Stijn Luca

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 18

Top Topics

Condition Monitoring

Novelty Detection

Privacy Preserving

Subset Selection

Top Venues

IEEE J. Biomed. Health Informatics

Artif. Intell. Medicine

Publications

Thomas Mortier, Viktor Bengs, Eyke Hüllermeier, Stijn Luca, Willem Waegeman
On the Calibration of Probabilistic Classifier Sets. AISTATS (2023)
Matthys Lucas Steyn, Tertius de Wet, Bernard De Baets, Stijn Luca
A Nearest Neighbor Open-Set Classifier based on Excesses of Distance Ratios. J. Comput. Graph. Stat. 32 (1) (2023)
Chetanya Puri, Stijn Keyaerts, Maxwell Szymanski, Lode Godderis, Katrien Verbert, Stijn Luca, Bart Vanrumste
Daily Pain Prediction in Workplace Using Gaussian Processes. HEALTHINF (2023)
Chetanya Puri, Gerben Kooijman, Bart Vanrumste, Stijn Luca
Forecasting Time Series in Healthcare With Gaussian Processes and Dynamic Time Warping Based Subset Selection. IEEE J. Biomed. Health Informatics 26 (12) (2022)
Thomas Mortier, Viktor Bengs, Eyke Hüllermeier, Stijn Luca, Willem Waegeman
On Calibration of Ensemble-Based Credal Predictors. CoRR (2022)
Chetanya Puri, Koustabh Dolui, Gerben Kooijman, Felipe Masculo, Shannon Van Sambeek, Sebastiaan Den Boer, Sam Michiels, Hans Hallez, Stijn Luca, Bart Vanrumste
Gestational weight gain prediction using privacy preserving federated learning. EMBC (2021)
Ahmed Youssef Ali Amer, Jean-Marie Aerts, Bart Vanrumste, Stijn Luca
A Localized Learning Approach Applied to Human Activity Recognition. IEEE Intell. Syst. 36 (3) (2021)
Chetanya Puri, Gerben Kooijman, Felipe Masculo, Shannon Van Sambeek, Sebastiaan Den Boer, Jo Hua, Nan Huang, Henry Ma, Yafang Jin, Fan Ling, Guanghui Li, Dongtao Zhang, Xiaochun Wang, Stijn Luca, Bart Vanrumste
A Personalized Bayesian Approach for Early Intervention in Gestational Weight Gain Management Toward Pregnancy Care. IEEE Access 9 (2021)
Chetanya Puri, Gerben Kooijman, Xi Long, Paul Hamelmann, Sima Asvadi, Bart Vanrumste, Stijn Luca
Feature selection for unbiased imputation of missing values: A case study in healthcare. EMBC (2021)
Heereen Shim, Dietwig Lowet, Stijn Luca, Bart Vanrumste
Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text. W-NUT (2021)
Heereen Shim, Dietwig Lowet, Stijn Luca, Bart Vanrumste
LETS: A Label-Efficient Training Scheme for Aspect-Based Sentiment Analysis by Using a Pre-Trained Language Model. IEEE Access 9 (2021)
Heereen Shim, Stijn Luca, Dietwig Lowet, Bart Vanrumste
Data augmentation and semi-supervised learning for deep neural networks-based text classifier. SAC (2020)
Yonas Y. Tefera, Maarten Meire, Stijn Luca, Peter Karsmakers
Unsupervised Machine Learning Methods to Estimate a Health Indicator for Condition Monitoring Using Acoustic and Vibration Signals: A Comparison Based on a Toy Data Set from a Coffee Vending Machine. IoT Streams/ITEM@PKDD/ECML (2020)
Ahmed Youssef Ali Amer, Femke Wouters, Julie Vranken, Dianne de Korte-de Boer, Valérie Smit-Fun, Patrick Duflot, Marie-Hélène Beaupain, Pieter M. Vandervoort, Stijn Luca, Jean-Marie Aerts, Bart Vanrumste
Vital Signs Prediction and Early Warning Score Calculation Based on Continuous Monitoring of Hospitalised Patients Using Wearable Technology. Sensors 20 (22) (2020)
Chetanya Puri, Koustabh Dolui, Gerben Kooijman, Felipe Masculo, Shannon Van Sambeek, Sebastiaan Den Boer, Sam Michiels, Hans Hallez, Stijn Luca, Bart Vanrumste
Privacy preserving pregnancy weight gain management: demo abstract. SenSys (2019)
Chetanya Puri, Gerben Kooijman, Felipe Masculo, Shannon Van Sambeek, Sebastiaan Den Boer, Stijn Luca, Bart Vanrumste
PREgDICT : Early prediction of gestational weight gain for pregnancy care. EMBC (2019)
Stijn Luca, Marco A. F. Pimentel, Peter J. Watkinson, David A. Clifton
Point process models for novelty detection on spatial point patterns and their extremes. Comput. Stat. Data Anal. 125 (2018)
Stijn Luca, David A. Clifton, Bart Vanrumste
One-class classification of point patterns of extremes. J. Mach. Learn. Res. 17 (2016)
Greet Baldewijns, Stijn Luca, William Nagels, Bart Vanrumste, Tom Croonenborghs
Automatic detection of health changes using statistical process control techniques on measured transfer times of elderly. EMBC (2015)
Stijn Luca, Peter Karsmakers, Kris Cuppens, Tom Croonenborghs, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste
Detecting rare events using extreme value statistics applied to epileptic convulsions in children. Artif. Intell. Medicine 60 (2) (2014)
Stijn Luca, Peter Karsmakers, Bart Vanrumste
Anomaly Detection Using the Poisson Process Limit for Extremes. ICDM (2014)
Kris Cuppens, Peter Karsmakers, Anouk Van de Vel, Bert Bonroy, Milica Milosevic, Stijn Luca, Tom Croonenborghs, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste
Accelerometry-Based Home Monitoring for Detection of Nocturnal Hypermotor Seizures Based on Novelty Detection. IEEE J. Biomed. Health Informatics 18 (3) (2014)