DataMining & Machine Learning

Development of intelligent systems based on (1) extracting interesting patterns from moderate and large complex data (Data Mining) and (2) learning from them (Machine Learning) for helping experts by means of the building of decision support systems

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Decision Suport System Albert Fornells afornells@salle.url.edu


Most relevant projects

MINDATOS

Net of Data Mining and Machine Learning experts.

Decision support systems - DataMining & Machine learning

Damicars

Forecasting of risk premium in car insurances based on driving habits and the places where he goes.

Decision support systems - DataMining & Machine learning

KEEL III: Knowledge Discovery based on Evolutionary Learning: Current Trends and New Challenges

Develop a software tool to assess evolutionary algorithms for Data Mining problems including regression, classification, clustering, pattern mining and so on.

Decision support systems - DataMining & Machine learning
Smart Cities - Education

GAD: Gestión Activa de la Demanda (Active Demand Management)

Optimise the way electricity is used and, therefore, the cost associated with that usage, while meeting the consumer's needs with the same level of quality.

Decision support systems - DataMining & Machine learning
Smart Cities - Utilities

Participació en la Xarxa Temática d’Intel•ligència Artificial

Net of Data Mining and Machine Learning experts.

Decision support systems - DataMining & Machine learning

A Unified Framework for the Development of Case-Based Reasoning Systems,

New ways to use techniques of soft computing for CBR.

Decision support systems - DataMining & Machine learning

KEEL II: Knowledge Extraction Based on Evolutionary Learning: Evolutionary Rule-Based Systems. Data Mining Applications. Data Complexity and Design of Experiments

Develop a software tool to assess evolutionary algorithms for Data Mining problems including regression, classification, clustering, pattern mining and so on.

Decision support systems - DataMining & Machine learning

Active Career I and II

Active Career is a system, supported by artificial intelligence techniques, that allows to predict the evolution of job offers as well as the evolution of the profile of candidates.

Decision support systems - DataMining & Machine learning

KEEL

Develop a software tool to assess evolutionary algorithms for Data Mining problems including regression, classification, clustering, pattern mining and so on.

Decision support systems - DataMining & Machine learning

HRIMAC: AI tool for the Content-based Retrieval of Mammography Images applied to the Diagnosis of Breast Cancer

Create a decision support system for helping expert in the diagnosis based on mammographies.

Decision support systems - DataMining & Machine learning
Health - Decision support systems