Advanced monitoring of industrial processes using Artificial Intelligence

Creation of a generic, cross-platform, cyber-physical prototype digitization system capable of monitoring and predicting faults in an industrialized environment using advanced artificial intelligence techniques.

Start date: 06/01/2021 – End date: 06/01/2023

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PREWAIT: Advanced information tools about peer review of scientific manuscripts

Start date: 01/01/2019 – End date: 07/12/2021

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Intelligent data-based solutions for Fresenius Medical Care applications

Start date: 03/01/2016 – End date: 03/20/2019

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Finished research projects

Advanced data analysis as a clinical decision support system

The goal of this project is to develop and validate predictive and clustering models to build a clinical decision support system focused on identifying the following events: mortality, hospitalisation for coronary disease, and hospitalisation for stroke.

Start date: 11/03/2016 – End date: 11/03/2017

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Study of the feasibility of using Machine Learning techniques to detect endometriosis without surgery (ENDOMetriosis assessed by Machine Learning)

This project is funded by the University of Valencia (International Execellence Campus VLC/CAMPUS) and INCLIVA Institute for Health Research.

Start date: 11/03/2016 – End date: 11/02/2017

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Intelligent data-based solutions for Fresenius Medical Care applications

This project is funded by Fresenius Medical Care Deutschland GmbH. The goal of the project is two-fold; first, providing technical consulting related to data analysis in the field of medical applications. Second, to carry out Natural Language Processing to extract information from medical texts.

Start date: 01/03/2016 – End date: 02/28/2017

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Analysis of the expression profiles of microRNAs using self-organized maps, for the diagnosis and prognosis of individuals with deficit of alpha-1 antitrypsin

This project was funded by VLC-BIOCLINIC-SUBPROGRAM B 2015. The objective of this project is the application of Self-Organizing-Maps (SOM) for the analysis of circulating miRNAs,
that may serve as biomarkers for diagnosis and prognosis in patients with alpha deficit 1 antitrypsin (DAAT) (…)

Start date: 09/07/2015 – End date: 12/31/2015

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Application of new technologies to a comprehensive strategy of mechanized pickup of citrus (CITRUSREC)

In this project IDAL uses visual data mining techniques to obtain optimal strategies to do pickup fruits. With these techniques we find (spatial and temporal) correlations (…)

Start date: 09/01/2015 – End date: 12/31/2018

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Clinical Data-Based Support System

This project examines a database (ESCARVAL) about patients with cardiovascular risk. Its main problem is that the classes are unbalanced and it is needed to apply special techniques to solve this problem (…)

Start date: 09/01/2015 – End date: 12/31/2015

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Expert system to determine the probability of infection by virus in computers

In this project, an expert system based on several machine learning models is developed to determine the probability of infection in a computer (…)

Start date: 07/01/2015 – End date: 12/31/2015

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Advanced analysis about cybersecurity and trust in Spanish households

In this project IDAL made an advanced analysis of a database about cyber security; this database is managed by the public institution Red.es. (…)

Start date: 05/01/2015 – End date: 07/31/2015

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Estimation of radiation doses in CT scans by trained machine learning techniques with Monte-Carlo simulations

In this project we use machine learning models to obtain the required dose in CT scans avoiding the Monte-Carlo simulations for its high computational load and high time to get these doses (…)

Start date: 04/01/2015 – End date: 12/31/2015

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Smart analysis of Fresenius Medical Care data

This project is funded by Fresenius Medical Care Deutschland GmbH (…)

Start date: 02/01/2015 – End date: 01/31/2016

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Integrated level measurement system, connectivity and analysis to measure leakage conciliation, in centers of petroleum products storage system

This project was funded by Rafibra SL. This project has a dual purpose. In one part, developing a leak detection system, in fuel tanks for level variation class 4 b.1 and b.2 (…)

Start date: 09/23/2014 – End date: 12/31/2015

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Prediction of footwear comfort by using Computational Intelligence

This project funded by the Spanish Footwear Technological Institute (INESCOP) is aimed at using data from footwear users in order to predict the most suitable footwear size for each individual user and footwear model (…)

Start date: 12/15/2013 – End date: 06/14/2014

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Simulation of the Soft Tissue Biomechanical Behavior in Real Time using Computational Intelligence (SmartBioSim)

SmartBioSim is a research project funded by the Spanish Ministry of Economy and Competitiveness under the National Plan for Research (Society Challenges).The goal of this project is the proposal of a new method based on Computational Intelligence (CI) for real time simulation of the biomechanical behavior of human in-vivo soft tissues and bodies (…)

Start date: 05/01/2013 – End date: 12/31/2017

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Smart tools for the Prescription of orthopaedic Insoles and Footwear (SMARTPIF)

SMARTPIF is a research project funded by the European Commission under the Research for SMEs Theme of 7th Framework Programme for Research and Technological Development. The project is based on an identified market gap: podiatrists often lack knowledge and experimental data to decide which specific shoe-insole combination-and their corresponding materials-are suitable for a patient (…)

Start date: 05/01/2013 – End date: 04/30/2015

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Research within Nephroval project and technical consulting within the project of Computational Intelligence applied to medical data of Nephrocare e-services

This project was funded by Nephrocare e-services. The goal of the project is providing technical consulting related to data analysis in the field of medical applications (…)

Start date: 12/20/2012 – End date: 10/01/2015

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