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Fundamentals

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This is a multidisciplinary group with a strong background in applied and methodological Data Science research. Our research is fundamentally developed in statistical processes and is especially powerful in both data modeling and experimental designs, including active learning.

These are the main research lines:

- Experimental designs
- Statistical modeling
- Active learning
- Natural language processing and Sentiment analysis
- Complex networks: data mining and dynamics
- Optimization of energy-efficient engineering solutions
- Fractional Integration time series and Long Memory Processes
- Optimization algorithms and machine learning techniques
- Psychometry

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CORE MEMBERS

 

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Benítez Sastoque, Édgar

Lines of research:
- Experimental design
- Statistical modeling

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Cía Mina, Álvaro

Cía Mina, Álvaro

Personal website

Lines of research:
- Experimental design
- Statistical modeling
- Active learning

 

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De la Calle Arroyo, Carlos

De la Calle Arroyo, Carlos
Lines of research:
- Experimental designs
- Statistical modeling
- Optimization algorithms and machine learning techniques

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Gamero Salinas, Juan Carlos

Gamero Salinas, Juan Carlos

Personal website

Lines of research:
- Experimental design
- Statistical modelling
- Thermal comfort & energy savings

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Grass Boada, Horacio

Grass Boada, Horacio

Lines of research:
- Data mining techniques in complex network analysis.
- Optimisation methods
- Machine learning models

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López Fidalgo, Jesús
Personal Web
Personal web (2)

Lines of research:
- Experimental design
- Statistical modeling
- Active learning

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Miranda Galcerán, Montserrat

Miranda Galcerán, Montserrat

Lines of research:
- Complex systems
- Logistics and operations research
- Applied Physics

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Urruchi Mohino, Pablo

Lines from research:
- Regression
- Natural language processing

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ASSOCIATED MEMBERS

 

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Ariño Plana, Arturo

Ariño Plana, Arturo
Personal web

Lines of research:
- Exploratory analysis

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Galera Peral, Francisco
Personal web

Lines of research:
- Machine learning

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Gil Alaña, Luis Alberik

Gil Alaña, Luis Alberiko
Personal website

Lines of research:
- Times series
- Fractional Integration
- Long Memory Processes

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Martínez Villar, Martín
Personal web

Lines of research:
- Neurology modeling
- Psychometry
- Motor control

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Rodríguez Carreño, Ignacio
Personal web

Lines of research:
- Signal processing
- Econometrics
- Optimization algorithms and machine learning techniques

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Viles Díez, Elisabeth

Viles Díez, Elisabeth
Personal web

Lines of research:
- Improvement of organisations processes using Statiscal models and Statiscal learning

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INVITED MEMBERS

 

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Ávila Clemente, Matías Luis

Lines of research:
- Time Series

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Aznárez Sanado, Maite

Aznárez Sanado, Maite

Personal website

Lines of research:
- Experimental design
- Functional magnetic resonance imaging
- Data analysis
- Psychometry

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Fernández Tebar, Juan José

Personal website

Lines of research:
- Dynamic pricing
- Clustering / Segmentation
- Recommendation systems

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Vega Gordillo, Manuel

Vega Gordillo, Manuel

Lines of research:
- Bayesian Statistics
- State-Space models