R&D PROJECTS

ASSIST

SHORT DESCRIPTION

  • ACRONYM: ASSIST.
  • TITLE: Investigación en técnicas para la automatización del diseño de sistemas inteligentes de análisis de datos.
  • SUMMARY: research in new techniques and methodologies for the democratisation of the artificial intelligence techniques by automating the process of construction and execution of Artificial Intelligence (AI)-based systems, addressing current gaps in the software engineering building process when dealing with the analysis, modelling and evaluation stages.

ABSTRACT

ASSIST research addresses the following key aspects in the software engineering process of AI-based systems:

1. Research in automation techniques for data cleaning and pre-processing, in order to support pre-modelling stages in handling and transforming the datasets for them to be ready to be used by machine learning (ML)-based predictive models.

2. Research in automating the process of exploratory analysis of data, a key phase in data science, by means of statistical and graphic means to support understanding and data value acquisition.

3. Research in a catalogue of predictive models based on ML algorithms aiming to solve a number of different problems with the aid of automated AI put at the disposal of non-expert users.

4. Research in hyperparameters optimisation techniques towards democratising the use of regression and classification models leading to optimal results without human interventions.

PROJECT FICHE

  • BUDGET: €105,263.36 
  • DURATION: 15 months (01/10/2019 – 31/12/2020)
  • PROGRAMME: PCTI-2019
This project has received funding from the Instituto de Desarrollo Económico del Principado de Asturias (IDEPA) research and innovation programme Plan de Ciencia Tecnología e Innovación (PCTI) under agreement No IDE/2019/000221.

PROJECT FUNDED BY:

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