Projects
Leveraging Mobile Phone Data and Social Network Analytics for Profit Driven Modeling. KU Leuven
In the rapidly growing world of data science and analytics, data has become an asset that gives companies a competitive edge in fierce and saturated markets. To make the most of all the available data and resources, it is necessary to be mindful of each phase in the analytics process and especially by using the appropriate data with the right techniques and an evaluation that is befitting for the problem at hand. This dissertation considers ...
[BioDive] Diving Deep into Biological Data Complexity KU Leuven
Mathematics of random complex systems: theory, computation and applications (UNA-Random) KU Leuven
This project creates an inter-athenaeum consortium bringing together a team of scholars, combining their strengths under the thematic umbrella of “meanfield and interacting particle systems” to shed light on certain complex dynamic systems and to develop new analytical and numerical models and tools to better understand specific problems in neuroscience, finance and economics, machine learning, electric batteries, and smart cities. In the ...
Forecasting estimated ship arrivals: data analytics in nautical dataset. University of Antwerp
SymBioSys: from variome to phenome. KU Leuven
Extensions of ROC curves and AUCs for classification and survival analysis, with applications to mathematical models for diagnosis and prognosis. KU Leuven
Cryptanalysis of symmetric primitives using techniques from numerical optimization. KU Leuven
communications and information processing in modern society. From
private individuals to industry or governments --- they all rely on
technology guaranteeing the confidentiality, integrity and
authenticity of their communication. To realise these security goals,
one relies on cryptographic algorithms</>, often totally
transparent to ...