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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 (Ghent University)
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 - 9 of 9
- Data-Efficient Methods for Natural Language Processing: Applications in HealthcareFrom23 Sep 2018 → 27 Jan 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Building personalised machine learning models in health informatics with limited datasetsFrom22 Jun 2018 → 13 Jan 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
- Data-based modeling of recovery from mastitis in dairy cowsFrom1 Mar 2018 → 1 Mar 2019Funding: BOF - Doctoral projects
- Citizen Science Data for Biodiversity Conservation Policy in Agricultural LandscapesFrom1 Jan 2018 → 9 Jun 2023Funding: FWO Strategic Basic Research Grant
- Real-time and Energy-efficient Detection of Anomalies in Sensor NetworksFrom21 Sep 2017 → 21 Sep 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
- HEalth related Activity Recognition system based on IoT – an interdisciplinary training program for young researchersFrom1 Sep 2017 → 31 Aug 2021Funding: H2020 - Skills and Career Development (Marie Skłodowska-Curie) actions
- Machine Learning for Human Health: From Activity and Vital-Sign Monitoring to Mortality PredictionFrom15 Mar 2017 → 12 May 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
- Wearable Integrated Technology for Health Monitoring of Hospitalized Patients (WEARIT4HEALTH).From1 Nov 2016 → 31 Oct 2019Funding: Activities of International Cooperation, Own budget, for example: patrimony, inscription fees, gifts
- Intelligent Quality Surveillance For IndustryFrom1 Sep 2014 → 31 Dec 2016Funding: IWT / VLAIO - excluding impulse programmes
Publications
1 - 10 of 51
- Daily Pain Prediction in Workplace Using Gaussian Processes(2023)
Authors: Maxwell Szymanski, Lode Godderis, Katrien Verbert, Stijn Luca, Bart Vanrumste
Pages: 239 - 247 - Data-Efficient Methods for Natural Language Processing: Applications in Healthcare(2023)
Authors: Hee Reen Shim, Bart Vanrumste, Stijn Luca
- Building personalised machine learning models in health informatics with limited datasets(2023)
Authors: Chetanya Puri, Bart Vanrumste, Stijn Luca
- A Nearest Neighbor Open-Set Classifier based on Excesses of Distance Ratios(2023)
Authors: Stijn Luca
Pages: 319 - 328 - Forecasting Time Series in Healthcare With Gaussian Processes and Dynamic Time Warping Based Subset Selection(2022)
Authors: Chetanya Puri, Bart Vanrumste, Stijn Luca
Pages: 6126 - 6137 - An exploratory data analysis: the performance differences of a medical code prediction system on different demographic groups(2022)
Authors: Hee Reen Shim, Stijn Luca, Bart Vanrumste
Pages: 93 - 102 - Wat zeg je? Hoorapparaten om naar vogels te kijken?(2022)
Authors: Stijn Luca, Camille Van Eupen
Pages: 51 - 58 - Species profiles support recommendations for quality filtering of opportunistic citizen science data(2022)
Authors: Camille Van Eupen, Ben Somers, Stijn Luca
- Gestational weight gain prediction using privacy preserving federated learning(2021)
Authors: Chetanya Puri, Koustabh Dolui, Sam Michiels, Hans Hallez, Stijn Luca, Bart Vanrumste
Pages: 2170 - 2174 - Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text(2021)
Authors: Hee Reen Shim, Stijn Luca, Bart Vanrumste
Pages: 260 - 273