María J. Martín-Bautista

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 44

Top Venues

Publications

Roberto Morcillo-Jiménez, Jesús Mesa, Juan Gómez-Romero, Maria-Amparo Vila, María J. Martín-Bautista
Deep learning for prediction of energy consumption: an applied use case in an office building. Appl. Intell. 54 (7) (2024)
Carlos Fernandez-Basso, M. Dolores Ruiz, María J. Martín-Bautista
New Spark solutions for distributed frequent itemset and association rule mining algorithms. Clust. Comput. 27 (2) (2024)
Andrea Morales-Garzón, Karel Gutiérrez-Batista, María J. Martín-Bautista
Link prediction in food heterogeneous graphs for personalised recipe recommendation based on user interactions and dietary restrictions. Computing 106 (7) (2024)
Jose Angel Diaz-Garcia, Karel Gutiérrez-Batista, Carlos Fernandez-Basso, M. Dolores Ruiz, María J. Martín-Bautista
A Flexible Big Data System for Credibility-Based Filtering of Social Media Information According to Expertise. Int. J. Comput. Intell. Syst. 17 (1) (2024)
Andrea Morales-Garzón, Gracia M. Sánchez-Pérez, Juan Carlos Sierra, María J. Martín-Bautista
The Promise of Query Answering Systems in Sexuality Studies: Current State, Challenges and Limitations. FQAS (2023)
Bartolomé Ortiz Viso, Carlos Fernandez-Basso, Jesica Gómez-Sánchez, María J. Martín-Bautista
"Health Is the Real Wealth": Unsupervised Approach to Improve Explainability in Health-Based Recommendation Systems. FQAS (2023)
Salvador Lopez-Joya, Jose Angel Diaz-Garcia, M. Dolores Ruiz, María J. Martín-Bautista
Bot Detection in Twitter: An Overview. FQAS (2023)
Bartolomé Ortiz Viso, Andrea Morales-Garzón, María J. Martín-Bautista, Maria-Amparo Vila
Evolutionary Approach for Building, Exploring and Recommending Complex Items With Application in Nutritional Interventions. IEEE Access 11 (2023)
Andrea Morales-Garzón, Roberto Morcillo-Jiménez, Karel Gutiérrez-Batista, María J. Martín-Bautista
How Tasty Is This Dish? Studying User-Recipe Interactions with a Rating Prediction Algorithm and Graph Neural Networks. FQAS (2023)
Juan Paños-Basterra, M. Dolores Ruiz, María J. Martín-Bautista
Federated Learning in Healthcare with Unsupervised and Semi-Supervised Methods. FQAS (2023)
Jose Angel Diaz-Garcia, M. Dolores Ruiz, María J. Martín-Bautista
A survey on the use of association rules mining techniques in textual social media. Artif. Intell. Rev. 56 (2) (2023)
Alberto S. Ortega-Calvo, Roberto Morcillo-Jiménez, Carlos Fernandez-Basso, Karel Gutiérrez-Batista, María Amparo Vila Miranda, María J. Martín-Bautista
AIMDP: An Artificial Intelligence Modern Data Platform. Use case for Spanish national health service data silo. Future Gener. Comput. Syst. 143 (2023)
Bartolomé Ortiz Viso, María J. Martín-Bautista
"Let It BEE": Natural Language Classification of Arthropod Specimens Based on Their Spanish Description. FQAS (2023)
Carlos Fernandez-Basso, Karel Gutiérrez-Batista, Roberto Morcillo-Jiménez, María Amparo Vila Miranda, María J. Martín-Bautista
A fuzzy-based medical system for pattern mining in a distributed environment: Application to diagnostic and co-morbidity. Appl. Soft Comput. 122 (2022)
Jose Angel Diaz-Garcia, Carlos Fernandez-Basso, Jesica Gómez-Sánchez, Karel Gutiérrez-Batista, M. Dolores Ruiz, María J. Martín-Bautista
A Fuzzy-Based Approach for Cyberbullying Analysis. IPMU (2) (2022)
Jose Angel Diaz-Garcia, M. Dolores Ruiz, María J. Martín-Bautista
NOFACE: A new framework for irrelevant content filtering in social media according to credibility and expertise. Expert Syst. Appl. 208 (2022)
M. Dolores Ruiz, Juan Gómez-Romero, Carlos Fernandez-Basso, María J. Martín-Bautista
Big Data Architecture for Building Energy Management Systems. IEEE Trans. Ind. Informatics 18 (9) (2022)
Andrea Morales-Garzón, Juan Gómez-Romero, María J. Martín-Bautista
Contextual Sentence Embeddings for Obtaining Food Recipe Versions. IPMU (2) (2022)
Jose Angel Diaz-Garcia, Carlos Fernandez-Basso, Karel Gutiérrez-Batista, M. Dolores Ruiz, María J. Martín-Bautista
Improving Text Clustering Using a New Technique for Selecting Trustworthy Content in Social Networks. IPMU (2) (2022)
Jose Angel Diaz-Garcia, M. Dolores Ruiz, María J. Martín-Bautista
A Comparative Study of Word Embeddings for the Construction of a Social Media Expert Filter. FQAS (2021)
Karel Gutiérrez-Batista, M. Amparo Vila, María J. Martín-Bautista
Building a fuzzy sentiment dimension for multidimensional analysis in social networks. Appl. Soft Comput. 108 (2021)
Andrea Morales-Garzón, Juan Gómez-Romero, María J. Martín-Bautista
Semantic-aware transformation of short texts using word embeddings: An application in the Food Computing domain. EACL (Student Research Workshop) (2021)
Andrea Morales-Garzón, Juan Gómez-Romero, María J. Martín-Bautista
A Word Embedding-Based Method for Unsupervised Adaptation of Cooking Recipes. IEEE Access 9 (2021)
Jose Angel Diaz-Garcia, Carlos Fernandez-Basso, M. Dolores Ruiz, María J. Martín-Bautista
Mining Text Patterns over Fake and Real Tweets. IPMU (2) (2020)
Andrea Morales-Garzón, Juan Gómez-Romero, María J. Martín-Bautista
A Word Embedding Model for Mapping Food Composition Databases Using Fuzzy Logic. IPMU (2) (2020)
Jose Angel Diaz-Garcia, M. Dolores Ruiz, María J. Martín-Bautista
Non-Query-Based Pattern Mining and Sentiment Analysis for Massive Microblogging Online Texts. IEEE Access 8 (2020)
Carlos Fernandez-Basso, M. Dolores Ruiz, María J. Martín-Bautista
A Fuzzy Mining Approach for Energy Efficiency in a Big Data Framework. IEEE Trans. Fuzzy Syst. 28 (11) (2020)
Richard de Jesús Gil-Herrera, María Irma Botero-Ospina, Lidia Bocanegra-Barbecho, María J. Martín-Bautista
Building a Knowledge-Model about Land Restitution Policy in Colombian-case Applying a Systemic Ontological Methodology. JOWO (2019)
Karel Gutiérrez-Batista, Jesús R. Campaña, María Amparo Vila Miranda, María J. Martín-Bautista
Using Word Embeddings and Deep Learning for Supervised Topic Detection in Social Networks. FQAS (2019)
Jose Angel Diaz-Garcia, M. Dolores Ruiz, María J. Martín-Bautista
Generalized Association Rules for Sentiment Analysis in Twitter. FQAS (2019)
Carlos Fernandez-Basso, Abel J. Francisco-Agra, María J. Martín-Bautista, M. Dolores Ruiz
Finding tendencies in streaming data using Big Data frequent itemset mining. Knowl. Based Syst. 163 (2019)
Carlos Fernandez-Basso, M. Dolores Ruiz, Miguel Delgado, María J. Martín-Bautista
A comparative analysis of tools for visualizing association rules: A proposal for visualising fuzzy association rules. EUSFLAT Conf. (2019)
Juan Gómez-Romero, Carlos Fernandez-Basso, M. Victoria Cambronero, Miguel Molina-Solana, Jesús R. Campaña, M. Dolores Ruiz, María J. Martín-Bautista
A Probabilistic Algorithm for Predictive Control With Full-Complexity Models in Non-Residential Buildings. IEEE Access 7 (2019)
Karel Gutiérrez-Batista, Jesús R. Campaña, María Amparo Vila Miranda, María J. Martín-Bautista
Fuzzy Analysis of Sentiment Terms for Topic Detection Process in Social Networks. IPMU (2) (2018)
Karel Gutiérrez-Batista, Jesús R. Campaña, María Amparo Vila Miranda, María J. Martín-Bautista
An ontology-based framework for automatic topic detection in multilingual environments. Int. J. Intell. Syst. 33 (7) (2018)
C. Justicia de la Torre, Daniel Sánchez, Ignacio J. Blanco, María J. Martín-Bautista
Text Mining: Techniques, Applications, and Challenges. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 26 (4) (2018)
Carlos Fernandez-Basso, M. Dolores Ruiz, María J. Martín-Bautista
Fuzzy Association Rules Mining Using Spark. IPMU (2) (2018)
Karel Gutiérrez-Batista, Jesús R. Campaña, María Amparo Vila Miranda, María J. Martín-Bautista
Building a contextual dimension for OLAP using textual data from social networks. Expert Syst. Appl. 93 (2018)
M. Dolores Ruiz, Juan Gómez-Romero, Miguel Molina-Solana, María Ros, María J. Martín-Bautista
Information fusion from multiple databases using meta-association rules. Int. J. Approx. Reason. 80 (2017)
Irene Diaz-Valenzuela, Vincenzo Loia, María J. Martín-Bautista, Sabrina Senatore, M. Amparo Vila
Automatic constraints generation for semisupervised clustering: experiences with documents classification. Soft Comput. 20 (6) (2016)
Juan Gómez-Romero, M. Dolores Ruiz, María J. Martín-Bautista
Open data analysis for environmental scanning in security-oriented strategic analysis. FUSION (2016)
Irene Diaz-Valenzuela, M. Amparo Vila, María J. Martín-Bautista
On the Use of Fuzzy Constraints in Semisupervised Clustering. IEEE Trans. Fuzzy Syst. 24 (4) (2016)
M. Dolores Ruiz, Juan Gómez-Romero, Miguel Molina-Solana, Jesús R. Campaña, María J. Martín-Bautista
Meta-association rules for mining interesting associations in multiple datasets. Appl. Soft Comput. 49 (2016)
M. Dolores Ruiz, Daniel Sánchez, Miguel Delgado, María J. Martín-Bautista
Discovering Fuzzy Exception and Anomalous Rules. IEEE Trans. Fuzzy Syst. 24 (4) (2016)
M. Dolores Ruiz, Juan Gómez-Romero, María J. Martín-Bautista, Daniel Sánchez, Miguel Delgado
Fuzzy meta-association rules for information fusion. FUSION (2015)
María J. Martín-Bautista, Sandro Martínez-Folgoso, M. Amparo Vila
A New Approach for Representing and Querying Textual Attributes in Databases. Int. J. Intell. Syst. 30 (9) (2015)
Irene Diaz-Valenzuela, Jesús R. Campaña, Sabrina Senatore, Vincenzo Loia, M. Amparo Vila, María J. Martín-Bautista
Study of the Convergence in Automatic Generation of Instance Level Constraints. FQAS (2015)
Richard Gil, María J. Martín-Bautista
SMOL: a systemic methodology for ontology learning from heterogeneous sources. J. Intell. Inf. Syst. 42 (3) (2014)
Manuel P. Cuéllar, María Ros, María J. Martín-Bautista, Yann-Aël Le Borgne, Gianluca Bontempi
An Approach for the Evaluation of Human Activities in Physical Therapy Scenarios. MONAMI (2014)
M. Dolores Ruiz, María J. Martín-Bautista, Daniel Sánchez, María Amparo Vila Miranda, Miguel Delgado
Anomaly detection using fuzzy association rules. Int. J. Electron. Secur. Digit. Forensics 6 (1) (2014)
M. Dolores Ruiz, Juan Gómez-Romero, María J. Martín-Bautista, Daniel Sánchez, Miguel Delgado
Meta-association rules for fusing regular association rules from different databases. FUSION (2014)
Luís Ramos, Richard Gil, Dimitra Anastasiou, María J. Martín-Bautista
Towards a Machine of a Process (MOP) ontology to facilitate e-commerce of industrial machinery. Comput. Ind. 65 (1) (2014)
Irene Diaz-Valenzuela, María J. Martín-Bautista, María Amparo Vila Miranda
A Fuzzy Semisupervised Clustering Method: Application to the Classification of Scientific Publications. IPMU (1) (2014)
Ana Belén Pelegrina, María J. Martín-Bautista, Pamela Faber
Improving Personalization and Contextualization of Queries to Knowledge Bases Using Spreading Activation and Users' Feedback. ISMIS (2014)
Irene Diaz-Valenzuela, María J. Martín-Bautista, M. Amparo Vila, Jesús R. Campaña
An automatic system for identifying authorities in digital libraries. Expert Syst. Appl. 40 (10) (2013)
María J. Martín-Bautista, Carlos Molina, Elizabet Tejeda, María Amparo Vila Miranda
A new multidimensional model with text dimensions: definition and implementation. Int. J. Comput. Intell. Syst. 6 (1) (2013)
Irene Diaz-Valenzuela, María J. Martín-Bautista, M. Amparo Vila
Using a semisupervised fuzzy clustering process for identity identification in digital libraries. IFSA/NAFIPS (2013)
Miguel Delgado, María J. Martín-Bautista, M. Dolores Ruiz, Daniel Sánchez
Detecting Anomalous and Exceptional Behaviour on Credit Data by Means of Association Rules. FQAS (2013)
Ana Belén Pelegrina, María J. Martín-Bautista, Pamela Faber
Contextualization and Personalization of Queries to Knowledge Bases Using Spreading Activation. FQAS (2013)
Richard Gil, María J. Martín-Bautista
A novel integrated knowledge support system based on ontology learning: Model specification and a case study. Knowl. Based Syst. 36 (2012)
Richard Gil, María J. Martín-Bautista
An Ontology-Learning Knowledge Support System to Keep e-Organization's Knowledge Up-to-Date: A University Case Study. EGOVIS (2011)
Luchiana Cezara Brodeala, María J. Martín-Bautista, Richard Gil
Combining Semantic and Multilingual Search to Databases with Recommender Systems. DEXA Workshops (2011)
María J. Martín-Bautista, Daniel Sánchez, M. Amparo Vila, Miguel Delgado
A new fusion strategy for web metasearch. Soft Comput. 14 (8) (2010)
Richard Gil, María J. Martín-Bautista, Leonardo Contreras
Applying an Ontology Learning Methodology to a Relational Database: University Case Study. ICSC (2010)
Irene Diaz-Valenzuela, María J. Martín-Bautista, M. Amparo Vila
An automatic data mining authority control system: A first approach. ISDA (2010)
Richard Gil, Leonardo Contreras, María J. Martín-Bautista
A Systemic Methodology for Ontology Learning - An Academic Case Study and Evaluation. KEOD (2010)
María J. Martín-Bautista, Carlos Molina, Elizabet Tejeda, María Amparo Vila Miranda
Using Textual Dimensions in Data Warehousing Processes. IPMU (2) (2010)
Jesús R. Campaña, María J. Martín-Bautista, Juan Miguel Medina, María Amparo Vila Miranda
Semantic Enrichment of Database Textual Attributes. FQAS (2009)
Miguel Delgado, María J. Martín-Bautista, Daniel Sánchez, María Amparo Vila Miranda
An extended characterization of fuzzy bags. Int. J. Intell. Syst. 24 (6) (2009)
Richard Gil, Ana María Borges, Leonardo Contreras, María J. Martín-Bautista
Improving Ontologies through Ontology Learning: a University Case. CSIE (4) (2009)
María J. Martín-Bautista, Sandro Martínez-Folgoso, María Amparo Vila Miranda
A New Semantic Representation for Short Texts. DaWaK (2008)
Daniel Sánchez, María J. Martín-Bautista, Ignacio J. Blanco, C. Justicia de la Torre
Text Knowledge Mining: An Alternative to Text Data Mining. ICDM Workshops (2008)
Daniel Sánchez, José-María Serrano, Ignacio J. Blanco, María J. Martín-Bautista, María Amparo Vila Miranda
Using association rules to mine for strong approximate dependencies. Data Min. Knowl. Discov. 16 (3) (2008)
María J. Martín-Bautista, María Amparo Vila Miranda, Víctor H. Escobar-Jeria
Obtaining User Profiles Via Web Usage Mining. IADIS European Conf. Data Mining (2008)
Víctor H. Escobar-Jeria, María J. Martín-Bautista, Daniel Sánchez, María Amparo Vila Miranda
Analysis of Log Files Applying Mining Techniques and Fuzzy Logic. IEA/AIE (2007)
Víctor H. Escobar-Jeria, María J. Martín-Bautista, Daniel Sánchez, María Amparo Vila Miranda
Web Usage Mining Via Fuzzy Logic Techniques. IFSA (1) (2007)
Nicolás Marín Ruíz, María J. Martín-Bautista, Miguel A. Prados de Reyes, María Amparo Vila Miranda
Enhancing Short Text Retrieval in Databases. FQAS (2006)
C. Justicia de la Torre, María J. Martín-Bautista, Daniel Sánchez, María Amparo Vila Miranda
Text mining: intermediate forms on knowledge representation. EUSFLAT Conf. (2005)
Enrique Herrera-Viedma, María J. Martín-Bautista, Sergio Guadarrama, Alejandro Sobrino, José A. Olivas
Soft Computing for Information Retrieval in the WEB. EUSFLAT Conf. (2005)
María J. Martín-Bautista, Daniel Sánchez, Jesús Chamorro-Martínez, José-María Serrano, M. Amparo Vila
Mining web documents to find additional query terms using fuzzy association rules. Fuzzy Sets Syst. 148 (1) (2004)
Ignacio J. Blanco, María J. Martín-Bautista, Olga Pons, María Amparo Vila Miranda
A Tuple-Oriented Algorithm for Deduction in a Fuzzy Relational Database. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 11 (Supplement-1) (2003)
Donald H. Kraft, María J. Martín-Bautista, Jianhua Chen, Daniel Sánchez
Rules and fuzzy rules in text: concept, extraction and usage. Int. J. Approx. Reason. 34 (2-3) (2003)
Miguel Delgado, María J. Martín-Bautista, Daniel Sánchez, María Amparo Vila Miranda
Aggregating Expert Profiles for Ser Quering Aid. ICEIS (3) (2003)
Miguel Delgado, María J. Martín-Bautista, Daniel Sánchez, María Amparo Vila Miranda
On a Characterization of Fuzzy Bags. IFSA (2003)
Miguel Delgado, María J. Martín-Bautista, Daniel Sánchez, José-María Serrano, María Amparo Vila Miranda
Association rules and fuzzy association rules to find new query terms. EUSFLAT Conf. (2003)
Fernando Berzal Galiano, Juan C. Cubero, Fernando Cuenca, María J. Martín-Bautista
On the quest for easy-to-understand splitting rules. Data Knowl. Eng. 44 (1) (2003)
Miguel Delgado, María J. Martín-Bautista, Daniel Sánchez, José-María Serrano, María Amparo Vila Miranda
Building Topic Profiles Based on Expert Profile Aggregation. AWIC (2003)
María J. Martín-Bautista, Donald H. Kraft, María Amparo Vila Miranda, Jianhua Chen, J. Cruz
User profiles and fuzzy logic for web retrieval issues. Soft Comput. 6 (5) (2002)
Miguel Delgado, Daniel Sánchez, María J. Martín-Bautista, María Amparo Vila Miranda
A probabilistic definition of a nonconvex fuzzy cardinality. Fuzzy Sets Syst. 126 (2) (2002)
Miguel Delgado, María J. Martín-Bautista, Daniel Sánchez, María Amparo Vila Miranda
Mining Text Data: Special Features and Patterns. Pattern Detection and Discovery (2002)
Miguel Delgado, María J. Martín-Bautista, Daniel Sánchez, José-María Serrano, María Amparo Vila Miranda
Association Rule Extraction for Text Mining. FQAS (2002)
Miguel Delgado, Francisco Herrera, Enrique Herrera-Viedma, María J. Martín-Bautista, Luis Martínez-López, María Amparo Vila Miranda
A communication model based on the 2-tuple fuzzy linguistic representation for a distributed intelligent agent system on Internet. Soft Comput. 6 (5) (2002)
Miguel Delgado, Daniel Sánchez, María J. Martín-Bautista, María Amparo Vila Miranda
Mining association rules with improved semantics in medical databases. Artif. Intell. Medicine 21 (1-3) (2001)
María J. Martín-Bautista, Daniel Sánchez, María Amparo Vila Miranda, Henrik Legind Larsen
Measuring Effectiveness in Fuzzy Information Retrieval. FQAS (2000)
María J. Martín-Bautista, María Amparo Vila Miranda, Henrik Legind Larsen
Building adaptive user profiles by a genetic fuzzy classifier with feature selection. FUZZ-IEEE (2000)
María J. Martín-Bautista, M. Amparo Vila, Daniel Sánchez, Henrik Legind Larsen
Fuzzy genes: improving the effectiveness of information retrieval. CEC (2000)
María J. Martín-Bautista, María Amparo Vila Miranda, Henrik Legind Larsen
A genetic fuzzy classifier to adaptive user interest profiles with feature selection. EUSFLAT-ESTYLF Joint Conf. (1999)
María J. Martín-Bautista, María Amparo Vila Miranda, Henrik Legind Larsen
A Fuzzy Genetic Algorithm Approach to an Adaptive Information Retrieval Agent. J. Am. Soc. Inf. Sci. 50 (9) (1999)
María J. Martín-Bautista, M. Amparo Vila
A survey of genetic feature selection in mining issues. CEC (1999)
María J. Martín-Bautista, María Amparo Vila Miranda
Applying Genetic Algorithms to the Feature Selection Problem in Information Retrieval. FQAS (1998)

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Publication Activity (10 Years)

Top Topics

Top Venues

María J. Martín-Bautista