Researcher
Stijn Luca
- Keywords (Ghent University):Statistical Design of Experiments, Sample design
- Disciplines (Ghent University):Statistics, Data mining
- Disciplines (KU Leuven):Applied mathematics in specific fields, Modelling, Multimedia processing
- See also: Stijn Luca (KU Leuven)
Affiliations
- Electronic Circuits and Systems (ECS) (Division)
Member
From1 Aug 2020 → 31 Jul 2020 - Dynamical Systems, Signal Processing and Data Analytics (STADIUS) (Division)
Member
From1 Aug 2020 → 30 Sep 2013 - Department of Data analysis and mathematical modelling (Department)
Member
From1 Sep 2018 → Today - Electrical Engineering Technology (ESAT), Geel Campus (Technology cluster)
Member
From1 Oct 2013 → 31 Jul 2020 - ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics (Division)
Member
From1 Jan 2013 → 30 Sep 2013
Projects
1 - 5 of 5
- Towards 3D TURbidity by correlating multiBEAM sonar and in-situ Sensor data - TURBEAMSFrom15 Dec 2021 → TodayFunding: Research Vessel Belgica
- A combined framework of machine learning and extreme value theory for anomaly detection and rankingFrom1 Oct 2021 → TodayFunding: BOF - mobility
- Optimum survey design for the study of spatio-temporal dataFrom1 Oct 2020 → TodayFunding: BOF - projects
- Citizen Science Data for Biodiversity Conservation Policy in
Agricultural LandscapesFrom1 Nov 2019 → 31 Dec 2022Funding: FWO Strategic Basic Research Grant
- Tenure track professorship in biostatisticsFrom1 Oct 2018 → 30 Sep 2023Funding: BOF - tenure track
Publications
11 - 20 of 46
- Gestational weight gain prediction using privacy preserving federated learning(2021)
Authors: Chetanya Puri, Koustabh Dolui, Gerben Kooijman, Felipe Masculo, Shannon Van Sambeek, Sebastiaan Den Boer, Sam Michiels, Hans Hallez, Stijn Luca, Bart Vanrumste
Pages: 2170 - 2174 - Feature selection for unbiased imputation of missing values : a case study in healthcare(2021)
Authors: Chetanya Puri, Gerben Kooijman, Xi Long, Paul Hamelmann, Sima Asvadi, Bart Vanrumste, Stijn Luca
Pages: 1911 - 1915 - The impact of data quality filtering of opportunistic citizen science data on species distribution model performance(2021)
Authors: Camille Van Eupen, Dirk Maes, Marc Herremans, Kristijn R. R. Swinnen, Ben Somers, Stijn Luca
- Vital signs prediction and early warning score calculation based on continuous monitoring of hospitalised patients using wearable technology(2020)
Authors: Ahmed Youssef Ali Amer, Femke Wouters, Julie Vranken, Dianne de Korte-de Boer, Valérie Smit-Fun, Patrick Duflot, Marie-Hélène Beaupain, Pieter Vandervoort, Stijn Luca, Jean-Marie Aerts, et al.
- Combining disciplines : dealing with observed and cryptic animal residencies in passive telemetry data by applying econometric decision-making models(2020)
Authors: Stijn Bruneel, Pieterjan Verhelst, Jan Reubens, Stijn Luca, Johan Coeck, Tom Moens, Peter Goethals
- A web-based tool to design and analyze single- and double-stage acceptance sampling plans(2020)
Authors: Stijn Luca, Johan Vandercappellen, Johan Claes
Pages: 58 - 74 - Feature engineering for ICU mortality prediction based on hourly to bi-hourly measurements(2019)
Authors: Ahmed YA Amer, Julie Vranken, Femke Wouters, Dieter Mesotten, Pieter Vandervoort, Valerie Storms, Stijn Luca, Bart Vanrumste, Jean-Marie Aerts
- Hierarchical clustering reveals unique features in the diel dynamics of metabolites in the CAM orchid Phalaenopsis(2019)
Authors: Nathalie Ceusters, Stijn Luca, Regina Feil, Johan E Claes, John E Lunn, Wim Van den Ende, Johan Ceusters
Pages: 3269 - 3281 - Development of a continuous reactor for emulsion-based microencapsulation of hexyl acetate with a polyuria shell(2019)
Authors: Sven RL Gobert, Marleen Segers, Stijn Luca, Roberto FA Teixeira, Simon Kuhn, Leen Braeken, Leen CJ Thomassen
Pages: 371 - 384 - PREgDICT : early prediction of gestational weight gain for pregnancy care(2019)
Authors: Chetanya Puri, Gerben Kooijman, Felipe Masculo, Shannon Van Sambeek, Sebastiaan Den Boer, Stijn Luca, Bart Vanrumste
Pages: 4274 - 4278