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.

2023

  • New Spark Solutions for Distributed Frequent Itemset and Association Rule Mining Algorithms (2023)
    • 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
  • Aimdp: An Artificial Intelligence Modern Data Platform. Use Case for Spanish National Health Service Data Silo (2023)
    • DOI: https://doi.org/10.1016/j.future.2023.02.002
    • Future Generation Computer Systems
    • Ortega-Calvo, Alberto / Morcillo , Roberto / Fernandez-Basso , Carlos / Gutiérrez-Batista, Karel / Vila-Miranda, María Amparo / Martín-Bautista, María José
  • A Low Cost and Eco-Sustainable Device to Determine the End of the Disinfection Process in Sodis (2023)
    • DOI: 10.3390/s23020575
    • Sensors
    • Sales-Lerida, Diego / Martínez-Jiménez, Pedro Manuel / Manzano-Quiñones, Manuel Alejandro
  • Tsxtend: a Tool for Batch Analysis of Temporal Sensor Data (2023)
    • DOI: https://doi.org/10.3390/en16041581
    • Energies
    • Morcillo , Roberto / Gutiérrez-Batista, Karel / Gómez-Romero, Juan

2022

  • Noface: a New Framework for Irrelevant Content Filtering in Social Media According to Credibility and Expertise (2022)
    • 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
  • A Fuzzy Database Engine for Mongodb (2022)
    • DOI: https://doi.org/10.1002/int.22807
    • International Journal of Intelligent Systems (pags 1 - 34)
    • Medina-Rodriguez, Juan Miguel / Blanco, Ignacio J. / Pons-Capote, Olga
  • A Fuzzy-Based Medical System for Pattern Mining in a Distributed Environment: Application to Diagnostic and Co-Morbidity (2022)
    • Applied Soft Computing
    • Fernandez-Basso , Carlos / Gutiérrez-Batista, Karel / Morcillo-Jiménez, Roberto / Vila-Miranda, María Amparo / Martín-Bautista, María José
  • A Fuzzy-Based Medical System for Pattern Mining in a Distributed Environment: Application to Diagnostic and Co-Morbidity (2022)
    • DOI: 10.1016/j.asoc.2022.108870
    • Applied Soft Computing vol. 122 num. 108870
    • Morcillo , Roberto
  • Big Data Architecture for Building Energy Management Systems (2022)
    • 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
  • A Survey on the Use of Association Rules Mining Techniques in Textual Social Media (2022)
    • DOI: https://doi.org/10.1007/s10462-022-10196-3
    • Artificial Intelligence Review
    • Diaz, Jose Angel / Ruiz-Jiménez, María Dolores / Martín-Bautista, María José

2021

  • Formal Concept Analysis for the Generation of Plural Referring Expressions (2021)
    • 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
  • Building a Fuzzy Sentiment Dimension for Multidimensional Analysis in Social Networks (2021)
    • DOI: https://doi.org/10.1016/j.asoc.2021.107390
    • Applied Soft Computing vol. 108 (pags 107390 - )
    • Gutiérrez-Batista, Karel / Vila-Miranda, María Amparo / Martín-Bautista, María José
  • Spark Solutions for Discovering Fuzzy Association Rules in Big Data (2021)
    • 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 Word Embedding Based Method for Unsupervised Adaptation of Cooking Recipes (2021)
    • DOI: 10.1109/ACCESS.2021.3058559
    • IEEE Access vol. 9 (pags 27389 - 27404)
    • Morales, Andrea / Gómez-Romero, Juan / Martín-Bautista, María José
  • On Building and Evaluating a Medical Records Exploration Interface Using Text Mining Techniques. (2021)
    • 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
  • Disambiguation of Semantic Relations Using Evidence Aggregation According to a Sense Inventory (2021)
    • DOI: 10.1109/TKDE.2021.3055621
    • IEEE Transactions on Knowledge & Data Engineering vol. 33 num. 7 (pags 2875 - 2887)
    • Martínez, Víctor / Berzal-Galiano, Fernando / Cubero-Talavera, Juan Carlos
  • Incremental Maintenance of Discovered Fuzzy Association Rules (2021)
    • DOI: 10.1007/s10700-021-09350-3
    • Fuzzy Optimization and Decision Making vol. 2 num. 20 (pags 1 - 21)
    • Pérez-Alonso, Alain / Blanco, Ignacio J. / Serrano-Chica, José María
  • An Approximation for Metal-Oxide Sensor Calibration for Air Quality Monitoring Using Multivariable Statistical Analysis (2021)
    • DOI: https://doi.org/10.3390/s21144781
    • Sensors vol. 21 num. 14 (pags 4781-1 - 4781-18)
    • Sales-Lerida, Diego / Bello-Espina, Alfonso José / Sánchez-Alzola, Alberto / Martínez-Jiménez, Pedro Manuel

2020

  • Electronic Health Records Aggregators (Ehragg ) (2020)
    • DOI: 10.1055/s-0040-1714395
    • Methods of Information in Medicine vol. 59 (pags 96 - 103)
    • Prados-Suarez, Mª Belen / Molina-Fernández, Carlos / Peña-Yáñez, M. Carmen
  • Color Comparison in Fuzzy Color Spaces (2020)
    • DOI: 10.1016/j.fss.2019.09.013
    • Fuzzy Sets and Systems vol. 390 (pags 160 - 182)
    • Soto-Hidalgo, Jose Manuel / Sanchez-Fernandez, Daniel / Chamorro-Martínez, Jesús / Martínez-Jiménez, Pedro Manuel
  • Specificity Measures Based on Fuzzy Set Similarity (2020)
    • DOI: 10.1016/j.fss.2019.06.001
    • Fuzzy Sets and Systems vol. 401 (pags 189 - 199)
    • Marín-Ruiz, Nicolás / Rivas-Gervilla, Gustavo / Sanchez-Fernandez, Daniel / Yager-, Ronald
  • Representation by Levels: An Alternative to Fuzzy Sets for Fuzzy Data Mining (2020)
    • 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
  • Customizing Fuzzy Partitions for Visual Texture Representation (2020)
    • DOI: https://doi.org/10.1016/j.fss.2019.04.009
    • Fuzzy Sets and Systems vol. 389 num. 1 (pags 145 - 161)
    • Martínez-Jiménez, Pedro Manuel / Chamorro-Martínez, Jesús
  • A Fuzzy Mining Approach for Energy Efficiency in a Big Data Framework (2020)
    • DOI: 10.1109/TFUZZ.2020.2992180
    • IEEE Transactions on Fuzzy Systems
    • Fernandez-Basso , Carlos / Ruiz-Jiménez, María Dolores / Martín-Bautista, María José
  • Non-Query Based Pattern Mining and Sentiment Analysis for Massive Microblogging Online Texts (2020)
    • DOI: 10.1109/ACCESS.2020.2990461
    • IEEE Access vol. 8 num. 1
    • Diaz, Jose Angel / Ruiz-Jiménez, María Dolores / Martín-Bautista, María José
  • A Survey of Tag Clouds As Tools for Information Retrieval and Content Representation. (2020)
    • 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

2019

  • Finding Tendencies in Streaming Data Using Big Data Frequent Itemset Mining. (2019)
    • 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
  • A Probabilistic Algorithm for Predictive Control with Full-Complexity Models in Non-Residential Buildings (2019)
    • 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
  • Extending Knowledge Based Redundancy in Association Rules with Imprecise Knowledge (2019)
    • DOI: 10.1109/TLA.2019.8891930
    • Revista IEEE America Latina vol. 17 num. 4 (pags 648 - 653)
    • Diaz -Vera, Julio Cesar / Negrin, Guillermo / Molina-Fernández, Carlos / Vila-Miranda, María Amparo

2018

  • Building a Contextual Dimension for Olap Using Textual Data from Social Networks (2018)
    • DOI: https://doi.org/10.1016/j.eswa.2017.10.012
    • Expert Systems with Applications vol. 93 (pags 118 - 133)
    • Gutiérrez-Batista, Karel / Campaña-Gómez, Jesús Roque / Vila-Miranda, María Amparo / Martín-Bautista, María José
  • Relational Representation of Uncertain and Imprecise Time Assessments: An Application to Artworks Dating (2018)
    • DOI: 10.1002/int.21914
    • International Journal of Intelligent Systems vol. 33 (pags 1109 - 1130)
    • Pons-Capote, Olga / Medina-Rodriguez, Juan Miguel / Vila-Miranda, María Amparo
  • An Ontology-Based Framework for Automatic Topic Detection in Multilingual Environments (2018)
    • DOI: https://doi.org/10.1002/int.21986
    • International Journal of Intelligent Systems vol. 33 num. 7 (pags 1459 - 1475)
    • Gutiérrez-Batista, Karel / Campaña-Gómez, Jesús Roque / Vila-Miranda, María Amparo / Martín-Bautista, María José
  • Indexing Techniques to Improve the Performance of Necessity-Based Fuzzy Queries Using Classical Indexing of Rdbms (2018)
    • DOI: https://doi.org/10.1016/j.fss.2017.09.008
    • Fuzzy Sets and Systems vol. 351 (pags 90 - 107)
    • Medina-Rodriguez, Juan Miguel / Barranco-González, Carlos David / Pons-Capote, Olga
  • Level-Based Fuzzy Generalized Quantification. Fuzzy Sets and Systems (2018)
    • DOI: https://doi.org/10.1016/j.fss.2017.06.012
    • Fuzzy Sets and Systems vol. 345 (pags 24 - 40)
    • Ruiz-Jiménez, María Dolores / Sanchez-Fernandez, Daniel / Delgado-Calvo-Flores, Miguel
  • Perception-Based Fuzzy Partitions for Visual Texture Modelling (2018)
    • DOI: 10.1016/j.fss.2017.04.015
    • Fuzzy Sets and Systems vol. 337 num. 1 (pags 1 - 24)
    • Martínez-Jiménez, Pedro Manuel / Chamorro-Martínez, Jesús / Soto-Hidalgo, Jose Manuel
  • Text Mining: Techniques, Applications, and Challenges (2018)
    • DOI: https://doi.org/10.1142/S0218488518500265
    • International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems vol. 26 num. 4 (pags 553 - 582)
    • Justicia-De la Torre, Consuelo / Sanchez-Fernandez, Daniel / Blanco-Medina, Ignacio José / Martín-Bautista, María José
  • Metrics for Tag Cloud Evaluation (2018)
    • DOI: https://doi.org/10.1007/978-3-319-91473-2_25
    • Communications in Computer and Information Science vol. 853 (pags 289 - 296)
    • Torres-Parejo, Úrsula / Campaña-Gómez, Jesús Roque / Vila-Miranda, María Amparo / Delgado-Calvo-Flores, Miguel
  • Obtaining Wapo-Structure Through Inverted Indexes (2018)
    • DOI: https://doi.org/10.1007/978-3-319-91476-3_53
    • Communications in Computer and Information Science vol. 854 (pags 647 - 658)
    • Torres-Parejo, Úrsula / Campaña-Gómez, Jesús Roque / Vila-Miranda, María Amparo / Delgado-Calvo-Flores, Miguel
  • Specificity Measures and Referential Success (2018)
    • DOI: 10.1109/TFUZZ.2017.2694803
    • IEEE Transactions on Fuzzy Systems vol. 26 num. 2 (pags 859 - 868)
    • Marín-Ruiz, Nicolás / Rivas-Gervilla, Gustavo / Sanchez-Fernandez, Daniel / Yager-, Ronald
  • Adaptive Multidimensional Fuzzy Sets for Texture Modeling (2018)
    • DOI: https://doi.org/10.1016/j.ijar.2018.10.006
    • International Journal of Approximate Reasoning vol. 103 num. 1 (pags 288 - 302)
    • Martínez-Jiménez, Pedro Manuel / Chamorro-Martínez, Jesús / Keller, James M.
  • Comfort As a Service: a New Paradigm for Residential Environmental Quality Control (2018)
    • DOI: 10.3390/su10093053
    • Sustainability vol. 10 num. 9 (pags 3053 - )
    • Gómez-Romero, Juan / Molina-Solana, Miguel / Ros-Izquierdo, María / Ruiz-Jiménez, María Dolores / Martín-Bautista, María José
    • Web: Leer artículo
  • Using Classification Techniques for Assigning Work Descriptions to Task Groups on the Basis of Construction Vocabulary (2018)
    • DOI: https://doi.org/10.1111/mice.12382
    • Computer-Aided Civil and Infrastructure Engineering vol. 33 num. 11 (pags 966 - 981)
    • Martínez-Rojas, María / Soto-Hidalgo, Jose Manuel / Marín-Ruiz, Nicolás / Vila-Miranda, María Amparo
  • Aspectos Organizativos y Estructurales de una Iniciativa Mooc Institucional: el Caso de la Ugr (2018)
    • International Journal of Information Systems and Software Engineering for Big Companies vol. 5 num. 1 (pags 101 - 110)
    • Blanco, Ignacio J. / Pérez-Martínez, Raquel / Arjona-Heredia, Emilio / Cordón-García, Oscar