
ADMIRABLE
Advanced data mining research and bioinformatics learning

Date of inception 17 February 2009
Leader: ALVAR ARNAIZ GONZALEZ
Academic center: ESCUELA POLITECNICA SUPERIOR
Department: INGENIERIA INFORMATICA
PhD program: Ingeniería y Tecnologías Industrial, Informática y Civil (UBU)
Website: https://www.ubu.es/admirable
The ADMIRABLE (Advanced Data MIning Research And Business intelligence/Big data/Bioinformatics LEarning) research group main aim is the development of new ensemble algorithms and the application of data mining, data visualization and pattern matching techniques to diverse various domains such as: fault detection (in machine tools, in wind power mills), bioinformatics, time series classification or multidimensional data analysis industrial environments. Among the main achievements of the researchers of the group is the development of several new data mining algorithms: Rotation Forest, Nonlinear Boosting Projections, Disturbing Neighbours, Democratic Instance Selection, GRASP Forest, Random Balance, Random Feature Weights, Random Oracles that have aroused the interest of the data mining community. For example, Rotation Forest is an algorithm considered as a method of reference in some reference books in the area. The group is recognized by regional government of Castile and Leon as a Consolidated Research Unit.
Researchers
Classifications
- Application Area: CIENTÍFICO TÉCNICA
- Group Character: 01
- ANEP Area: Ciencias de la computación y tecnología informática
- Group Recognition: GRUPO RECONOCIDO UBU
Prevailing specialties (top 10)
Obtained from publications help
Obtained from publications
The thematic specialties shown were obtained through the application of artificial intelligence models, obtained as a result of the Hercules Project.
The thematic specialties shown were obtained through the application of artificial intelligence models, obtained as a result of the Hercules Project.
- Artificial Intelligence (Computer Science) Filter
- Human-Computer Interaction (Computer Science) Filter
- Mechanical Engineering (Engineering) Filter
- Neurology (Neuroscience) Filter
- Computer Graphics and Computer-Aided Design (Computer Science) Filter
- Computers and Society (Computer Science) Filter
- Mechanics of Materials (Engineering) Filter
- Statistics and Probability (Mathematics) Filter
- Electrical and Electronic Engineering (Engineering) Filter
- Computer Vision and Pattern Recognition (Computer Science) Filter
Former members (12)
- ARNAIZ GONZALEZ, ALVAR 20182018
- ARNAIZ GONZALEZ, ALVAR 20162018
- CHECA CRUZ, DAVID 20182020
- DIEZ PASTOR, JOSE FRANCISCO 20172019
- DIEZ PASTOR, JOSE FRANCISCO 20112016
- JUEZ GIL, MARIO 20182022
- LATORRE CARMONA, PEDRO 20192024
- LOPEZ NOZAL, CARLOS 20152019
- MAESTRO PRIETO, JOSE ALBERTO 20212023
- MAUDES RAEDO, JESUS MANUEL 20092019
- QUINTANA VIVAR, MARIA 20142014
- RODRIGUEZ GARCIA, BRUNO 20222023