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Organisatie
Digitale Wiskunde
Research Group
Hoofdorganisatie:Onderzoeksraad
Tijdsduur:2 dec 2015 → Heden
Organisatieprofiel:
DIMA specializes in discrete and continuous techniques for data science. We focus in particular on the mathematical foundations for digital data acquisition, representation, analysis, communication and security.
Research Tracks:
- Discrete mathematics
- Harmonic and wavelet analysis
- Sparse representations and other dimensionality reduction techniques
- Fractional stochastic processes
- Mathematical and statistical aspects of AI and machine learning
- Computational aspects of parameter estimates in data-driven applications
- Coding theory
- Cryptography
Applications:
- Digital document analysis
- Digital painting analysis
- Quality assessment of digital images
- Digital forensics
- Graph signal processing and learning
- Fractional stochastic processes in insurance and big data
- Fractional order time series analysis originating from fractionalized Ornstein-Uhlenbeck processes for dielectric spectroscopy
- Privacy and secuirty in machine learning, distributed networks and cloud computing
- Development and security of high-speed key distribution using chaos synchronisation of photonics sources
- Post-quantum cryptography
Trefwoorden:signal processing, mathematics
Disciplines:Signaalverwerking, Algemene wiskunde