Projects
Data mining continuous speech: Modeling infant speech acquisition by extracting building blocks and patterns in spoken language Vrije Universiteit Brussel
Artificial Creativity in visual communication and arts: an algorithm for inventive and evolving development of concepts and visualization of data. University of Antwerp
Synthesising Inductive Data Models KU Leuven
Inspired by recent successes towards automating highly complex jobs like programming and scientific experimentation, the ultimate goal of this project is to automate the task of the data scientist when developing intelligent systems, which is to extract knowledge from data in the form of models. More specifically, this project wants to develop the foundations of a theory and methodology for automatically synthesising inductive data models.An ...
Federated Artificial Intelligence In Big Data And Healthcare Using Real-World Setting KU Leuven
Multiple sclerosis (MS) is an inflammatory disorder of the brain and spinal cord, where the body's immune system incorrectly attacks its own central nervous system (CNS), causing variable and unpredictable symptoms. Some examples of clinical symptoms include slurred speech, blurred vision, loss of balance, poor coordination, tremors, numbness, extreme fatigue, problems with memory and concentration, paralysis, and blindness. MS affects more ...
Novel knowledge from public life sciences data Ghent University
This application is a renewal of the Scientific Research Network (2015-W001015N) with the same title that runs from 2015 until end of 2019. This renewal updates two Flemish members of the consortium and adds an additional partner from the French speaking region. During the five years of the previous Research Network, important scientific contributions were already made by the consortium, as is evidenced from the many jointly organised ...
MODA: Model-Bases Data Analytics Ghent University
The aim of this project is to develop methods, tools and guidelines (the set of instruments) to enable building a 'digital twin' of a cyber-physical system. The digital twin models how KPIs such as output quality, energy efficiency, production efficiency or availability relate to the settings, context and process measurements. These instruments will be developed for machines that carry out thermal and / or mechanical processes and ...
Optimal Join Algorithms for Modern Distributed Data Systems Vrije Universiteit Brussel
Identification of coding and non-coding cancer drivers from whole-genome re-sequencing data using gene regulatory network analysis. KU Leuven
Identification of coding and non-coding cancer drivers using gene regulatory network analysis
Regulation of gene transcription is an essential process, governing complex spatio-temporal expression patterns in every living cell. Gene regulation underlies processes such as the development of embryonic stem cells into various differentiated cell types, or the reprogramming of normal cells into cancer cells. Cancer is characterized by high ...
Children’s voice recognition in domestic and educational settings: A children’s right-oriented approach to data protection Ghent University
This research proposal focuses on data protection and children’s rights issues associated with children’s voice data processing in two specific settings: at home and at school. Interactive toys and smart assistants are entering living and class rooms, yet legal questions regarding lawfulness and transparency of data processing, profiling and commercialisation of sensitive information remain unsolved. These concerns transcend the child’s right ...