Stijn Luca

发表

Detecting hypermotor seizures using extreme value statistics

Sabine Van Huffel, Bart Vanrumste, Peter Karsmakers, 2012 .

Prediction of clinical foot characteristics using quantitative features from different measurement set-ups

Kris Cuppens, Stijn Luca, Louis Peeraer, 2015 .

Healthcare Decision Support Systems at Home

Bart Vanrumste, Peter Karsmakers, Stijn Luca, 2014, AAAI 2014.

Automatic detection of health changes using statistical process control techniques on measured transfer times of elderly

Bart Vanrumste, Stijn Luca, Tom Croonenborghs, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

An approach using extreme value statistics to detect rare movement events in a bio-medical dataset

Sabine Van Huffel, Bart Vanrumste, Peter Karsmakers, 2013 .

Rare event detection in healthcare using extreme value statistics

Peter Karsmakers, Stijn Luca, Bart Vanrumste, 2015 .

One-class classification of point patterns of extremes

Bart Vanrumste, David A. Clifton, Stijn Luca, 2016, J. Mach. Learn. Res..

Vital Signs Prediction and Early Warning Score Calculation Based on Continuous Monitoring of Hospitalised Patients Using Wearable Technology

Bart Vanrumste, Jean-Marie Aerts, Ahmed Youssef Ali Amer, 2020, Sensors.

Anomaly Detection Using the Poisson Process Limit for Extremes

Bart Vanrumste, Peter Karsmakers, Stijn Luca, 2014, 2014 IEEE International Conference on Data Mining.

Accelerometry-Based Home Monitoring for Detection of Nocturnal Hypermotor Seizures Based on Novelty Detection

Sabine Van Huffel, Bart Vanrumste, Peter Karsmakers, 2014, IEEE Journal of Biomedical and Health Informatics.

Modified chain sampling plans for lot inspection by variables and attributes

Stijn Luca, Stijn Luca, 2018 .

Combining disciplines: Dealing with observed and cryptic animal residencies in passive telemetry data by applying econometric decision-making models

Stijn Luca, Jan Reubens, Peter Goethals, 2020, Ecological Modelling.

Detecting rare events using extreme value statistics applied to epileptic convulsions in children

Sabine Van Huffel, Bart Vanrumste, Peter Karsmakers, 2014, Artif. Intell. Medicine.

Feature selection for unbiased imputation of missing values: A case study in healthcare

Paul Hamelmann, Bart Vanrumste, Stijn Luca, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Building blocks of a task-oriented dialogue system in the healthcare domain

Bart Vanrumste, Stijn Luca, Heereen Shim, 2021, NLPMC.

LETS: A Label-Efficient Training Scheme for Aspect-Based Sentiment Analysis by Using a Pre-Trained Language Model

Bart Vanrumste, Stijn Luca, Heereen Shim, 2021, IEEE Access.

Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text

Bart Vanrumste, Stijn Luca, Heereen Shim, 2021, WNUT.

A personalised bayesian approach for early intervention in gestational weight gain management towards pregnancy care

Bart Vanrumste, Stijn Luca, Chetanya Puri, 2021, IEEE Access.

Gestational weight gain prediction using privacy preserving federated learning

Bart Vanrumste, Hans Hallez, Sam Michiels, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Developing a system that can automatically detect health changes using transfer times of older adults

Bart Vanrumste, Stijn Luca, Tom Croonenborghs, 2016, BMC Medical Research Methodology.

Point process models for novelty detection on spatial point patterns and their extremes

David A. Clifton, Peter J. Watkinson, Stijn Luca, 2018, Comput. Stat. Data Anal..