María J. Martín-Bautista

Orcid: 0000-0002-6973-477X

Affiliations:
  • University of Granada, Department of Computer Science and Artificial Intelligence


According to our database1, María J. Martín-Bautista authored at least 107 papers between 1998 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Simulafed: an enhanced federated simulated environment for privacy and security in health.
Computing, January, 2025

2024
A Flexible Big Data System for Credibility-Based Filtering of Social Media Information According to Expertise.
Int. J. Comput. Intell. Syst., December, 2024

Link prediction in food heterogeneous graphs for personalised recipe recommendation based on user interactions and dietary restrictions.
Computing, July, 2024

New Spark solutions for distributed frequent itemset and association rule mining algorithms.
Clust. Comput., April, 2024

Deep learning for prediction of energy consumption: an applied use case in an office building.
Appl. Intell., April, 2024

2023
AIMDP: An Artificial Intelligence Modern Data Platform. Use case for Spanish national health service data silo.
Future Gener. Comput. Syst., June, 2023

A survey on the use of association rules mining techniques in textual social media.
Artif. Intell. Rev., February, 2023

Evolutionary Approach for Building, Exploring and Recommending Complex Items With Application in Nutritional Interventions.
IEEE Access, 2023

"Let It BEE": Natural Language Classification of Arthropod Specimens Based on Their Spanish Description.
Proceedings of the Flexible Query Answering Systems - 15th International Conference, 2023

"Health Is the Real Wealth": Unsupervised Approach to Improve Explainability in Health-Based Recommendation Systems.
Proceedings of the Flexible Query Answering Systems - 15th International Conference, 2023

Federated Learning in Healthcare with Unsupervised and Semi-Supervised Methods.
Proceedings of the Flexible Query Answering Systems - 15th International Conference, 2023

The Promise of Query Answering Systems in Sexuality Studies: Current State, Challenges and Limitations.
Proceedings of the Flexible Query Answering Systems - 15th International Conference, 2023

How Tasty Is This Dish? Studying User-Recipe Interactions with a Rating Prediction Algorithm and Graph Neural Networks.
Proceedings of the Flexible Query Answering Systems - 15th International Conference, 2023

Bot Detection in Twitter: An Overview.
Proceedings of the Flexible Query Answering Systems - 15th International Conference, 2023

2022
Big Data Architecture for Building Energy Management Systems.
IEEE Trans. Ind. Informatics, 2022

NOFACE: A new framework for irrelevant content filtering in social media according to credibility and expertise.
Expert Syst. Appl., 2022

A fuzzy-based medical system for pattern mining in a distributed environment: Application to diagnostic and co-morbidity.
Appl. Soft Comput., 2022

Contextual Sentence Embeddings for Obtaining Food Recipe Versions.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

Improving Text Clustering Using a New Technique for Selecting Trustworthy Content in Social Networks.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

A Fuzzy-Based Approach for Cyberbullying Analysis.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

2021
Spark solutions for discovering fuzzy association rules in Big Data.
Int. J. Approx. Reason., 2021

Building a fuzzy sentiment dimension for multidimensional analysis in social networks.
Appl. Soft Comput., 2021

A Word Embedding-Based Method for Unsupervised Adaptation of Cooking Recipes.
IEEE Access, 2021

A Comparative Study of Word Embeddings for the Construction of a Social Media Expert Filter.
Proceedings of the Flexible Query Answering Systems - 14th International Conference, 2021

Semantic-aware transformation of short texts using word embeddings: An application in the Food Computing domain.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop, 2021

2020
A Fuzzy Mining Approach for Energy Efficiency in a Big Data Framework.
IEEE Trans. Fuzzy Syst., 2020

Non-Query-Based Pattern Mining and Sentiment Analysis for Massive Microblogging Online Texts.
IEEE Access, 2020

A Word Embedding Model for Mapping Food Composition Databases Using Fuzzy Logic.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Mining Text Patterns over Fake and Real Tweets.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

2019
Finding tendencies in streaming data using Big Data frequent itemset mining.
Knowl. Based Syst., 2019

A Probabilistic Algorithm for Predictive Control With Full-Complexity Models in Non-Residential Buildings.
IEEE Access, 2019

Building a Knowledge-Model about Land Restitution Policy in Colombian-case Applying a Systemic Ontological Methodology.
Proceedings of the Joint Ontology Workshops 2019 Episode V: The Styrian Autumn of Ontology, 2019

Using Word Embeddings and Deep Learning for Supervised Topic Detection in Social Networks.
Proceedings of the Flexible Query Answering Systems - 13th International Conference, 2019

Generalized Association Rules for Sentiment Analysis in Twitter.
Proceedings of the Flexible Query Answering Systems - 13th International Conference, 2019

A comparative analysis of tools for visualizing association rules: A proposal for visualising fuzzy association rules.
Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, 2019

2018
Text Mining: Techniques, Applications, and Challenges.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2018

An ontology-based framework for automatic topic detection in multilingual environments.
Int. J. Intell. Syst., 2018

Building a contextual dimension for OLAP using textual data from social networks.
Expert Syst. Appl., 2018

Fuzzy Analysis of Sentiment Terms for Topic Detection Process in Social Networks.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

Fuzzy Association Rules Mining Using Spark.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

2017
Information fusion from multiple databases using meta-association rules.
Int. J. Approx. Reason., 2017

2016
Discovering Fuzzy Exception and Anomalous Rules.
IEEE Trans. Fuzzy Syst., 2016

On the Use of Fuzzy Constraints in Semisupervised Clustering.
IEEE Trans. Fuzzy Syst., 2016

Automatic constraints generation for semisupervised clustering: experiences with documents classification.
Soft Comput., 2016

Meta-association rules for mining interesting associations in multiple datasets.
Appl. Soft Comput., 2016

Open data analysis for environmental scanning in security-oriented strategic analysis.
Proceedings of the 19th International Conference on Information Fusion, 2016

2015
A New Approach for Representing and Querying Textual Attributes in Databases.
Int. J. Intell. Syst., 2015

A novel process-based KMS success framework empowered by ontology learning technology.
Eng. Appl. Artif. Intell., 2015

Fuzzy meta-association rules for information fusion.
Proceedings of the 18th International Conference on Information Fusion, 2015

Study of the Convergence in Automatic Generation of Instance Level Constraints.
Proceedings of the Flexible Query Answering Systems 2015, 2015

Fuzzy Meta-Association Rules.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

Learning User Activities from Energy Demand Profiles.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

2014
SMOL: a systemic methodology for ontology learning from heterogeneous sources.
J. Intell. Inf. Syst., 2014

Anomaly detection using fuzzy association rules.
Int. J. Electron. Secur. Digit. Forensics, 2014

Towards a Machine of a Process (MOP) ontology to facilitate e-commerce of industrial machinery.
Comput. Ind., 2014

An Approach for the Evaluation of Human Activities in Physical Therapy Scenarios.
Proceedings of the Mobile Networks and Management - 6th International Conference, 2014

Improving Personalization and Contextualization of Queries to Knowledge Bases Using Spreading Activation and Users' Feedback.
Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

A Fuzzy Semisupervised Clustering Method: Application to the Classification of Scientific Publications.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Meta-association rules for fusing regular association rules from different databases.
Proceedings of the 17th International Conference on Information Fusion, 2014

2013
A new multidimensional model with text dimensions: definition and implementation.
Int. J. Comput. Intell. Syst., 2013

An automatic system for identifying authorities in digital libraries.
Expert Syst. Appl., 2013

Using a semisupervised fuzzy clustering process for identity identification in digital libraries.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Contextualization and Personalization of Queries to Knowledge Bases Using Spreading Activation.
Proceedings of the Flexible Query Answering Systems - 10th International Conference, 2013

Detecting Anomalous and Exceptional Behaviour on Credit Data by Means of Association Rules.
Proceedings of the Flexible Query Answering Systems - 10th International Conference, 2013

2012
A novel integrated knowledge support system based on ontology learning: Model specification and a case study.
Knowl. Based Syst., 2012

2011
An Ontology-Learning Knowledge Support System to Keep e-Organization's Knowledge Up-to-Date: A University Case Study.
Proceedings of the Electronic Government and the Information Systems Perspective, 2011

Combining Semantic and Multilingual Search to Databases with Recommender Systems.
Proceedings of the 2011 Database and Expert Systems Applications, 2011

2010
A new fusion strategy for web metasearch.
Soft Comput., 2010

Applying an Ontology Learning Methodology to a Relational Database: University Case Study.
Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010

An automatic data mining authority control system: A first approach.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Using Textual Dimensions in Data Warehousing Processes.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2010

A Systemic Methodology for Ontology Learning - An Academic Case Study and Evaluation.
Proceedings of the KEOD 2010, 2010

2009
An extended characterization of fuzzy bags.
Int. J. Intell. Syst., 2009

Semantic Enrichment of Database Textual Attributes.
Proceedings of the Flexible Query Answering Systems, 8th International Conference, 2009

Improving Ontologies through Ontology Learning: a University Case.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

2008
Using association rules to mine for strong approximate dependencies.
Data Min. Knowl. Discov., 2008

Text Knowledge Mining: An Alternative to Text Data Mining.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Obtaining User Profiles Via Web Usage Mining.
Proceedings of the IADIS European Conference on Data Mining 2008, 2008

A New Semantic Representation for Short Texts.
Proceedings of the Data Warehousing and Knowledge Discovery, 10th International Conference, 2008

2007
Web Usage Mining Via Fuzzy Logic Techniques.
Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007

Analysis of Log Files Applying Mining Techniques and Fuzzy Logic.
Proceedings of the New Trends in Applied Artificial Intelligence, 2007

2006
Helping Users in Web Information Retrieval Via Fuzzy Association Rules.
Proceedings of the Soft Computing in Web Information Retrieval - Models and Applications, 2006

Enhancing Short Text Retrieval in Databases.
Proceedings of the Flexible Query Answering Systems, 7th International Conference, 2006

2005
Text mining: intermediate forms on knowledge representation.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

Soft Computing for Information Retrieval in the WEB.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

2004
Mining web documents to find additional query terms using fuzzy association rules.
Fuzzy Sets Syst., 2004

2003
Textual Information Retrieval with User Profiles Using Fuzzy Clustering and Inferencing.
Proceedings of the Intelligent Exploration of the Web, 2003

A Tuple-Oriented Algorithm for Deduction in a Fuzzy Relational Database.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2003

Rules and fuzzy rules in text: concept, extraction and usage.
Int. J. Approx. Reason., 2003

On the quest for easy-to-understand splitting rules.
Data Knowl. Eng., 2003

On a Characterization of Fuzzy Bags.
Proceedings of the Fuzzy Sets and Systems - IFSA 2003, 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, June 30, 2003

Aggregating Expert Profiles for Ser Quering Aid.
Proceedings of the ICEIS 2003, 2003

Association rules and fuzzy association rules to find new query terms.
Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003

Building Topic Profiles Based on Expert Profile Aggregation.
Proceedings of the Web Intelligence, 2003

2002
User profiles and fuzzy logic for web retrieval issues.
Soft Comput., 2002

A communication model based on the 2-tuple fuzzy linguistic representation for a distributed intelligent agent system on Internet.
Soft Comput., 2002

A probabilistic definition of a nonconvex fuzzy cardinality.
Fuzzy Sets Syst., 2002

Association Rule Extraction for Text Mining.
Proceedings of the Flexible Query Answering Systems, 5th International Conference, 2002

Mining Text Data: Special Features and Patterns.
Proceedings of the Pattern Detection and Discovery, 2002

2001
Mining association rules with improved semantics in medical databases.
Artif. Intell. Medicine, 2001

2000
Building adaptive user profiles by a genetic fuzzy classifier with feature selection.
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000

Measuring Effectiveness in Fuzzy Information Retrieval.
Proceedings of the Flexible Query Answering Systems, 2000

Fuzzy genes: improving the effectiveness of information retrieval.
Proceedings of the 2000 Congress on Evolutionary Computation, 2000

1999
A Fuzzy Genetic Algorithm Approach to an Adaptive Information Retrieval Agent.
J. Am. Soc. Inf. Sci., 1999

A genetic fuzzy classifier to adaptive user interest profiles with feature selection.
Proceedings of the EUSFLAT-ESTYLF Joint Conference, 1999

A survey of genetic feature selection in mining issues.
Proceedings of the 1999 Congress on Evolutionary Computation, 1999

1998
Applying Genetic Algorithms to the Feature Selection Problem in Information Retrieval.
Proceedings of the Flexible Query Answering Systems, Third International Conference, 1998


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