Browsing by author "Van Hoecke, Sofie"
Now showing items 1-20 of 87
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A Complete Software Stack for IoT Time-Series Analysis that Combines Semantics and Machine Learning-Lessons Learned from the Dyversify Project
De Paepe, Dieter; Vanden Hautte, Sander; Steenwinckel, Bram; Moens, Pieter; Vaneessen, Jasper; Vandekerckhove, Steven; Volckaert, Bruno; Ongenae, Femke; Van Hoecke, Sofie (2021) -
A critical look at studies applying over-sampling on the TPEHGDB dataset
Vandewiele, Gilles; Dehaene, I.; Janssens, Olivier; Ongenae, Femke; De Backere, Femke; De Turck, Filip; Roelens, K.; Van Hoecke, Sofie; Demeester, Thomas (2019) -
A decision support system to follow up and diagnose primary headache patients using semantically enriched data
Vandewiele, Gilles; De Backere, Femke; Lannoye, Kiani; Vanden Berghe, Maarten; Janssens, Olivier; Van Hoecke, Sofie; Keereman, Vincent; Paemeleire, Koen; Ongenae, Femke; De Turck, Filip (2018) -
A dynamic dashboarding application for fleet monitoring using semantic web of things technologies
Vanden Hautte, Sander; Moens, Pieter; Van Herwegen, Joachim; De Paepe, Dieter; Steenwinckel, Bram; Verstichel, Stijn; Ongenae, Femke; Van Hoecke, Sofie (2020) -
A generalized matrix profile framework with support for contextual series analysis
De Paepe, Dieter; Vander Hautte, Sander; Steenwinckel, Bram; De Turck, Filip; Ongenae, Femke; Janssens, Olivier; Van Hoecke, Sofie (2020) -
A genetic algorithm for interpretable model extraction from decision tree ensembles
Vandewiele, Gilles; Lannoye, Kiani; Janssens, Olivier; Ongenae, Femke; De Turck, Filip; Van Hoecke, Sofie (2017-05) -
A microservice architecture for leak localization in water distribution networks using hybrid AI
Mazaev, Ganjour; Weyns, Michael; Moens, Pieter; Haest, Pieter Jan; Vancoillie, Filip; Vaes, Guido; Debaenst, Joeri; Waroux, Aagje; Marlein, Kris; Ongenae, Femke; Van Hoecke, Sofie (2023) -
A novel day-ahead regional and probabilistic wind power forecasting framework using deep CNNs and conformalized regression forests
Jonkers, Jef; Nieves Avendano, Diego; Van Wallendael, Glenn; Van Hoecke, Sofie (2024) -
A Semi-Supervised Approach with Monotonic Constraints for Improved Remaining Useful Life Estimation
Nieves Avendano, Diego; Ompusunggu, Agusmian Partogi; Vandemoortele, Nathan; Soete, Colin; Moens, Pieter; Deschrijver, Dirk; Van Hoecke, Sofie (2022) -
Acoustic and prosodic speech features reflect physiological stress but not isolated negative affect: a multi-paradigm study on psychosocial stressors
Kappen, Mitchel; Vanhollebeke, Gert; van der Donckt, Jonas; Van Hoecke, Sofie; Vanderhasselt, Marie-Anne (2024) -
Acoustic speech features in social comparison: how stress impacts the way you sound
Kappen, Mitchel; van der Donckt, Jonas; Vanhollebeke, Gert; Allaert, Jens; Degraeve, Vic; Madhu, Nilesh; Van Hoecke, Sofie; Vanderhasselt, Marie-Anne (2022) -
Affordable artificial intelligence-based digital pathology for neglected tropical diseases: A proof-of-concept for the detection of soil-transmitted helminths and Schistosoma mansoni eggs in Kato-Katz stool thick smears
Ward, Peter; Dahlberg, Peter; Lagatie, Ole; Larsson, Joel; Tynong, August; Vlaminck, Johnny; Zumpe, Matthias; Ame, Shaali; Ayana, Mio; Khieu, Virak; Mekonnen, Zeleke; Odiere, Maurice; Yohannes, Tsegaye; Van Hoecke, Sofie; Levecke, Bruno; Stuyver, Lieven J. (2022) -
An Incremental Grey-Box Current Regression Model for Anomaly Detection of Resistance Mash Seam Welding in Steel Mills
De Paepe, Dieter; Van Yperen-De Deyne, Andy; Defever, Jan; Van Hoecke, Sofie (2022) -
Anomaly detection and event mining in cold forming manufacturing processes
Nieves Avendano, Diego; Caljouw, D.; Deschrijver, Dirk; Van Hoecke, Sofie (2020) -
Artificial Intelligence in Infection Management in the ICU
De Corte, Thomas; De Waele, Jan; Van Hoecke, Sofie (2022) -
Assessing the added value of context during stress detection from wearable data
Stojchevska, Marija; Steenwinckel, Bram; Van Der Donckt, Jonas; De Brouwer, Mathias; Goris, Annelies; De Turck, Filip; Van Hoecke, Sofie; Ongenae, Femke (2022) -
Automated assessment of bone age using deep learning and Gaussian process regression
Van Steenkiste, Tom; Ruyssinck, Joeri; Janssens, Olivier; Vandersmissen, Baptist; Vandecasteele, Florian; Devolder, Pieter; Achten, Eric; Van Hoecke, Sofie; Deschrijver, Dirk; Dhaene, Tom (2018) -
Automated extraction of rules and knowledge from risk analyses: a ventilation unit demo
Steenwinckel, Bram; Heyvaert, Pieter; De Paepe, Dieter; Janssens, Olivier; Vanden Hautte, Sander; Dimou, Anastasia; De Turck, Filip; Van Hoecke, Sofie; Ongenae, Femke (2018-10) -
Bayesian Convolutional Neural Networks for Remaining Useful Life Prognostics of Solenoid Valves With Uncertainty Estimations
Mazaev, Tamir; Crevecoeur, Guillaume; Van Hoecke, Sofie (2021) -
Benchmarking Whole Knowledge Graph Embedding Techniques
Bonte, Pieter; Vanden Hautte, Sander; De Turck, Filip; Van Hoecke, Sofie; Ongenae, Femke (2024)