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2020 – today
- 2024
[j39]Pieter Bonte
, Sander Vanden Hautte, Filip De Turck, Sofie Van Hoecke, Femke Ongenae:
Benchmarking Whole Knowledge Graph Embedding Techniques. Int. J. Softw. Eng. Knowl. Eng. 34(1): 163-184 (2024)- [c56]Arian Kashefi, Kyana Bosschaerts, Stephen Murphy, Sofie Van Hoecke, Mariek Vanden Abeele, Lieven De Marez, Femke Ongenae, Peter Conradie:
Unlocking the Potential of mHealth for Smoking Cessation: An Expert Viewpoint. HCI (54) 2024: 59-79 - [c55]Jarne Verhaeghe, Thomas De Corte, Jan J. De Waele, Femke Ongenae, Sofie Van Hoecke:
Designing a Pharmacokinetic Machine Learning Model for Optimizing Beta-Lactam Antimicrobial Dosing in Critically Ill Patients. ICMHI 2024: 311-317 - [i21]Jonas Van Der Donckt, Nicolas Vandenbussche, Jeroen Van Der Donckt, Stephanie Chen, Marija Stojchevska, Mathias De Brouwer, Bram Steenwinckel, Koen Paemeleire, Femke Ongenae, Sofie Van Hoecke:
Addressing Data Quality Challenges in Observational Ambulatory Studies: Analysis, Methodologies and Practical Solutions for Wrist-worn Wearable Monitoring. CoRR abs/2401.13518 (2024) - [i20]Jef Jonkers, Jarne Verhaeghe, Glenn Van Wallendael, Luc Duchateau, Sofie Van Hoecke:
Conformal Monte Carlo Meta-learners for Predictive Inference of Individual Treatment Effects. CoRR abs/2402.04906 (2024) - [i19]Jef Jonkers, Glenn Van Wallendael, Luc Duchateau, Sofie Van Hoecke:
Conformal Predictive Systems Under Covariate Shift. CoRR abs/2404.15018 (2024) - [i18]Jeroen Van Der Donckt, Jonas Van Der Donckt, Sofie Van Hoecke:
Magnitude and Rotation Invariant Detection of Transportation Modes with Missing Data Modalities. CoRR abs/2407.11048 (2024) - [i17]Jonas Van Der Donckt, Jeroen Van Der Donckt, Sofie Van Hoecke:
Left-Right Swapping and Upper-Lower Limb Pairing for Robust Multi-Wearable Workout Activity Detection. CoRR abs/2408.03947 (2024) - [i16]Jarne Verhaeghe, Jef Jonkers, Sofie Van Hoecke:
Conformal Prediction for Dose-Response Models with Continuous Treatments. CoRR abs/2409.20412 (2024) - 2023
- [j38]Matthias Van Onsem, Veerle Ledoux, W. Mélange, Dennis Dreesen, Sofie Van Hoecke:
Variable Length Motif Discovery in Time Series Data. IEEE Access 11: 73754-73766 (2023) - [j37]M. Jeroen Van Der Donckt, Jonas Van Der Donckt, Emiel Deprost, Nicolas Vandenbussche, Michaël Rademaker, Gilles Vandewiele, Sofie Van Hoecke:
Do not sleep on traditional machine learning: Simple and interpretable techniques are competitive to deep learning for sleep scoring. Biomed. Signal Process. Control. 81: 104429 (2023) - [j36]Bram Steenwinckel, Mathias De Brouwer, Marija Stojchevska, Filip De Turck, Sofie Van Hoecke, Femke Ongenae:
TALK: Tracking Activities by Linking Knowledge. Eng. Appl. Artif. Intell. 122: 106076 (2023) - [j35]Jarne Verhaeghe, Thomas De Corte, Christopher M. Sauer, Tom Hendriks, Olivier W. M. Thijssens, Femke Ongenae, Paul W. G. Elbers, Jan J. De Waele, Sofie Van Hoecke:
Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients. Int. J. Medical Informatics 175: 105086 (2023) - [j34]David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke:
Context-aware deep learning with dynamically assembled weight matrices. Inf. Fusion 100: 101908 (2023) - [j33]Mathias De Brouwer, Bram Steenwinckel, Ziye Fang, Marija Stojchevska, Pieter Bonte, Filip De Turck, Sofie Van Hoecke, Femke Ongenae:
Context-aware query derivation for IoT data streams with DIVIDE enabling privacy by design. Semantic Web 14(5): 893-941 (2023) - [j32]Jelle Vanhaeverbeke, Emiel Deprost, Pieter Bonte, Matthias Strobbe, Jelle Nelis, Bruno Volckaert, Femke Ongenae, Steven Verstockt, Sofie Van Hoecke:
Real-Time Estimation and Monitoring of COVID-19 Aerosol Transmission Risk in Office Buildings. Sensors 23(5): 2459 (2023) - [j31]Marija Stojchevska, Mathias De Brouwer, Martijn Courteaux, Femke Ongenae, Sofie Van Hoecke:
From Lab to Real World: Assessing the Effectiveness of Human Activity Recognition and Optimization through Personalization. Sensors 23(10): 4606 (2023) - [j30]David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke:
Parameter Efficient Neural Networks With Singular Value Decomposed Kernels. IEEE Trans. Neural Networks Learn. Syst. 34(9): 5682-5692 (2023) - [c54]Pieter Moens, Bavo Andriessen, Merlijn Sebrechts, Bruno Volckaert, Sofie Van Hoecke:
Edge Anomaly Detection Framework for AIOps in Cloud and IoT. CLOSER 2023: 204-211 - [c53]Thomas T. Kok, Willemijn Groenendaal, Dolores Blanco-Almazán, Lien Lijnen, Christophe Smeets, David Ruttens, John F. Morales, Tom Dhaene, Femke Ongenae, Sofie Van Hoecke, Dirk Deschrijver:
Comparator Model for Detecting Changes in the Ease of Breathing of COPD Patients. KDH@IJCAI 2023 - [c52]Sandeep Ramachandra, David Vander Mijnsbrugge, Pieter-Jan Lammertyn, Stijn Dupulthys, Femke Ongenae, Sofie Van Hoecke:
Tree Visualization of Patient Information for Explainability of AI Outputs. VOILA@ISWC 2023: 63-69 - [c51]Tom Windels, Wout Slabbinck, Pieter Bonte, Stijn Verstichel, Pieter Colpaert, Sofie Van Hoecke, Femke Ongenae:
LDESTS: Enabling Efficient Storage and Querying of Large Volumes of Time Series Data on Solid Pods. ISWC (Posters/Demos/Industry) 2023 - [c50]Jeroen Van Der Donckt, Jonas Van Der Donckt, Michaël Rademaker, Sofie Van Hoecke:
MinMaxLTTB: Leveraging MinMax-Preselection to Scale LTTB. IEEE VIS (Short Papers) 2023: 21-25 - [i15]Jonas Van Der Donckt, M. Jeroen Van Der Donckt, Michaël Rademaker, Sofie Van Hoecke:
Data Point Selection for Line Chart Visualization: Methodological Assessment and Evidence-Based Guidelines. CoRR abs/2304.00900 (2023) - [i14]M. Jeroen Van Der Donckt, Jonas Van Der Donckt, Michaël Rademaker, Sofie Van Hoecke:
MinMaxLTTB: Leveraging MinMax-Preselection to Scale LTTB. CoRR abs/2305.00332 (2023) - [i13]M. Jeroen Van Der Donckt, Jonas Van Der Donckt, Sofie Van Hoecke:
tsdownsample: high-performance time series downsampling for scalable visualization. CoRR abs/2307.05389 (2023) - 2022
- [j29]Matthias Van Onsem, Dieter De Paepe, Sander Vanden Hautte, Pieter Bonte, Veerle Ledoux, Annelies Lejon, Femke Ongenae, Dennis Dreesen, Sofie Van Hoecke:
Hierarchical pattern matching for anomaly detection in time series. Comput. Commun. 193: 75-81 (2022) - [j28]Mathias De Brouwer, Nicolas Vandenbussche, Bram Steenwinckel, Marija Stojchevska, Jonas Van Der Donckt, Vic Degraeve, Jasper Vaneessen, Filip De Turck, Bruno Volckaert, Paul Boon, Koen Paemeleire, Sofie Van Hoecke, Femke Ongenae:
mBrain: towards the continuous follow-up and headache classification of primary headache disorder patients. BMC Medical Informatics Decis. Mak. 22(1): 87 (2022) - [j27]Jarne Verhaeghe, Sofie A. M. Dhaese, Thomas De Corte, David Vander Mijnsbrugge, Heleen Aardema, Jan G. Zijlstra, Alain G. Verstraete, Véronique Stoven, Pieter Colin, Femke Ongenae, Jan J. De Waele, Sofie Van Hoecke:
Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients. BMC Medical Informatics Decis. Mak. 22(1): 224 (2022) - [j26]Marija Stojchevska, Bram Steenwinckel, Jonas Van Der Donckt, Mathias De Brouwer, Annelies Goris, Filip De Turck, Sofie Van Hoecke, Femke Ongenae:
Assessing the added value of context during stress detection from wearable data. BMC Medical Informatics Decis. Mak. 22(1): 268 (2022) - [j25]Diego Nieves Avendano, Nathan Vandermoortele, Colin Soete, Pieter Moens, Agusmian Partogi Ompusunggu, Dirk Deschrijver, Sofie Van Hoecke:
A Semi-Supervised Approach with Monotonic Constraints for Improved Remaining Useful Life Estimation. Sensors 22(4): 1590 (2022) - [j24]Jonas Van Der Donckt, M. Jeroen Van Der Donckt, Emiel Deprost, Sofie Van Hoecke:
tsflex: Flexible time series processing & feature extraction. SoftwareX 17: 100971 (2022) - [c49]Ganjour Mazaev, Michael Weyns, Filip Vancoillie, Guido Vaes, Femke Ongenae, Sofie Van Hoecke:
Leak localization in Water Distribution Networks By Directly Fitting the Learning Parameters of a Gaussian Naive Bayes Classifier. IEEE Big Data 2022: 4854-4859 - [c48]Bram Steenwinckel, Mathias De Brouwer, Marija Stojchevska, M. Jeroen Van Der Donckt, Jelle Nelis, Joeri Ruyssinck, Joachim van der Herten, Koen Casier, Jan Van Ooteghem, Pieter Crombez, Filip De Turck, Sofie Van Hoecke, Femke Ongenae:
Data Analytics for Health and Connected Care: Ontology, Knowledge Graph and Applications. PervasiveHealth 2022: 344-360 - [c47]Kyana Bosschaerts, Jeroen Stragier, Bram Steenwinckel, Lieven De Marez, Sofie Van Hoecke, Femke Ongenae:
Design of a Social Chatbot with Gamification for user Profiling and Smoking Trigger Detection. PervasiveHealth 2022: 636-650 - [c46]Jarne Verhaeghe, M. Jeroen Van Der Donckt, Femke Ongenae, Sofie Van Hoecke:
Powershap: A Power-Full Shapley Feature Selection Method. ECML/PKDD (1) 2022: 71-87 - [c45]Jonas Van Der Donckt, Jeroen Van Der Donckt, Emiel Deprost, Sofie Van Hoecke:
Plotly-Resampler: Effective Visual Analytics for Large Time Series. IEEE VIS (Short Papers) 2022: 21-25 - [c44]Mathias De Brouwer, Nicolas Vandenbussche, Bram Steenwinckel, Marija Stojchevska, Jonas Van Der Donckt, Vic Degraeve, Filip De Turck, Koen Paemeleire, Sofie Van Hoecke, Femke Ongenae:
Towards Knowledge-Driven Symptom Monitoring & Trigger Detection of Primary Headache Disorders. WWW (Companion Volume) 2022: 264-268 - [i12]Vic Degraeve, Gilles Vandewiele, Femke Ongenae, Sofie Van Hoecke:
R-GCN: The R Could Stand for Random. CoRR abs/2203.02424 (2022) - [i11]Jarne Verhaeghe, M. Jeroen Van Der Donckt, Femke Ongenae, Sofie Van Hoecke:
Powershap: A Power-full Shapley Feature Selection Method. CoRR abs/2206.08394 (2022) - [i10]Jonas Van Der Donckt, M. Jeroen Van Der Donckt, Emiel Deprost, Sofie Van Hoecke:
Plotly-Resampler: Effective Visual Analytics for Large Time Series. CoRR abs/2206.08703 (2022) - [i9]M. Jeroen Van Der Donckt, Jonas Van Der Donckt, Emiel Deprost, Nicolas Vandenbussche, Michaël Rademaker, Gilles Vandewiele, Sofie Van Hoecke:
Do Not Sleep on Linear Models: Simple and Interpretable Techniques Outperform Deep Learning for Sleep Scoring. CoRR abs/2207.07753 (2022) - [i8]Sandeep Ramachandra, Gilles Vandewiele, David Vander Mijnsbrugge, Femke Ongenae, Sofie Van Hoecke:
Perfectly predicting ICU length of stay: too good to be true. CoRR abs/2211.05597 (2022) - 2021
- [j23]Gilles Vandewiele, Isabelle Dehaene, György Kovács, Lucas Sterckx, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester:
Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling. Artif. Intell. Medicine 111: 101987 (2021) - [j22]Bram Steenwinckel, Dieter De Paepe, Sander Vanden Hautte, Pieter Heyvaert, Mohamed Bentefrit, Pieter Moens, Anastasia Dimou, Bruno Van Den Bossche, Filip De Turck, Sofie Van Hoecke, Femke Ongenae:
FLAGS: A methodology for adaptive anomaly detection and root cause analysis on sensor data streams by fusing expert knowledge with machine learning. Future Gener. Comput. Syst. 116: 30-48 (2021) - [j21]Tamir Mazaev, Guillaume Crevecoeur, Sofie Van Hoecke:
Bayesian Convolutional Neural Networks for Remaining Useful Life Prognostics of Solenoid Valves With Uncertainty Estimations. IEEE Trans. Ind. Informatics 17(12): 8418-8428 (2021) - [e1]Yuxiao Dong, Georgiana Ifrim, Dunja Mladenic, Craig Saunders, Sofie Van Hoecke:
Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - European Conference, ECML PKDD 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part V. Lecture Notes in Computer Science 12461, Springer 2021, ISBN 978-3-030-67669-8 [contents] - [i7]Jonas Van Der Donckt, M. Jeroen Van Der Donckt, Emiel Deprost, Sofie Van Hoecke:
tsflex: flexible time series processing & feature extraction. CoRR abs/2111.12429 (2021) - 2020
- [j20]Dieter De Paepe, Sander Vanden Hautte, Bram Steenwinckel, Filip De Turck, Femke Ongenae, Olivier Janssens, Sofie Van Hoecke:
A generalized matrix profile framework with support for contextual series analysis. Eng. Appl. Artif. Intell. 90: 103487 (2020) - [j19]Lucas Sterckx, Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester:
Clinical information extraction for preterm birth risk prediction. J. Biomed. Informatics 110: 103544 (2020) - [j18]Sander Vanden Hautte, Pieter Moens, Joachim Van Herwegen, Dieter De Paepe, Bram Steenwinckel, Stijn Verstichel, Femke Ongenae, Sofie Van Hoecke:
A Dynamic Dashboarding Application for Fleet Monitoring Using Semantic Web of Things Technologies. Sensors 20(4): 1152 (2020) - [j17]Pieter Moens, Vincent Bracke, Colin Soete, Sander Vanden Hautte, Diego Nieves Avendano, Ted Ooijevaar, Steven Devos, Bruno Volckaert, Sofie Van Hoecke:
Scalable Fleet Monitoring and Visualization for Smart Machine Maintenance and Industrial IoT Applications. Sensors 20(15): 4308 (2020) - [c43]Dieter De Paepe, Sofie Van Hoecke:
Mining Recurring Patterns in Real-Valued Time Series using the Radius Profile. ICDM 2020: 984-989 - [c42]Pieter Bonte, Sander Vanden Hautte, Annelies Lejon, Veerle Ledoux, Filip De Turck, Sofie Van Hoecke, Femke Ongenae:
Unsupervised Anomaly Detection for Communication Networks: An Autoencoder Approach. IoT Streams/ITEM@PKDD/ECML 2020: 160-172 - [i6]Gilles Vandewiele, Isabelle Dehaene, György Kovács, Lucas Sterckx, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Johan Decruyenaere, Sofie Van Hoecke, Thomas Demeester:
Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling. CoRR abs/2001.06296 (2020)
2010 – 2019
- 2019
- [j16]Olivier Janssens, Mia Loccufier, Sofie Van Hoecke:
Thermal Imaging and Vibration-Based Multisensor Fault Detection for Rotating Machinery. IEEE Trans. Ind. Informatics 15(1): 434-444 (2019) - [c41]Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Sofie Van Hoecke, Thomas Demeester:
Time-to-Birth Prediction Models and the Influence of Expert Opinions. AIME 2019: 286-291 - [c40]Gilles Vandewiele, Isabelle Dehaene, Olivier Janssens, Femke Ongenae, Femke De Backere, Filip De Turck, Kristien Roelens, Sofie Van Hoecke, Thomas Demeester:
A Critical Look at Studies Applying Over-Sampling on the TPEHGDB Dataset. AIME 2019: 355-364 - [c39]Wannes De Groote, Edward Kikken, Srajan Goyal, Sofie Van Hoecke, Erik Hostens, Guillaume Crevecoeur:
Hybrid derivative functions for identification of unknown loads and physical parameters with application on slider-crank mechanism. AIM 2019: 1049-1054 - [c38]Dieter De Paepe, Olivier Janssens, Sofie Van Hoecke:
Eliminating Noise in the Matrix Profile. ICPRAM 2019: 83-93 - [c37]Dieter De Paepe, Diego Nieves Avendano, Sofie Van Hoecke:
Implications of Z-Normalization in the Matrix Profile. ICPRAM (Revised Selected Papers) 2019: 95-118 - [c36]Tamir Mazaev, Olivier Janssens, Dirk Van Gheel, Lieve Lanoye, Sofie Van Hoecke:
Interpretable detection of unstable smart TV usage from power state logs. ICDM 2019: 191-200 - [c35]Femke Ongenae, Iman Cocquyt, Kevin Claerhout, Kirsten Colpaert, Sofie Van Hoecke:
NAOMI: INformation Application fOr Relatives of Patients AdMitted to the ICU. ISWC (Satellites) 2019: 169-172 - [i5]Wannes De Groote, Edward Kikken, Erik Hostens, Sofie Van Hoecke, Guillaume Crevecoeur:
Neural Network Augmented Physics Models for Systems with Partially Unknown Dynamics: Application to Slider-Crank Mechanism. CoRR abs/1910.12212 (2019) - 2018
- [j15]Ann DeSmet, Sara Bastiaensens, Katrien Van Cleemput, Karolien Poels, Heidi Vandebosch, G. Deboutte, Laura Herrewijn, Steven Malliet, Sara Pabian, Frederik Van Broeckhoven, Olga De Troyer, Gaetan Deglorie, Sofie Van Hoecke, Koen Samyn, Ilse De Bourdeaudhuij:
The efficacy of the Friendly Attac serious digital game to promote prosocial bystander behavior in cyberbullying among young adolescents: A cluster-randomized controlled trial. Comput. Hum. Behav. 78: 336-347 (2018) - [j14]Gilles Vandewiele, Femke De Backere, Kiani Lannoye, Maarten Vanden Berghe, Olivier Janssens, Sofie Van Hoecke, Vincent Keereman, Koen Paemeleire, Femke Ongenae, Filip De Turck:
A decision support system to follow up and diagnose primary headache patients using semantically enriched data. BMC Medical Informatics Decis. Mak. 18(1): 98:1-98:15 (2018) - [j13]Elena Smets, Emmanuel Rios Velazquez, Giuseppina Schiavone, Imen Chakroun, Ellie D'Hondt, Walter De Raedt, Jan Cornelis, Olivier Janssens, Sofie Van Hoecke, Stephan Claes, Ilse Van Diest, Chris Van Hoof:
Large-scale wearable data reveal digital phenotypes for daily-life stress detection. npj Digit. Medicine 1 (2018) - [c34]Mijung Kim, Ho-min Park, Jasper Zuallaert, Olivier Janssens, Sofie Van Hoecke, Wesley De Neve:
Computer-Aided Diagnosis and Localization of Glaucoma Using Deep Learning. BIBM 2018: 2357-2362 - [c33]Tom Van Steenkiste, Joeri Ruyssinck, Olivier Janssens, Baptist Vandersmissen, Florian Vandecasteele, Pieter Devolder, Eric Achten, Sofie Van Hoecke, Dirk Deschrijver, Tom Dhaene:
Automated Assessment of Bone Age Using Deep Learning and Gaussian Process Regression. EMBC 2018: 674-677 - [c32]Diego Nieves Avendano, Joeri Ruyssinck, Steven Vandekerckhove, Sofie Van Hoecke, Dirk Deschrijver:
Data-driven Optimization of Energy Efficiency and Comfort in an Apartment. IEEE Conf. on Intelligent Systems 2018: 174-182 - [c31]Bram Steenwinckel, Pieter Heyvaert, Dieter De Paepe, Olivier Janssens, Sander Vanden Hautte, Anastasia Dimou, Filip De Turck, Sofie Van Hoecke, Femke Ongenae:
Towards Adaptive Anomaly Detection and Root Cause Analysis by Automated Extraction of Knowledge from Risk Analyses. SSN@ISWC 2018: 17-31 - [c30]Bram Steenwinckel, Pieter Heyvaert, Dieter De Paepe, Olivier Janssens, Sander Vanden Hautte, Anastasia Dimou, Filip De Turck, Sofie Van Hoecke, Femke Ongenae:
Automated Extraction of Rules and Knowledge from Risk Analyses: a Ventilation Unit Demo. ISWC (P&D/Industry/BlueSky) 2018 - [i4]Mijung Kim, Olivier Janssens, Ho-min Park, Jasper Zuallaert, Sofie Van Hoecke, Wesley De Neve:
Web Applicable Computer-aided Diagnosis of Glaucoma Using Deep Learning. CoRR abs/1812.02405 (2018) - 2017
- [j12]Ruben Verborgh, Dörthe Arndt, Sofie Van Hoecke, Jos De Roo, Giovanni Mels, Thomas Steiner, Joaquim Gabarró:
The pragmatic proof: Hypermedia API composition and execution. Theory Pract. Log. Program. 17(1): 1-48 (2017) - [c29]Gaetan Deglorie, Rian Goossens, Sofie Van Hoecke, Peter Lambert:
Extensible Multi-domain Generation of Virtual Worlds using Blackboards. VISIGRAPP (1: GRAPP) 2017: 82-92 - [c28]Gilles Vandewiele, Kiani Lannoye, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke:
A Genetic Algorithm for Interpretable Model Extraction from Decision Tree Ensembles. PAKDD (Workshops) 2017: 104-115 - 2016
- [j11]Olivier Janssens, Nymfa Noppe, Christof Devriendt, Rik Van de Walle, Sofie Van Hoecke:
Data-driven multivariate power curve modeling of offshore wind turbines. Eng. Appl. Artif. Intell. 55: 331-338 (2016) - [c27]Olivier Janssens, Mathieu Rennuy, Steven Devos, Mia Loccufier, Rik Van de Walle, Sofie Van Hoecke:
Towards intelligent lubrication control: Infrared thermal imaging for oil level prediction in bearings. CCA 2016: 1330-1335 - [i3]Gilles Vandewiele, Olivier Janssens, Femke Ongenae, Filip De Turck, Sofie Van Hoecke:
GENESIM: genetic extraction of a single, interpretable model. CoRR abs/1611.05722 (2016) - 2015
- [c26]Gaetan Deglorie, Koen Samyn, Peter Lambert, Rik Van de Walle, Sofie Van Hoecke:
Procedural Animation of Human Interaction using Inverse Kinematics and Fuzzy Logic. GRAPP 2015: 340-347 - [c25]Koen Samyn, Gaetan Deglorie, Peter Lambert, Rik Van de Walle, Sofie Van Hoecke:
Generating Non-linear Narrative for Serious Games with Scenario Templates. GRAPP 2015: 523-530 - [c24]Sofie Van Hoecke, Cynric Huys, Olivier Janssens, Ruben Verborgh, Rik Van de Walle:
Dynamic Monitoring Dashboards Through Composition of Web and Visualization Services. IoT 360 (2) 2015: 465-474 - [c23]Viktor Slavkovikj, Steven Verstockt, Wesley De Neve, Sofie Van Hoecke, Rik Van de Walle:
Hyperspectral Image Classification with Convolutional Neural Networks. ACM Multimedia 2015: 1159-1162 - [c22]Sofie Van Hoecke, Koen Samyn, Gaétan Deglorie, Olivier Janssens, Peter Lambert, Rik Van de Walle:
Enabling Control of 3D Visuals, Scenarios and Non-linear Gameplay in Serious Game Development Through Model-Driven Authoring. SGAMES 2015: 103-110 - [p1]Olivier Janssens, Rik Van de Walle, Sofie Van Hoecke:
A Learning Based Approach for Real-Time Emotion Classification of Tweets. Applications of Social Media and Social Network Analysis 2015: 125-142 - [i2]Ruben Verborgh, Dörthe Arndt, Sofie Van Hoecke, Jos De Roo, Giovanni Mels, Thomas Steiner, Joaquim Gabarró:
The Pragmatic Proof: Hypermedia API Composition and Execution. CoRR abs/1512.07780 (2015) - 2014
- [j10]Steven Verstockt, Sofie Van Hoecke, Pieterjan De Potter, Peter Lambert, Charles-Frederik Hollemeersch, Bart Sette, Bart Merci, Rik Van de Walle:
Multi-modal time-of-flight based fire detection. Multim. Tools Appl. 69(2): 313-338 (2014) - [c21]Viktor Slavkovikj, Steven Verstockt, Wesley De Neve, Sofie Van Hoecke, Rik Van de Walle:
Image-Based Road Type Classification. ICPR 2014: 2359-2364 - [c20]Olivier Janssens, Steven Verstockt, Erik Mannens, Sofie Van Hoecke, Rik Van de Walle:
Influence of Weak Labels for Emotion Recognition of Tweets. MIKE 2014: 108-118 - [c19]Olivier Janssens, Koen Samyn, Rik Van de Walle, Sofie Van Hoecke:
Educational virtual game scenario generation for serious games. SeGAH 2014: 1-8 - [i1]Koen Samyn, Sofie Van Hoecke, Bart Pieters, Charles-Frederik Hollemeersch, Aljosha Demeulemeester, Rik Van de Walle:
Real-time animation of human characters with fuzzy controllers. CoRR abs/1410.1130 (2014) - 2013
- [j9]Steven Verstockt, Tarek Beji, Pieterjan De Potter, Sofie Van Hoecke, Bart Sette, Bart Merci, Rik Van de Walle:
Video driven fire spread forecasting (f) using multi-modal LWIR and visual flame and smoke data. Pattern Recognit. Lett. 34(1): 62-69 (2013) - [c18]Olivier Janssens, Maarten Slembrouck, Steven Verstockt, Sofie Van Hoecke, Rik Van de Walle:
Real-time emotion classification of Tweets. ASONAM 2013: 1430-1431 - [c17]Olivier Janssens, Jonas De Vylder, Jan Aelterman, Steven Verstockt, Wilfried Philips, Dominique Van Der Straeten, Sofie Van Hoecke, Rik Van de Walle:
Leaf segmentation and parallel phenotyping for the analysis of gene networks in plants. EUSIPCO 2013: 1-5 - [c16]Viktor Slavkovikj, Pieterjan De Potter, Steven Verstockt, Wesley De Neve, Sofie Van Hoecke, Rik Van de Walle:
Visitor-art interaction by motion path detection. DSP 2013: 1-6 - [c15]Steven Verstockt, Olivier Janssens, Sofie Van Hoecke, Rik Van de Walle:
Spatio-temporal Video Retrieval by Animated Sketching. VISAPP (1) 2013: 723-728 - 2012
- [j8]Kristof Steurbaut, Kirsten Colpaert, Sofie Van Hoecke, Sabrina Steurbaut, Chris Danneels, Johan Decruyenaere, Filip De Turck:
Design and Evaluation of a Service Oriented Architecture for Paperless ICU Tarification. J. Medical Syst. 36(3): 1403-1416 (2012) - [j7]Steven Verstockt, Chris Poppe, Sofie Van Hoecke, Charles-Frederik Hollemeersch, Bart Merci, Bart Sette, Peter Lambert, Rik Van de Walle:
Silhouette-based multi-sensor smoke detection - Coverage analysis of moving object silhouettes in thermal and visual registered images. Mach. Vis. Appl. 23(6): 1243-1262 (2012) - [c14]Ruben Verborgh, Vincent Haerinck, Thomas Steiner, Davy Van Deursen, Sofie Van Hoecke, Jos De Roo, Rik Van de Walle, Joaquim Gabarró:
Functional Composition of Sensor Web APIs. SSN 2012: 65-80 - 2011
- [c13]Steven Verstockt, Pieterjan De Potter, Sofie Van Hoecke, Peter Lambert, Rik Van de Walle:
Multi-sensor fire detection using visual and time-of-flight imaging. ICME 2011: 1-6 - 2010
- [j6]Anna Hristoskova, Dieter Moeyersoon, Sofie Van Hoecke, Stijn Verstichel, Johan Decruyenaere, Filip De Turck:
Dynamic composition of medical support services in the ICU: Platform and algorithm design details. Comput. Methods Programs Biomed. 100(3): 248-264 (2010) - [j5]Bas Boone, Sofie Van Hoecke, Gregory van Seghbroeck, Niels Joncheere, Viviane Jonckers, Filip De Turck, Chris Develder, Bart Dhoedt:
SALSA: QoS-aware load balancing for autonomous service brokering. J. Syst. Softw. 83(3): 446-456 (2010) - [j4]Kirsten Colpaert, Sem Vanbelleghem, Christian Danneels, Dominique Benoit, Kristof Steurbaut, Sofie Van Hoecke, Filip De Turck, Johan Decruyenaere:
Has information technology finally been adopted in Flemish intensive care units? BMC Medical Informatics Decis. Mak. 10: 62 (2010) - [c12]Steven Verstockt, Alexander Vanoosthuyse, Sofie Van Hoecke, Peter Lambert, Rik Van de Walle:
Multi-sensor Fire Detection by Fusing Visual and Non-visual Flame Features. ICISP 2010: 333-341
2000 – 2009
- 2009
- [c11]Kristof Steurbaut, Sofie Van Hoecke, Kristof Taveirne, Kristof Lamont, Filip De Turck, Kirsten Colpaert, Pieter Depuydt, Dominique Benoit, Chris Danneels, Johan Decruyenaere:
Design of Software Services for Computer-Based Infection Control and Antibiotic Management in the Intensive Care Unit. eTELEMED 2009: 87-92 - [c10]Sofie Van Hoecke, Kristof Steurbaut, Yannick Beheyt, Frederik Debruyne, Bart Dhoedt, Johan Decruyenaere, Filip De Turck:
Automatic WS-BPEL Composition of Medical Support Services in the ICU. eTELEMED 2009: 251-256 - 2008
- [j3]Bruno Van Den Bossche, Sofie Van Hoecke, Chris Danneels, Johan Decruyenaere, Bart Dhoedt, Filip De Turck:
Design of a JAIN SLEE/ESB-based platform for routing medical data in the ICU. Comput. Methods Programs Biomed. 91(3): 265-277 (2008) - [c9]Niels Joncheere, Bart Verheecke, Viviane Jonckers, Sofie Van Hoecke, Gregory van Seghbroeck, Bart Dhoedt:
Web Service Composition Using the Web Services Management Layer. WEBIST (1) 2008: 109-116 - 2007
- [j2]Filip De Turck, Johan Decruyenaere, Pieter Thysebaert, Sofie Van Hoecke, Bruno Volckaert, Chris Danneels, Kirsten Colpaert, Georges De Moor:
Design of a flexible platform for execution of medical decision support agents in the intensive care unit. Comput. Biol. Medicine 37(1): 97-112 (2007) - [j1]Stijn Verstichel, Sofie Van Hoecke, Matthias Strobbe, Steven Van den Berghe, Filip De Turck, Bart Dhoedt, Piet Demeester, Frederik Vermeulen:
Ontology-driven middleware for next-generation train backbones. Sci. Comput. Program. 66(1): 4-24 (2007) - [c8]Sofie Van Hoecke, Kristof Taveirne, Filip De Turck, Bart Dhoedt:
Dynamic Selection of Interactive eHomeCare Services. ICPS 2007: 367-372 - [c7]Bart J. F. De Smet, Kristof Steurbaut, Sofie Van Hoecke, Filip De Turck, Bart Dhoedt:
Dynamic Workflow Instrumentation for Windows Workflow Foundation. ICSEA 2007: 11 - [c6]Kristof Steurbaut, Sofie Van Hoecke, Kirsten Colpaert, Chris Danneels, Johan Decruyenaere, Filip De Turck:
Granularity of Medical Software Agents in ICU -Trade-off Performance versus Flexibility. IDC 2007: 207-216 - [c5]Sofie Van Hoecke, Kristof Taveirne, Stein Desmet, Brecht Claerhout, Filip De Turck, Bart Dhoedt:
Secure and Dynamic Client Environment for Interactive eHomeCare. Software Engineering Research and Practice 2007: 478-483 - 2006
- [c4]Stijn Verstichel, Sofie Van Hoecke, Matthias Strobbe, Steven Van den Berghe, Filip De Turck, Frederik Vermeulen, Piet Demeester:
Ontology-Driven Middleware for Next-Generation Train Backbones. Software Engineering Research and Practice 2006: 743-749 - [c3]Sofie Van Hoecke, Kristof Taveirne, Koen De Proft, Filip De Turck, Bart Dhoedt:
Web Services-based Middleware for QoS Brokering of Media Content Delivery Services. SWWS 2006: 129-136 - 2005
- [c2]Sofie Van Hoecke, Wouter Haerick, Gregory De Jans, Filip De Turck, Eric Laermans, Bart Dhoedt, Piet Demeester:
Design and Implementation of a Secure Media Content Delivery Broker Architecture. ISWS 2005: 3-9 - [c1]Sofie Van Hoecke, Tom Verdickt, Filip De Turck, Bart Dhoedt, Piet Demeester:
Modeling the performance of the Web service platform using Layered Queueing Networks. Software Engineering Research and Practice 2005: 627-633
Coauthor Index
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