers with Amplitude Embedding
    • DOI: 10.1007/s42484-023-00133-0
    • Quantum Machine Intelligence vol. 5 num. 2 (pags 45 - )
    • Pegalajar-Cuéllar, Manuel / Servadei, L. / L.G.B. Ruiz / Cano, Carlos
  • A Big Data Association Rule Mining Based Approach for Energy Building Behaviour Analysis in An Iot Environment
    • DOI: 10.1038/s41598-023-47056-1
    • Scientific Reports vol. 13 num. 1 (pags 19810 - )
    • Ruiz-Jiménez, María Dolores / Fernandez-Basso , Carlos / Gómez-Romero, Juan / Martín-Bautista, María José
  • Physics-Informed Neural Networks for Data-Driven Simulation: Advantages, Limitations, and Opportunities
    • DOI: 10.1016/j.physa.2022.128415
    • Physica A: Statistical Mechanics and Its Applications vol. 610 (pags 128415 - )
    • Fernández, Félix / Gijón, Alfonso / Molina-Solana, Miguel / Gómez-Romero, Juan
  • Characteristics and Clinical Outcome in 312 Patients with Moderate to Severe Pneumonia Due to Sars-Cov-2 and Hyperinflammation Treated with Anakinra and Corticosteroids: a Retrospective Cohort Study
    • DOI: 10.1371/journal.pone.0283529
    • Plos One vol. 18 num. 3 (pags 1 - 16)
    • Aomar-Millán, Ismael / Martínez-De Victoria Carazo, J / Fernández-Reyes, D / Torres-Parejo, Úrsula / Pérez-Fernández, Laura
  • New Spark Solutions for Distributed Frequent Itemset and Association Rule Mining Algorithms
    • DOI: https://doi.org/10.1007/s10586-023-04014-w
    • Cluster Computing (pags 1 - 18)
    • Fernandez-Basso , Carlos / Ruiz-Jiménez, María Dolores / Martín-Bautista, María José

2022

  • Genomus: Representing Procedural Musical Structures with An Encoded Functional Grammar Optimized for Metaprogramming and Machine Learning
    • DOI: 10.3390/app12168322
    • Applied Sciences vol. 12 num. 16 (pags 8322 - )
    • López-Montes, José / Molina-Solana, Miguel / Fajardo-Contreras, Waldo
  • A Similarity Measure for Straight Line Programs and Its Application to Control Diversity in Genetic Programming
    • DOI: 10.1016/j.eswa.2021.116415
    • Expert Systems with Applications vol. 194 (pags 116415 - )
    • Rueda, Ramón / L.G.B. Ruiz / Pegalajar-Cuéllar, Manuel / Pegalajar-Jimenez, Maria del Carmen
  • Noface: a New Framework for Irrelevant Content Filtering in Social Media According to Credibility and Expertise
    • DOI: https://doi.org/10.1016/j.eswa.2022.118063
    • Expert Systems with Applications vol. Volume 208 num. 118063
    • Diaz, Jose Angel / Ruiz-Jiménez, María Dolores / Martín-Bautista, María José
  • Electric Demand Forecasting with Neural Networks and Symbolic Time Series Representations
    • DOI: 10.1016/j.asoc.2022.108871
    • Applied Soft Computing vol. 122 (pags 108871 - )
    • Criado-Ramón, David / L.G.B. Ruiz / Pegalajar-Jimenez, Maria del Carmen
  • Time Series Forecasting for Energy Consumption
    • DOI: 10.3390/en15030773
    • Energies vol. 15 (pags 773 - )
    • Pegalajar-Jimenez, Maria del Carmen / L.G.B. Ruiz
  • Photovoltaic Energy Production Forecasting Through Machine Learning Methods: a Scottish Solar Farm Case Study
    • DOI: 10.3390/en15228732
    • Energies vol. 15 num. 22 (pags 8732 - )
    • Cabezón, L / L.G.B. Ruiz / Criado-Ramón, David / J. Gago, E. / Pegalajar-Jimenez, Maria del Carmen
  • On the Use of Quantum Reinforcement Learning in Energy-Efficiency Scenarios
    • DOI: https://doi.org/10.3390/en15166034
    • Energies vol. 15 num. 16 (pags 1 - 24)
    • Pegalajar-Cuéllar, Manuel / Navarro-Garulo, Gabriel / Andrés-Nuñez, Eva
  • Few-Shot User-Definable Radar-Based Hand Gesture Recognition at the Edge
    • DOI: 10.1109/ACCESS.2022.3155124
    • IEEE Access vol. 10 (pags 29741 - 29759)
    • Pegalajar-Cuéllar, Manuel / Morales-Santos, Diego Pedro / Mauro, Gianfranco / Chmurski, M. / Servadei, Lorenzo
  • Edge Intelligence: Concepts, Architectures, Applications and Future Directions
    • DOI: https://doi.org/10.1145/3486674
    • Acm Transactions on Embedded Computing Systems vol. 21 num. 1 (pags 1 - 38)
    • Pegalajar-Cuéllar, Manuel / Morales-Santos, Diego Pedro / Méndez-Gómez, Javier / Bierzynski, Kay
  • Power-Efficient Implementation of Ternary Neural Networks in Edge Devices
    • DOI: 10.1109/JIOT.2022.3172843
    • IEEE Internet of Things Journal vol. 9 num. 20 (pags 20111 - 20121)
    • Molina, Miguel / Méndez, Javier / Morales-Santos, Diego Pedro / Castillo-Morales, Encarnación / Lopez-Vallejo, Marisa / Pegalajar-Cuéllar, Manuel
  • Automating Look-Ahead Schedule Generation for Construction Using Linked-Data Based Constraint Checking and Reinforcement Learning
    • DOI: 10.1016/j.autcon.2021.104069
    • Automation in Construction vol. 134
    • Soman, Ranjith / Molina-Solana, Miguel
  • Big Data Architecture for Building Energy Management Systems
    • DOI: 10.1109/TII.2021.3130052
    • IEEE Transactions on Industrial Informatics vol. 18 num. 9 (pags 5738 - 5747)
    • Ruiz-Jiménez, María Dolores / Gómez-Romero, Juan / Fernandez-Basso , Carlos / Martín-Bautista, María José
  • Data Learning: Integrating Data Assimilation and Machine Learning
    • DOI: 10.1016/j.jocs.2021.101525
    • Journal of Computational Science vol. 58 (pags 101525 - )
    • Buizza, C / Casas, C.Q. / Nadler, P. / Mack, J. / Marrone, S. / Titus, Z / Cornec, C / Heylen, e / Dur, T / L.G.B. Ruiz / Heaney, C / Amador, J / Kumar, Kss / Arcucci, R
  • A Survey on the Use of Association Rules Mining Techniques in Textual Social Media
    • DOI: https://doi.org/10.1007/s10462-022-10196-3
    • Artificial Intelligence Review
    • Diaz, Jose Angel / Ruiz-Jiménez, María Dolores / Martín-Bautista, María José
  • Multi-Omic Alterations of the Swi/Snf Complex Define a Clinical Subgroup in Lung Adenocarcinoma
    • DOI: https://doi.org/10.1186/s13148-022-01261-3
    • Clin Epigenetics vol. 14 num. 42
    • Peinado, Paola / Andrades, Álvaro / Cuadros, Marta / Rodríguez-Lara, María Isabel / Coira, If / García, Daniel Jesús / Benítez, María Soledad / Cano-Gutierrez, Carlos / Zarzuela, Eduardo / Muñoz, Javier / Loidi, Claudia / Saiz, Monica / Medina-Vico, Pedro
  • Analysis of Tweets of Spanish Politicians and Study Through Text Mining Techniques
    • DOI: 10.22533/at.ed.3172222203104
    • Journal of Engineering Research (Kuwait) vol. 2 num. 22 (pags 1 - 15)
    • Enrique-Guillén, Raquel / Torres-Parejo, Úrsula / Ruiz-Jiménez, María Dolores
  • Cntrlda: a Building Energy Management Control System with Real-Time Adjustments. Application to Indoor Temperature
    • DOI: 10.1016/j.buildenv.2022.108938
    • Building and Environment: the International Journal of Building Science and Its Applications vol. 215 (pags 108938 - )
    • Dmitrewski, Alex / Molina-Solana, Miguel / Arcucci, Rossella
  • Phycological Impact and Risk of Suicide in Hospitalized Covid-19 Patients, During the Initial Stage of the Pandemic: a Cross-Sectional Study
    • DOI: 10.1097/PTS.0000000000000974
    • Journal of Patient Safety vol. 18 num. 5 (pags 499 - 506)
    • Benavente-Quero, a / Gutierrez-Rojas, Luis / Torres-Parejo, Úrsula / Parejo-Morón, Ai / Fernández-Ontiveros, S
  • Dexametasona Frente a Metilprednisolona Ajustada al Peso en Pacientes con Neumonía Moderada-Grave por Sars-Cov-2.
    • DOI: https://doi.org/10.1016/j.medcli.2022.06.015
    • Medicina Clínica vol. 160 num. 4 (pags 156 - 159)
    • Aomar-Millán, Ismael / Fatoul-Del Pino, G / Torres-Parejo, Úrsula
  • Risk Factors for Functional Dyspepsia, Erosive and Non-Erosive Gastroesophageal Reflux Disease: a Cross-Sectional Study
    • DOI: https://doi.org/10.1016/j.gastrohep.2022.12.005
    • Gastroenterología y Hepatología
    • Caballero-Mateos, Antonio / Lopez-Hidalgo, Jl / Torres-Parejo, Úrsula / Hernández-González, Jm

2021

  • Scalable Object Detection Pipeline for Traffic Cameras: Application to Tfl Jamcams
    • DOI: 10.1016/j.eswa.2021.115154
    • Expert Systems with Applications vol. 182 num. 115154 (pags 115154 - )
    • Gan, Huan Min / Fernando, Senaka / Molina-Solana, Miguel
    • Web: Leer artículo
  • Minimalistic Fuzzy Ontology Reasoning: An Application to Building Information Modeling
    • DOI: 10.1016/j.asoc.2021.107158
    • Applied Soft Computing num. 103 (pags 107158 - )
    • Huitzil-Velasco, Ignacio / Molina-Solana, Miguel / Gómez-Romero, Juan / Bobillo-Ortega, Fernando
  • A Tensorflow Approach to Data Analysis for Time Series Forecasting in the Energy-Efficiency Realm
    • DOI: 10.3390/en14134038
    • Energies vol. 14 num. 13 (pags 4038 - )
    • Sánchez Iruela, José Rubén / L.G.B. Ruiz / Capel-Tuñon, Manuel Isidoro / Pegalajar-Jimenez, Maria del Carmen
  • On Building and Evaluating a Medical Records Exploration Interface Using Text Mining Techniques.
    • DOI: https://doi.org/10.3390/e23101275
    • Entropy : An International and Interdisciplinary Journal of Entropy and Information Studies vol. 23 num. 10 (pags 1 - 19)
    • Torres-Parejo, Úrsula / Campaña-Gómez, Jesús Roque / Vila-Miranda, María Amparo / Delgado-Calvo-Flores, Miguel
  • Camera-Lidar Multi-Level Sensor Fusion for Target Detection at the Network Edge
    • DOI: https://doi.org/10.3390/s21123992
    • Sensors vol. 21 num. 12 (pags 1 - 14)
    • Mendez-Gomez, Javier / Molina, Miguel / Rodríguez-Santiago, Noel / Pegalajar-Cuéllar, Manuel / Morales-Santos, Diego Pedro
  • Air-Writing Character Recognition with Ultrasonic Transceivers
    • DOI: https://doi.org/10.3390/s21206700
    • Sensors vol. 21 (pags 6700 - )
    • Saez-Mingorance, Borja / Mendez-Gomez, Javier / Mauro, Gianfranco / Castillo-Morales, Encarnación / Pegalajar-Cuéllar, Manuel / Morales-Santos, Diego Pedro
  • Formal Concept Analysis for the Generation of Plural Referring Expressions
    • DOI: https://doi.org/10.1016/j.ins.2021.08.024
    • Information Sciences vol. 579 (pags 717 - 731)
    • Marín-Ruiz, Nicolás / Rivas-Gervilla, Gustavo / Ruiz-Jiménez, María Dolores / Sanchez-Fernandez, Daniel
  • Analysis and Enhanced Prediction of the Spanish Electricity Network Through Big Data and Machine Learning Techniques
    • DOI: 10.1016/j.ijar.2021.03.002
    • International Journal of Approximate Reasoning vol. 133 (pags 48 - 59)
    • Pegalajar-Jimenez, Maria del Carmen / L.G.B. Ruiz / Pegalajar-Cuéllar, Manuel / Rueda, Ramón
  • Spark Solutions for Discovering Fuzzy Association Rules in Big Data
    • DOI: 10.1016/j.ijar.2021.07.004
    • International Journal of Approximate Reasoning vol. 137 (pags 94 - 112)
    • Fernandez-Basso , Carlos / Ruiz-Jiménez, María Dolores / Martín-Bautista, María José
  • A Three-Valued Logic Approach for Edge Detection Using Cellular Automata
    • DOI: WOS:000631881000004
    • Journal of Cellular Automata vol. 15 (pags 407 - 438)
    • Pegalajar-Cuéllar, Manuel / Rueda, Ramón / L.G.B. Ruiz / Pegalajar-Jimenez, Maria del Carmen
  • Genetic Algorithms with Permutation-Based Representation for Computing the Distance of Linear Codes
    • DOI: 10.1016/j.swevo.2020.100797
    • Swarm and Evolutionary Computation vol. 60
    • Pegalajar-Cuéllar, Manuel / Gómez-Torrecillas, Jose / Lobillo, F. J. / Navarro-Garulo, Gabriel
  • Gesture Recognition with Ultrasounds and Edge Computing
    • DOI: https://doi.org/10.1109/ACCESS.2021.3064390
    • IEEE Access vol. 9 (pags 38999 - 39008)
    • Sáez-Mingorance, Borja / Méndez-Gómez, Javier / Molina -Fernández, Miguel / Castillo-Morales, Encarnación / Pegalajar-Cuéllar, Manuel / Morales-Santos, Diego Pedro
  • Automatic Label Creation Framework for Fmcw Radar Images Using Camera Data
    • DOI: 10.1109/ACCESS.2021.3087207
    • IEEE Access vol. June (pags 99 - 111)
    • Mendez Gomez, Javier / Schoenfeldt, Stephan / Tang, Xinyi / Valtl, Jakob / Pegalajar-Cuéllar, Manuel / Morales-Santos, Diego Pedro
  • A Word Embedding Based Method for Unsupervised Adaptation of Cooking Recipes
    • DOI: 10.1109/ACCESS.2021.3058559
    • IEEE Access vol. 9 (pags 27389 - 27404)
    • Morales, Andrea / Gómez-Romero, Juan / Martín-Bautista, María José
  • Hardware Architecture Proposal for Teda Algorithm to Data Streaming Anomaly Detection
    • DOI: 10.1109/ACCESS.2021.3098004
    • IEEE Access vol. 9 (pags 103141 - 103152)
    • Da Silva, Lucileide / Coutinho, Maria / Santos, Carlos / Santos, Mailson / Ruiz-Jiménez, María Dolores / Guedes, Luiz Affonso / Fernandes, Marcelo
  • Variational Gaussian Process for Optimal Sensor Placement
    • DOI: 10.21136/AM.2021.0307-19
    • Applications of Mathematics (Praha) vol. 66 num. 2 (pags 287 - 317)
    • Tajnafoi, Gabor / Arcucci, Rossella / Mottet, Laetitia / Vouriot, Carolanne / Molina-Solana, Miguel / Pain, Christopher / Guo, Yike
  • The Migratory Intention of Young People in An Empty Region Os Spain: between a Constant Slump Cycle and a Pending Innovation Spiral.
    • DOI: https://doi.org/10.1016/j.jrurstud.2021.09.008
    • Journal of Rural Studies vol. 87 (pags 314 - 326)
    • García-Arias, Miguel Ángel / Tolón-Becerra, Alfredo / Lastra-Bravo, Xavier Bolívar / Torres-Parejo, Úrsula
  • Estudio Descriptivo del Síndrome Confusional Agudo en Urgencias
    • DOI: doi: 10.1016/j.aprim.2021.102042
    • Atención Primaria vol. 53 num. 6
    • Lupiañez-Seoane, Patricia / Muñoz -Negro, José Eduardo / Torres-Parejo, Úrsula / Gómez-Jimenez, Francisco Javier
  • Atención Primaria
    • DOI: doi: 10.1016 / j.aprim.2021.102042
    • Atención Primaria vol. 53 num. 6 (pags 102042 - )
    • Lupiañez-Seoane, Patricia / Muñoz-Negro, Jose Eduardo / Torres-Parejo, Úrsula / Gómez-Jimenez, Francisco Javier
  • Glucocorticoides Solos Versus Tocilizumab Solo o Glucocorticoides más Tocilizumab en Pacientes con Neumonía Grave por Sars-Cov-2 e Inflamación Moderada
    • DOI: 10.1016/j.medcli.2021.01.006
    • Medicina Clínica vol. 156 num. 12 (pags 602 - 605)
    • Aomar-Millán, Ismael / Salvatierra-Ossorio, Juan / Torres-Parejo, Úrsula
  • Anakinra After Treatment with Corticosteroids Alone Or with Tocilizumab in Patients with Severe Covid-19 Pneumonia and Moderate Hyperinflammation. a Retrospective Cohort Study.
    • DOI: 10.1007/s11739-020-02600-z
    • Internal and Emergency Medicine
    • Aomar-Millán, Ismael / Salvatierra-Ossorio, Juan / Torres-Parejo, Úrsula
  • Anakinra After Treatment with Corticosteroids Alone Or with Tocilizumab in Patients with Severe Covid-19 Pneumonia and Moderate Hyperinflammation. a Retrospective Cohort Study
    • DOI: https://doi.org/10.1007/s11739-020-02600-z
    • Internal and Emergency Medicine
    • Aomar-Millan, Ismael / Salvatierra-Ossorio, Juan / Torres-Parejo, Úrsula / Faro-Miguez, Naya / Callejas-Rubio, José Luis / Ceballos -Torres, Ángel / Cruces-Moreno, María Teresa / Gómez-Jimenez, Francisco Javier / Hernández-Quero, José / Anguita-Santos, Francisco

2020

  • A Time-Series Clustering Methodology for Knowledge Extraction in Energy Consumption Data
    • DOI: 10.1016/j.eswa.2020.113731
    • Expert Systems with Applications vol. 160 (pags 113731 - )
    • L.G.B. Ruiz / Pegalajar-Jimenez, Maria del Carmen / Arcucci, Rossella / Molina-Solana, Miguel
  • Fudge: Fuzzy Ontology Building with Consensuated Fuzzy Datatypes
    • DOI: 10.1016/j.fss.2020.04.001
    • Fuzzy Sets and Systems num. 401 (pags 91 - 112)
    • Huitzil, Ignacio / Bobillo-Ortega, Fernando / Gómez-Romero, Juan / Straccia, Umberto
  • Representation by Levels: An Alternative to Fuzzy Sets for Fuzzy Data Mining
    • DOI: https://doi.org/10.1016/j.fss.2019.11.014
    • Fuzzy Sets and Systems
    • Molina-Fernández, Carlos / Ruiz-Jiménez, María Dolores / Serrano-Chica, José María
  • A Fuzzy Mining Approach for Energy Efficiency in a Big Data Framework
    • DOI: 10.1109/TFUZZ.2020.2992180
    • IEEE Transactions on Fuzzy Systems
    • Fernandez-Basso , Carlos / Ruiz-Jiménez, María Dolores / Martín-Bautista, María José
  • A Survey of Tag Clouds As Tools for Information Retrieval and Content Representation.
    • DOI: https://doi.org/10.1177/147387162096663
    • Information Visualization vol. 20 num. 1 (pags 83 - 97)
    • Torres-Parejo, Úrsula / Campaña-Gómez, Jesús Roque / Vila-Miranda, María Amparo / Delgado-Calvo-Flores, Miguel
  • An Ant Colony Optimization Approach for Symbolic Regression Using Straight Line Programs. Application to Energy Consumption Modelling
    • DOI: 10.1016/j.ijar.2020.03.005
    • International Journal of Approximate Reasoning vol. 121 (pags 23 - 38)
    • Rueda, Ramón / L.G.B. Ruiz / Pegalajar-Cuéllar, Manuel / Pegalajar-Jimenez, Maria del Carmen
  • A Parallel Solution with Gpu Technology to Predict Energy Consumption in Spatially Distributed Buildings Using Evolutionary Optimization and Artificial Neural Networks
    • DOI: 10.1016/j.jobe.2020.101315
    • Journal of Building Engineering vol. 207 (pags 112535 - )
    • Sánchez-Iruela, Rubén José / L.G.B. Ruiz / Pegalajar-Jimenez, Maria del Carmen / Capel-Tuñon, Manuel Isidoro
  • A Case Study on Understanding Energy Consumption Through Prediction and Visualisation (Vimoen)
    • DOI: 10.1016/j.jobe.2020.101315
    • Journal of Building Engineering vol. 30
    • L.G.B. Ruiz / Pegalajar-Jimenez, Maria del Carmen / Molina-Solana, Miguel / Guo, Yike
  • Non-Query Based Pattern Mining and Sentiment Analysis for Massive Microblogging Online Texts
    • DOI: 10.1109/ACCESS.2020.2990461
    • IEEE Access vol. 8 num. 1
    • Diaz, Jose Angel / Ruiz-Jiménez, María Dolores / Martín-Bautista, María José
  • Towards a Large-Scale Twitter Observatory for Political Events
    • DOI: 10.1016/j.future.2019.10.013
    • Future Generation Computer Systems vol. 110 (pags 976 - 983)
    • Senaka, Fernando / Amador, Julio / Serban, Ovidiu / Gómez-Romero, Juan / Molina-Solana, Miguel / Guo, Yike
  • Tuoris: a Middleware for Visualizing Graphics in Scalable Resolution Display Environments
    • DOI: 10.1016/j.future.2020.01.015
    • Future Generation Computer Systems vol. 106 (pags 559 - 571)
    • Martínez, Víctor / Fernando, Senaka / Molina-Solana, Miguel / Guo, Yike
  • Open Visualization Environment (Ove): a Web Framework for Scalable Rendering of Data Visualizations
    • DOI: 10.1016/j.future.2020.06.011
    • Future Generation Computer Systems vol. 112 (pags 785 - 799)
    • Fernando, Senaka / Scott-Brown, James / Serban, Ovidiu / Birch, David / Akroyd, David / Molina-Solana, Miguel / Heinis, Thomas / Guo, Yike
  • Linked-Data Based Constraint-Checking (Ldcc) to Support Look-Ahead Planning in Construction
    • DOI: 10.1016/j.autcon.2020.103369
    • Automation in Construction vol. 120 num. 103369
    • Soman, Ranjith / Molina-Solana, Miguel / Whyte, Jennifer
  • Weak Constraint Gaussian Processes for Optimal Sensor Placement
    • DOI: 10.1016/j.jocs.2020.101110
    • Journal of Computational Science vol. 42
    • Dur, Tolga H. / Arcucci, Rossella / Mottet, Laetitia / Molina-Solana, Miguel / Pain, Christopher / Guo, Yike
  • Do the Shuffle: Exploring Reasons for Music Listening Through Shuffled Play
    • DOI: 10.1371/journal.pone.0228457
    • Plos One vol. 15
    • Sanfilippo, Katie Rose / Spiro, Neta / Molina-Solana, Miguel / Lamont, Alexandra
  • Attention-Based Convolutional Autoencoders for 3D-Variational Data Assimilation
    • DOI: 10.1016/j.cma.2020.113291
    • Computer Methods in Applied Mechanics and Engineering vol. 372 (pags 113291 - )
    • Mack, Julian / Arcucci, Rossella / Molina-Solana, Miguel / Guo, Yike

2019

  • Time Series Analysis for Predicting Hydroelectric Power Production: the Ecuador Case
    • DOI: 10.3390/su11236539
    • Sustainability vol. 11 num. 23 (pags 6539 - )
    • Barzola-Monteses, Julio / Mite-León, Mónica / Espinoza-Andaluz, Mayken / Gómez-Romero, Juan / Fajardo-Contreras, Waldo
  • Straight Line Programs for Energy Consumption Modelling
    • DOI: https://doi.org/10.1016/j.asoc.2019.04.001
    • Applied Soft Computing vol. 80 (pags 310 - 328)
    • Rueda, Ramón / Pegalajar-Cuéllar, Manuel / Pegalajar-Jimenez, Maria del Carmen / Delgado-Calvo-Flores, Miguel
  • Parallel Memetic Algorithm for Training Recurrent Neural Networks for the Energy Efficiency Problem
    • DOI: 10.1016/j.asoc.2018.12.028
    • Applied Soft Computing vol. 76 (pags 356 - 368)
    • L.G.B. Ruiz / Capel-Tuñon, Manuel Isidoro / Pegalajar-Jimenez, Maria del Carmen
  • A Munsell Colour-Based Approach for Soil Classification Using Fuzzy Logic and Artificial Neural Networks
    • DOI: 10.1016/j.fss.2019.11.002
    • Fuzzy Sets and Systems
    • Pegalajar-Jimenez, Maria del Carmen / L.G.B. Ruiz / Sánchez-Marañón, Manuel / Mansilla, Luis
  • Generalised Regression Hypothesis Induction for Energy Consumption Forecasting
    • DOI: 10.3390/en12061069
    • Energies vol. 12 num. 6
    • Rueda, Ramón / Pegalajar-Cuéllar, Manuel / Molina-Solana, Miguel / Guo, Yike / Pegalajar-Jimenez, Maria del Carmen
  • Finding Tendencies in Streaming Data Using Big Data Frequent Itemset Mining.
    • DOI: https://doi.org/10.1016/j.knosys.2018.09.026
    • Knowledge-Based Systems vol. 163 (pags 666 - 674)
    • Fernandez-Basso , Carlos / Francisco -Agra, Abel J. / Ruiz-Jiménez, María Dolores / Martín-Bautista, María José
  • Not All Lies Are Equal. a Study into the Engineering of Political Misinformation in the 2016 Us Presidential Election
    • DOI: 10.1109/ACCESS.2019.2938389
    • IEEE Access vol. 7 (pags 126305 - 126314)
    • Oehmichen, Axel / Hua, Kevin / Amador, Julio / Molina-Solana, Miguel / Gómez-Romero, Juan / Guo, Yike
  • A Probabilistic Algorithm for Predictive Control with Full-Complexity Models in Non-Residential Buildings
    • DOI: 10.1109/ACCESS.2019.2906311
    • IEEE Access vol. 7 (pags 38748 - 38765)
    • Gómez-Romero, Juan / Fernandez-Basso , Carlos / Cambronero, María Victoria / Molina-Solana, Miguel / Campaña-Gómez, Jesús Roque / Ruiz-Jiménez, María Dolores / Martín-Bautista, María José