Universidad de Burgos
Universidad de Burgos
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Design and deployment of Hybrid Intelligent Systems

OTRI

ubu

Design and deployment of Hybrid Intelligent Systems

Description

Due to the hybrid nature of most real-life problems, both data and knowledge must be applied to find a proper solution. In keeping with this idea, hybrid intelligent systems combines different artificial intelligence techniques and paradigms (symbolic and sub-symbolic) to construct more robust and reliable problem solving models....

Innovative aspects

Hybrid Artificial Intelligent Systems (HAISs) proved to overcome previous proposals when dealing with real-life and complex problems. This new paradigm from the AI field enables the succesfull application of combined techniques and models to deal with complex problems. HAISs have been applied to many different problems, getting nice preformance results.

Specifications

The research group has wide experience on the design, development and deployment of such intelligent systems, to solve practical problems from a range of different applications: parameter tuning of machine-tools, network security, knowledge management, etc.

It requires choosing the appropriate techniques (Artificial Neural Networks, machine learning models, evolutionary learning techniques, optimization mechanisms, etc) and combining them for each one of the problems, adjusting to the specific nature of the problem....

Advantages

By the combination of different AI technologies, the limitations of individual models and paradigms are overcame.

Main Applications

Problems with a hybrid nature, whose solution requires the combination of different techniques....

Research Group

Applied Computational IntelligenceEste enlace se abrirá en una ventana emergente

Contact

Jose Manuel López López

jmllopez@ubu.esEste enlace se abrirá en una ventana emergente

+34 947 25 8895

Webmail-UBUNet

Webmail-UBUNet
https://correoweb.ubu.es/UBUNet

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Universidad de Burgos
Universidad de Burgos
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