BIOSTAT

Journal Articles

[36] Steyn, M.L., de Wet, T., De Baets, B., Luca, S. (2024).
Open-Set Recognition based on Excesses of the Contrastive-Center Loss.
Under Review with the Journal of Computational and Graphical Statistics

[35] Savery, M. and Luca, S. (2024).
Bayesian Optimal Design using integrated presence-only and presence-absence data for occupancy modelling.
Under Review with Methods in Ecology and Evolution

[34] An, L., De Baets, B. and Luca, S. (2024).
The extreme value support measure machine for group anomaly detection.
Under Review with Technometrics

[33] Van Eupen, C., Maes, D., Heremans, S., Swinnen, K.R.R., Somers, B. and Luca, S. (2024).
Integrating citizen science and multispectral satellite data for multiscale habitat management.
Biodiversity and Conservation
[ PREPRINT PDF ] doi: 10.1007/s10531-024-02812-1

[32] Steyn, M.L., de Wet, T., De Baets, B., Luca, S. (2023).
A Nearest Neighbor Open-set Classifier on Excesses of Distance Ratios.
Journal of Computational and Graphical Statistics
[ PREPRINT PDF ] doi: 10.1080/10618600.2022.2096621

[31] Getachew, M., Boeckx, P., Verheyen, K., Tolassa, K., Tack, A.J.M., Hylander, K., Luca, S., Zewdie, B., De Frenne, P. (2023).
Within and among farm variability in coffee quality in smallholder coffee farms in southwest Ethiopia.
Agroforestry Systems
[ PREPRINT PDF ] doi: 10.1007/s10457-023-00833-3

[30] Puri, C., Kooijman, G., Vanrumste, B., Luca, S. (2022).
Forecasting Time Series in Healthcare With Gaussian Processes and Dynamic Time Warping Based Subset Selection.
IEEE Journal of Biomedical and Health Informatics 26(12), 6126-37
[ PDF ] doi: 10.1109/jbhi.2022.3214343

[29] Bruneel, S., Ho, L., Van Echelpoel, W., Schoeters, A., Raat, H. Moens, T., Bermudez, R., Luca, S., Goethals, P. (2022).
Sampling errors and variability in video transects for assessment of reef fish assemblage structure and diversity.
Plos One 17(7): e0271043
[ PDF ] doi: 10.1371/journal.pone.0271043

[28] Van Eupen, C., Maes, D., Herremans, M., Swinnen, K.R.R., Somers, B., Luca, S. (2022).
Species profiles support recommendations for quality filtering of opportunistic citizen science data.
Ecological Modelling, 467, 1-11.
[ PREPRINT PDF ] doi: 10.1016/j.ecolmodel.2022.109910

[27] Puri, C., Kooijman, G., Masculo, F., Van Sambeek, S., Den Boer, S., Hua, J., Huang, N., Ma, H., Jin, Y., Ling, F., Li, G., Zhang, D., Wang, X., Luca, S., Vanrumste, Bart (2021).
A personalised bayesian approach for early intervention in gestational weight gain management towards pregnancy care.
IEEE Access, 9160946 - 57.
[ PDF ] doi: 10.1109/ACCESS.2021.3131417

[26] Shim, H., Lowet, D., Luca, S., Vanrumste, B. (2021).
LETS : a label-efficient training scheme for aspect-based sentiment analysis by using a pre-trained language model.
IEEE Access, 9, 115563-78.
[ PDF ] doi: 10.1109/access.2021.3101867

[25] De Cock, A., De Troyer, N., Eurie, MAF., Garcia Arevalo, I., Van Echelpoel, W., Jacxsens, L., Luca, S., Du Laing, G., Tack, F., Dominguez Granda, L., Goethals P.(2021).
From mangrove to fork : metal presence in the Guayas Estuary (Ecuador) and commercial mangrove crabs.
Foods, 10(8), 1880.
[ PDF ] doi: 10.3390/foods10081880

[24] Bruneel, S., Van Echelpoel, W., Ho, L.T., Raat, H., Schoeters, A., De Troyers, N., Sor, R., Ponton-Cevallos, J., Vandeputte, R., Van der heyden, C., De Saeyer, N., Forio, MAE., Bermudez, R., Dominguez-Granda, L., Luca, S., Moens, T., Goethals, P. (2021).
Assessing the drivers behind the structure and diversity of fish assemblages associated with rocky shores in the Galapagos archipelago.
Journal of Marine Science And Engineering, 9(4), 375.
[ PDF ] doi: 10.3390/jmse9040375

[23] Frans, M., Aerts, R., Ceusters, N., Luca, S. and Ceusters, J.(2021).
Possibilities of modified atmosphere packaging to prevent the occurrence of internal fruit rot in bell pepper fruit (Capsicum annuum) caused by Fusarium spp.
Postharvest Biology and Technology, 178, 111545.
[ PREPRINT PDF ] doi: 10.1016/j.postharvbio.2021.111545

[22] Van Eupen, C., Maes, D., Herremans, M., Swinnen, K.R.R., Somers, B., Luca, S. (2021).
The impact of data quality filtering of opportunistic citizen science data on species distribution model performance.
Ecological Modelling, 444, 1-11.
[ PDF ] doi: 10.1016/j.ecolmodel.2021.109453 data repository: 10.5061/dryad.jwstqjq83

[21] Amer, A.Y A., Aerts, J-M., Vanrumste, B., Luca, S. (2021).
A localised learning approach applied to human activity recognition.
IEEE Intelligent Systems. 36(3), 58-71.
[ PREPRINT PDF ] doi: 10.1109/MIS.2020.2964738

[20] Amer, A.Y A., Wouters, F., Vranken, J., de Korte-de Boer, D., Smit-Fun, V., Duflot, P., Beaupain, M-H., Vandervoort, P., Luca, S., Aerts, J-M., Vanrumste, B. (2020).
Vital Signs Prediction and Early Warning Score Calculation Based on Continuous Monitoring of Hospitalised Patients Using Wearable Technology.
Sensors, 20(22), 1-21.
[ PDF ] doi: 10.3390/s20226593

[19] Bruneel, S.P., Verhelst, P., Reubens, J., Luca, S., Coeck, J., Moens, T., Goethals, P. (2020).
Combining disciplines: dealing with observed and cryptic animal residencies in passive telemetry data by applying econometric decision-making models.
Ecological Modelling, 438, 1-12.
[ PREPRINT PDF ] doi: 10.1016/j.ecolmodel.2020.109340

[18] Luca, S., Vandercappellen, J., Claes, J. (2020).
A web-based tool to design and analyze single- and double-stage acceptance sampling plans.
Quality Engineering, 32(1), 58-74.
[ PDF ] doi: 10.1080/08982112.2019.1641207

[17] Amer, A.Y A., Vranken, J., Wouters, F., Mesotten, D., Vandervoort, P., Storms, V., Luca, S., Vanrumste, B., Aerts, J-M. (2019).
Feature Engineering for ICU Mortality Prediction Based on Hourly to Bi-Hourly Measurements.
Applied Sciences-Basel, 9((17), art.no. 3525.
[ PDF ] doi: 10.3390/app9173525

[16] Gobert, S.R L., Segers, M., Luca, S., Teixeira, R.F A., Kuhn, S., Braeke, L., Thomassen, L.C J. (2019).
Development of a continuous reactor for emulsion-based microencapsulation of hexyl acetate with a polyuria shell.
Journal of Microencapsulation, 36(4), 371-384.
[ PREPRINT PDF ] doi: 10.1080/02652048.2019.1633433

[15] Ceusters, N., Luca, S., Feil, R., Claes, J., Lunn, J.E., Van den Ende, W., Ceusters, J. (2019).
Hierarchical clustering reveals unique features in the diel dynamics of metabolites in the CAM orchid Phalaenopsis.
Journal of Experimental Botany, 70(12), 3269-3281.
[ PDF ] doi: 10.1093/jxb/erz170

[14] Frans, M., Moerkens, R., Van Gool, S., Sauviller, C., Van Laethem, S., Luca, S., Aerts, R., Ceusters, J. with Moerkens, R. (2018).
Modelling greenhouse climate factors to constrain internal fruit rot (Fusarium spp.) in bell pepper.
Journal of Plant Diseases and Protection, 125, 425-432.
[ PREPRINT PDF ] doi: 10.1007/s41348-018-0159-3

[13] Luca, S. (2018).
Modified chain sampling plans for lot inspection by variables and attributes.
Journal of Applied Statistics, 45, 1447-1464.
[ PREPRINT PDF ] doi: 10.1080/02664763.2017.1375084

[12] Luca, S.E., Pimentel, M.A F., Watkinson, P.J., Clifton, D.A. (2018).
Point process models for novelty detection on spatial point patterns and their extremes.
Computational Statistics & Data Analysis, 125, 86-103.
[ PDF ] doi: 10.1016/j.csda.2018.03.019

[11] Wynants, E., Crauwels, S., Lievens, B., Luca, S., Claes, J., Borremans, A., Bruyninckx, L., Van Campenhout, L. (2017).
Eﬀect of post-harvest starvation and rinsing on the microbial numbers and the bacterial community composition of mealworm larvae (Tenebrio molitor).
Innovative Food Science & Emerging Technologies, 42, 8-15.
[ PREPRINT PDF ] < doi: 10.1016/j.ifset.2017.06.004

[10] Luca, S., Clifton, D., Vanrumste, B. (2016).
One-class classification of point patterns of extremes.
Journal of Machine Learning Research, 17(191), 1-21.
[ PDF ]

[9] Baldewijns, G., Luca, S., Vanrumste, B., Croonenborghs, T. (2016).
Developing a system that can automatically detect health changes using transfer times of older adults.
BMC Medical Research Methodology, 16(23), 1-17.
[ PDF ] doi: 10.1186/s12874-016-0124-4

[8] Morren, S., Van Dyck, T., Mathijs, F., Luca, S., Cardinaels, R., Moldenaers, P., De Ketelaere, B., Claes, J. (2015).
Applicability of the Foodtexture Puff Device for rheological characterization of viscous food products.
Journal of Texture Studies, 4694-104.
[ PREPRINT PDF ] doi: 10.1111/jtxs.12118

[7] Cuppens, K., Karsmakers, P., Van de Vel, A., Bonroy, B., Milosevic, M., Luca, S., Croonenborghs, T., Ceulemans, B., Lagae, L., Van Huffel, S. and Vanrumste, B. (2014).
Accelerometer based home monitoring for detection of nocturnal hypermotor seizures based on novelty detection.
IEEE Journal of Biomedical and Health Informatics, 18(3), 1026-1033.
[ PREPRINT PDF ] doi: 10.1109/JBHI.2013.2285015

[6] Luca, S., Karsmakers, P., Cuppens, K., Croonenborghs, T., Van de Vel, A., Ceulemans, B., Lagae, L., Van Huffel, S. and Vanrumste, B. (2014).
Detecting rare events using extreme value statistics applied to epileptic convulsion in children.
Artificial Intelligence in Medicine, 60(2), 89-96.
[ PREPRINT PDF ] doi: 10.1016/j.artmed.2013.11.007

[5] Vandenberghe, E., Choucharina, S., Luca, S., De Baerdemaeker, J., De Ketelaere, B., Claes, J. (2014).
Spatio-temporal gradients of dry matter content and fundamental material parameters of Gouda cheese.
Journal of Food Engineering 142, 31-38.
[ PREPRINT PDF ] doi: 10.1016/j.jfoodeng.2014.05.019

[4] Luca, S., Verdyck, M., Coppens, M. (2014).
Using drop out rates to measure the performance of educational institutions.
Studies in Educational Evaluation, 40(1), 43-49.
[ PREPRINT PDF ] doi: 10.1016/j.stueduc.2013.12.001

[3] Caubergh, M., Dumortier, F., Luca, S. (2010).
Cyclicity of unbounded semi-hyperbolic 2-saddle cycles in polynomial Liénard equations.
Discrete Continuous Dynamical Systems, 27(3), 963-980.
[ PREPRINT PDF ] doi: 10.3934/dcds.2010.27.963

[2] Luca, S., Dumortier, F., Caubergh, M., Roussarie, R. (2009).
Detecting alien limit cycles near a Hamiltonian 2-saddle cycle.
Discrete Continuous Dynamical Systems, 25(4), 1081-1108.
[ PREPRINT PDF ] doi: 10.3934/dcds.2009.25.1081

[1] Luca, S., Dumortier, F. (2009).
Limit periodic sets in polynomial Liénard equations.
Qualitative Theory of Dynamical systems, 7(2), 339-366.
[ PREPRINT PDF ] doi: 10.1007/s12346-008-0019-9