XI Symposium of Theory and Applications of Data Mining
This symposium provides a forum for researchers seeking to extract useful knowledge from large volumes of information using Data Mining methods. Data Mining techniques have become a fundamental tool in scientific and technical research as a method of analysis and knowledge discovery based on observation data or experimental results for decision making in the control of productive processes, systems planning, marketing, etc. The participation of the Spanish Network of Data Mining and Learning in the XX Conference of the Spanish Association for Artificial Intelligence CAEPIA'24 aims to exchange ideas and knowledge that will contribute to the advancement of this line of research and enable its transfer to society.
Contact: tamida2024@easychair.orgChairs
- Alicia Troncoso, Universidad Pablo de Olavide
- José C. Riquelme, Universidad de Sevilla
Topics
Topics of interest include, but are not limited to the following:
- AUTOMATIC LEARNING ALGORITHMS AND TECHNIQUES
- Feature selection
- Classification
- Clustering
- Parametric and non-parametric statistical techniques
- Soft-computing
- Discovery of rules
- Instances based
- Scalable algorithms
- Incremental algorithms
- Ensembles
- PATTERN RECOGNITION
- DEEP LEARNING
- LEARNING ASSESSMENT
- Design of experiments
- Statistical tests
- DATA PRE-PROCESSING
- Data reduction and/or transformation
- Uncertainty and incomplete data
- Discretion
- Unbalanced data
- MINING ON DIFFERENT TYPES OF DATA
- Texts
- Temporary
- Space
- Flows (streams)
- Networks
- Multimedia
- ADVANCED LEARNING PARADIGMS IN DATA MINING
- Unbalanced learning
- Multi-instance Learning
- Multi-label and multi-target
- Prediction with ordinal outputs
- Semi-supervised or weakly supervised learning
- Cluster Discovery and Exception Mining
- BIG DATA MINING
- VISUAL DATA MINING
- DATABASES AND DATA MINING
- OLAP
- Data Mining query
- Relational Data Mining
- DATA MINING APPLICATIONS
- Biomedical databases
- Industrial production processes
- Environmental problems
- Financial or commercial problems
- Web Mining
- Social Mining
Submissions
Original and unpublished works can be published in Lecture Notes in Artificial Intelligence or in the CAEPIA Proceedings, as well as already published highlighted works (key works). Read more about the type of contributions. All the submission and reviewing process will be done through the platform EasyChair
Program Committee
Investigador | Institución |
---|---|
Alicia Troncoso Lora | Universidad Pablo de Olavide |
José C. Riquelme | Universidad de Sevilla |
Salvador García López | Universidad de Granada |
José del Campo | Universidad de Málaga |
Emilio Corchado | Universidad de Salamanca |
Francesc J. Ferri | Universidad de Valencia |
Mª José Ramírez | Universidad Politécnica de Valencia |
Francisco Herrera | Universidad de Granada |
César Hervás | Universidad de Córdoba |
Pedro González | Universidad de Jaén |
José A. Lozano | Universidad del País Vasco |
Juan J. Rodríguez | Universidad de Burgos |
José Hernández Orallo | Universidad Politécnica de Valencia |
Juan J. del Coz | Universidad de Oviedo |
Karina Gibert | Universidad Politécnica de Cataluña |
Alberto Cano | Virginia Commonwealth University |
Miquel Sànchez i Marrè | Universidad Politécnica de Cataluña |
Mª José del Jesús | Universidad de Jaén |
Nicolás García Pedrajas | Universidad de Córdoba |
Pedro A Gutierrez | Universidad de Córdoba |
Olatz Arbelaitz | Universidad del País Vasco |
Antonio Bahamonde | Universidad de Oviedo |
Jorge Díez | Universidad de Oviedo |
Óscar Cordón | Universidad de Granada |
Jorge Casillas | Universidad de Granada |
María Pérez-Ortíz | University College London |
Pedro Larrañaga | Universidad Politécnica de Madrid |
Sebastián Ventura | Universidad de Córdoba |
Francisco Martínez Álvarez | Universidad Pablo de Olavide |
María Martínez Ballesteros | Universidad de Sevilla |
Verónica Bolón | Universidade da Coruña |
José A. Gámez | Universidad de Castilla-La Mancha |
Pablo Casas Gómez | Universidad Pablo de Olavide |
Ángela Troncoso García | Universidad Pablo de Olavide |
Manuel J. Jiménez Navarro | Universidad de Sevilla |