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
1 - 10 of 46
- On the calibration of probabilistic classifier sets(2023)Volume: 206
Authors: Thomas Mortier, Viktor Bengs, Eyke Hüllermeier, Stijn Luca, Willem Waegeman
Pages: 8857 - 8870 - Within and among farm variability of coffee quality of smallholders in southwest Ethiopia(2023)
Authors: Merkebu Getachew Gebre, Pascal Boeckx, Kassaye Tolassa, Ayco J. M. Tack, Kristoffer Hylander, Stijn Luca, Beyene Zewdie, Pieter De Frenne
Pages: 883 - 905 - A nearest neighbor open-set classifier based on excesses of distance ratios(2023)
Authors: Matthys Lucas Steyn, Tertius de Wet, Bernard De Baets, Stijn Luca
Pages: 319 - 328 - Sampling errors and variability in video transects for assessment of reef fish assemblage structure and diversity(2022)
Authors: Stijn Bruneel, Long Tuan Ho, Wout Van Echelpoel, Amber Schoeters, Heleen Raat, Tom Moens, Rafael Bermudez, Stijn Luca, Peter Goethals
- Forecasting time series in healthcare with Gaussian processes and Dynamic Time Warping based subset selection(2022)
Authors: Chetanya Puri, Gerben Kooijman, Bart Vanrumste, Stijn Luca
Pages: 6126 - 6137 - Species profiles support recommendations for quality filtering of opportunistic citizen science data(2022)
Authors: Camille Van Eupen, Dirk Maes, Marc Herremans, Kristijn R. R. Swinnen, Ben Somers, Stijn Luca
- LETS : a label-efficient training scheme for aspect-based sentiment analysis by using a pre-trained language model(2021)
Authors: Heereen Shim, Dietwig Lowet, Stijn Luca, Bart Vanrumste
Pages: 115563 - 115578 - A localized learning approach applied to human activity recognition(2021)
Authors: Ahmed Youssef, Jean-marie Aerts, Bart Vanrumste, Stijn Luca
Pages: 58 - 71 - Possibilities of modified atmosphere packaging to prevent the occurrence of internal fruit rot in bell pepper fruit (Capsicum annuum) caused by Fusarium spp(2021)
Authors: M. Frans, R. Aerts, N. Ceusters, Stijn Luca, J. Ceusters
- A personalized Bayesian approach for early intervention in gestational weight gain management toward pregnancy care(2021)
Authors: Chetanya Puri, Gerben Kooijman, Felipe Masculo, Shannon Van Sambeek, Sebastiaan Den Boer, Jo Hua, Nan Huang, Henry Ma, Yafang Jin, Fan Ling, et al.
Pages: 160946 - 160957