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- 2027
- Conformal risk control for trustworthy parasite egg detection in microscopy stool images (2027) ARTIFICIAL INTELLIGENCE APPLICATIONS AND INNOVATIONS, AIAI 2026, PT I. In IFIP Advances in Information and Communication Technology 792. p.353-369
- 2026
- Personalized Workflows for Building Permit Applications (2026) Proceedings of the Digital Building Permit Conference 2025 (DBP25). In Lecture Notes in Civil Engineering 820. p.299-312
- Label space reduction for transductive zero-shot classification with large language models (2026) DISCOVER COMPUTING. 29(1).
- Inductive conformal prediction for guaranteed class-label coverage in object detection (2026) JOURNAL OF IMAGING. 12(8).
- Conformal prediction for dose-response models with continuous treatments (2026) INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. 197.
- Data-driven slip prediction in web processing machines using virtual sensors and ensemble machine learning (2026) SENSORS. 26(9).
- Beyond binary AKI classification : development and external validation of a distributional model predicting serum creatinine and urine output trajectories in ICU patients (2026) CRITICAL CARE. 30(1).
- Exploratory decoding of TMS-EEG : predicting TEP response to intermittent and continuous theta burst stimulation (2026) NEUROIMAGE. 334.
- OnlineNeuro : active online learning for effective exploration of neural simulation parameters (2026) SOFTWAREX. 34.
- Calibrated regression-as-classification for probabilistic forecasting (2026) Proceedings of the AISTATS 2026 workshop. Towards trustworthy predictions : theory and applications of calibration for modern AI.
- An artificial intelligence-powered digital pathology platform to support large-scale deworming programs against soil-transmitted helminthiasis and intestinal schistosomiasis in resource-limited settings (2026) PLOS NEGLECTED TROPICAL DISEASES. 20(3).
- Mobile technology for just-in-time prediction of depression : a scoping review (2026) NATURE MENTAL HEALTH. 4(5). p.851-869
- Reliable uncertainty quantification for 2D/3D anatomical landmark localization using multi-output conformal prediction (2026) MEDICAL IMAGE ANALYSIS. 110.
- Cardiac vagal tone is associated with physical activity but not with depressive symptoms, work stress, and social support : a large‐scale 10‐year follow‐up study (2026) APPLIED PSYCHOLOGY-HEALTH AND WELL BEING. 18(1).
- Toward context-aware anomaly detection for AIOps in microservices using dynamic knowledge graphs (2026) IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. 23. p.1970-1988
- Using machine learning to predict patient-reported symptom clusters in prostate cancer patients receiving radiotherapy (2026) HEALTH AND QUALITY OF LIFE OUTCOMES. 24(1).
- 2025
- Toward an mHealth app for early detection of relapse in remitted depressed individuals : a focus group study on user requirements and concerns (2025) Etmaal van de Communicatiewetenschap 2025, Abstracts.
- Improved IOL power calculation with femtosecond laser enhanced refractive outcome prediction (2025) TRANSLATIONAL VISION SCIENCE & TECHNOLOGY. 14(11).
- Towards trustful machine learning for antimicrobial therapy using an explainable artificial intelligence dashboard (2025) APPLIED SCIENCES-BASEL. 15(20).
- Impact of window sizes and sensor quality on MCSA for misalignment fault detection (2025) INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY. 141(12). p.6179-6194
- Requirements and concerns of individuals remitted from depression for an early relapse detection mHealth app : focus group study (2025) JMIR MHEALTH AND UHEALTH. 13.
- Designing a just-in-time adaptive intervention with trigger detection and a generative chatbot : smoking cessation use case (2025) DIGITAL HEALTH. 11.
- Quality in color : using knowledge graphs for enhanced quality control in an automotive paintshop (2025) SEMANTIC WEB-ISWC 2024, PT III. In Lecture notes in computer science 15233. p.236-252
- Another brick in the wall : leveraging feature extraction and ensemble learning for building data classification (2025) COMPANION PROCEEDINGS OF THE ACM WEB CONFERENCE 2025, WWW COMPANION 2025. p.3030-3034
- VisCARS : knowledge graph-based context-aware recommender system for time-series data visualization and monitoring dashboards (2025) IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS. 31(9). p.4728-4745
- Supporting intraoperative margin assessment using deep learning for automatic tumour segmentation in breast lumpectomy micro-PET-CT (2025) NPJ BREAST CANCER. 11(1).
- Cross-room CO2-based presence detection for occupancy profiling (2025) IEEE ACCESS. 13. p.120917-120930
- Detecting soil-transmitted helminth and Schistosoma mansoni eggs in Kato-Katz stool smear microscopy images : a comprehensive in- and out-of-distribution evaluation of YOLOv7 variants (2025) PLOS NEGLECTED TROPICAL DISEASES. 19(7).
- Explainable knowledge graph embeddings for industrial process monitoring & control (2025) INFORMATION FUSION. 123.
- Enabling cross-context learning with knowledge graphs for anomaly detection in communications networks (2025) JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT. 33(4).
- Causalteshap : discerning predictive from prognostic features for treatment effect analysis (2025) INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS. 16. p.7487-7507
- RR-GCN : exploring untrained random embeddings for relational graphs (2025) INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING. 35(6). p.809-834
- Landmarker : a toolkit for anatomical landmark localization in 2D/3D images (2025) SOFTWAREX. 30.
- Tracking migraine symptoms : a longitudinal comparison of smartphone-based headache diaries and clinical interviews (2025) NEUROLOGY INTERNATIONAL. 17(3).
- Uncovering the potential of smartphones for behavior monitoring during migraine follow-up (2025) BMC MEDICAL INFORMATICS AND DECISION MAKING. 25(1).
- Analysis of free-living daytime movement in patients with migraine with access to acute treatment (2025) JOURNAL OF HEADACHE AND PAIN. 26(1).
- tsdownsample : high-performance time series downsampling for scalable visualization (2025) SOFTWAREX. 29.
- Interpretable machine learning models for COPD ease of breathing estimation (2025) MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING. 63(5). p.1481-1495
- 2024
- Scalable table-to-knowledge graph matching from metadata using LLMs (2024) SemTab 2024 : Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2024 : proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 23rd International Semantic Web Conference (ISWC 2024). In CEUR workshop proceedings 3889. p.54-68
- A comprehensive evaluation of an artificial intelligence based digital pathology to monitor large-scale deworming programs against soil-transmitted helminths : a study protocol (2024) PLOS ONE. 19(10).
- A semi-supervised anomaly detection approach for detecting mechanical failures (2024) AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING. 38.
- Point of interest recognition and tracking in aerial video during live cycling broadcasts (2024) APPLIED SCIENCES-BASEL. 14(20).
- Left-right swapping and upper-lower limb pairing for robust multi-wearable workout activity detection (2024) COMPANION OF THE 2024 ACM INTERNATIONAL JOINT CONFERENCE ON PERVASIVE AND UBIQUITOUS COMPUTING, UBICOMP COMPANION 2024. p.545-550
- Magnitude and rotation invariant detection of transportation modes with missing data modalities (2024) COMPANION OF THE 2024 ACM INTERNATIONAL JOINT CONFERENCE ON PERVASIVE AND UBIQUITOUS COMPUTING, UBICOMP COMPANION 2024. p.597-602
- Conformal predictive systems under covariate shift (2024) 13TH SYMPOSIUM ON CONFORMAL AND PROBABILISTIC PREDICTION WITH APPLICATIONS. In Proceedings of Machine Learning Research 230. p.406-423
- Designing a pharmacokinetic machine learning model for optimizing beta-lactam antimicrobial dosing in critically ill patients (2024) ICMHI '24 : Proceedings of the 2024 8th International Conference on Medical and Health Informatics. p.311-317
- Mitigating data quality challenges in ambulatory wrist-worn wearable monitoring through analytical and practical approaches (2024) SCIENTIFIC REPORTS. 14(1).
- Unsupervised transfer learning across different data modalities for bearing's speed identification (2024) INTERNATIONAL JOURNAL OF ACOUSTICS AND VIBRATION. 29(2). p.175-186
- Unlocking the potential of mHealth for smoking cessation : an expert viewpoint (2024) HUMAN-CENTERED DESIGN, OPERATION AND EVALUATION OF MOBILE COMMUNICATIONS, PT I, MOBILE 2024. In Lecture Notes in Computer Science 14737. p.59-79
- Unlocking the potential of smartphone and ambient sensors for ADL detection (2024) SCIENTIFIC REPORTS. 14(1).
- Acoustic and prosodic speech features reflect physiological stress but not isolated negative affect : a multi-paradigm study on psychosocial stressors (2024) SCIENTIFIC REPORTS. 14(1).
- A novel day-ahead regional and probabilistic wind power forecasting framework using deep CNNs and conformalized regression forests (2024) APPLIED ENERGY. 361.
- Patients with chronic cluster headache may show reduced activity energy expenditure on ambulatory wrist actigraphy recordings during daytime attacks (2024) BRAIN AND BEHAVIOR. 14(1).
- Ecologically valid speech collection in behavioral research : the Ghent Semi-spontaneous Speech Paradigm (GSSP) (2024) BEHAVIOR RESEARCH METHODS. 56(6). p.5693-5708
- Benchmarking whole knowledge graph embedding techniques (2024) INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING. 34(1). p.163-184
- 2023
- Expectations and readiness of ICU physicians to use AI in clinical practice : a multicentre survey study (2023) ESICM, 36th Annual congress, Abstracts.
- Towards artificial intelligence as a decision support tool to combat AMR in the ICU (2023) ICU MANAGEMENT. 23(4). p.144-147
- Transfer learning for anomaly detection using bearings' vibration signals (2023) INTERNATIONAL JOURNAL OF ACOUSTICS AND VIBRATION. 28(4). p.420-434
- MinMaxLTTB : leveraging MinMax-preselection to scale LTTB (2023) 2023 IEEE Visualization and Visual Analytics (VIS). In IEEE Visualization Conference p.21-25
- Edge anomaly detection framework for AIOps in Cloud and IoT (2023) PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND SERVICES SCIENCE, CLOSER 2023. In CLOSER p.204-211
- Tryp : a dataset of microscopy images of unstained thick blood smears for trypanosome detection (2023) SCIENTIFIC DATA. 10(1).
- LDESTS : enabling efficient storage and querying of large volumes of time series data on solid pods (2023) Posters, Demos, and Industry Tracks at ISWC 2023 : proceedings of the ISWC 2023 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice (ISWC-Posters-Demos-Industry 2023). In CEUR workshop proceedings 3632.
- Comparator model for detecting changes in the ease of breathing of COPD patients (2023) KDH@IJCAI 2023 : Knowledge Discovery from Healthcare Data 2023 : proceedings of the 6th International Workshop on Knowledge Discovery from Healthcare Data. In CEUR workshop proceedings 3479.
- Tree visualization of patient information for explainability of AI outputs (2023) VOILA! 2023 Visualization and Interaction for Ontologies, Linked Data and Knowledge Graphs 2023. In CEUR Workshop Proceedings 3508. p.63-69
- Parameter efficient neural networks with singular value decomposed kernels (2023) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 34(9). p.5682-5692
- Context-aware deep learning with dynamically assembled weight matrices (2023) INFORMATION FUSION. 100.
- Context-aware query derivation for IoT data streams with DIVIDE enabling privacy by design (2023) SEMANTIC WEB. 14(5). p.893-941
- From lab to real world : assessing the effectiveness of human activity recognition and optimization through personalization (2023) SENSORS. 23(10).
- Leak localization in water distribution networks using GIS-Enhanced autoencoders (2023) URBAN WATER JOURNAL. 20(7). p.859-881
- Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients (2023) INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS. 175.
- Pathogen-based target attainment of optimized continuous infusion dosing regimens of piperacillin-tazobactam and meropenem in surgical ICU patients : a prospective single center observational study (2023) ANNALS OF INTENSIVE CARE. 13(1).
- Data analytics for health and connected care : ontology, knowledge graph and applications (2023) PERVASIVE COMPUTING TECHNOLOGIES FOR HEALTHCARE, PERVASIVEHEALTH 2022. In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 488. p.344-360
- A microservice architecture for leak localization in water distribution networks using hybrid AI (2023) JOURNAL OF HYDROINFORMATICS. 25(3). p.851-866
- TALK : tracking activities by linking knowledge (2023) ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 122.
- Real-time estimation and monitoring of COVID-19 aerosol transmission risk in office buildings (2023) SENSORS. 23(5).
- Design of a social chatbot with gamification for user profiling and smoking trigger detection (2023) PERVASIVE COMPUTING TECHNOLOGIES FOR HEALTHCARE, PERVASIVEHEALTH 2022. In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 488. p.636-650
- Do not sleep on traditional machine learning simple and interpretable techniques are competitive to deep learning for sleep scoring (2023) BIOMEDICAL SIGNAL PROCESSING AND CONTROL. 81.
- Probabilistic leak localization in water distribution networks using a hybrid data-driven and model-based approach (2023) WATER SUPPLY. 23(1). p.162-178
- Powershap : a power-full shapley feature selection method (2023) MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT I. In Lecture Notes in Computer Science 13713. p.71-87
- 2022
- Towards knowledge-driven symptom monitoring & trigger detection of primary headache disorders (2022) COMPANION PROCEEDINGS OF THE WEB CONFERENCE 2022, WWW 2022 COMPANION. p.264-268
- Leak localization in water distribution networks by directly fitting the learning parameters of a Gaussian naive Bayes classifier (2022) 2022 IEEE International Conference on Big Data (Big Data). p.4854-4859
- The development of an artificial intelligence-based digital pathology for neglected tropical diseases : a platform specific analysis of the World Health Organization diagnostic target product profile for soil-transmitted helminthiasis (2022) FRONTIERS IN TROPICAL DISEASES. 3.
- NAOMI platform optimizes communication with relatives of patients (2022) EmP : 1st RADar conference on Engineer meets Physician, Proceedings.
- From self-reporting to monitoring for improved migraine management (2022) EmP : 1st RADar conference on Engineer meets Physician, Proceedings.
- Predicting patient-reported symptom clusters in prostate cancer patients : a machine learning approach (2022) EUROPEAN UROLOGY. In European Urology 81(Supplement 1). p.S1687-S1688
- Plotly-resampler : effective visual analytics for large time series (2022) 2022 IEEE VISUALIZATION CONFERENCE - SHORT PAPERS (VIS). In IEEE Visualization Conference p.21-25
- Acoustic speech features in social comparison : how stress impacts the way you sound (2022) SCIENTIFIC REPORTS. 12(1).
- Hybrid machine learning for leak localization in the drinking water grid (2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.
- Context-aware visualization recommendations reduce decision overload for operators (2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.
- A semi-supervised anomaly detection approach detecting mechanical failures (2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.
- PowerShap : a power-full Shapley feature selection method (2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.
- Assessing the added value of context during stress detection from wearable data (2022) BMC MEDICAL INFORMATICS AND DECISION MAKING. 22(1).
- Hierarchical pattern matching for anomaly detection in time series (2022) COMPUTER COMMUNICATIONS. 193. p.75-81
- Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients (2022) BMC MEDICAL INFORMATICS AND DECISION MAKING. 22(1).
- 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 (2022) PLOS NEGLECTED TROPICAL DISEASES. 16(6).
- mBrain : towards the continuous follow-up and headache classification of primary headache disorder patients (2022) BMC MEDICAL INFORMATICS AND DECISION MAKING. 22(1).
- Artificial intelligence in infection management in the ICU (2022) CRITICAL CARE. 26(1).
- tsflex : flexible time series processing & feature extraction (2022) SOFTWAREX. 17.
- An incremental grey-box current regression model for anomaly detection of resistance mash seam welding in steel mills (2022) APPLIED SCIENCES-BASEL. 12(2).
- A semi-supervised approach with monotonic constraints for improved remaining useful life estimation (2022) SENSORS. 22(4).
- Prediction of follower jumps in cam-follower mechanisms : the benefit of using physics-inspired features in recurrent neural networks (2022) MECHANICAL SYSTEMS AND SIGNAL PROCESSING. 166.
- Physics-based neural network models for prediction of cam-follower dynamics beyond nominal operations (2022) IEEE-ASME TRANSACTIONS ON MECHATRONICS. 27(4). p.2345-2355
- Neural network augmented physics models for systems with partially unknown dynamics : application to slider-crank mechanism (2022) IEEE-ASME TRANSACTIONS ON MECHATRONICS. 27(1). p.103-114
- 2021
- Machine learning and knowledge discovery in databases : applied data science and demo track : European conference, ECML PKDD 2020 : proceedings : part V Yuxiao Dong, Georgiana Ifrim, Dunja Mladenić, Craig Saunders and Sofie Van Hoecke UGent (2021) In Lecture Notes in Computer Science 12461.
- A complete software stack for IoT time-series analysis that combines semantics and machine learning-lessons learned from the dyversify project (2021) APPLIED SCIENCES-BASEL. 11(24).
- Event-driven dashboarding and feedback for improved event detection in predictive maintenance applications (2021) APPLIED SCIENCES-BASEL. 11(21).
- Bayesian convolutional neural networks for remaining useful life prognostics of solenoid valves with uncertainty estimations (2021) IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. 17(12). p.8418-8428
- Overly optimistic prediction results on imbalanced data : a case study of flaws and benefits when applying over-sampling (2021) ARTIFICIAL INTELLIGENCE IN MEDICINE. 111.
- FLAGS : a methodology for adaptive anomaly detection and root cause analysis on sensor data streams by fusing expert knowledge with machine learning (2021) FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE. 116. p.30-48
- Anomaly detection and event mining in cold forming manufacturing processes (2021) INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY. 115(3). p.837-852
- 2020
- Mining recurring patterns in real-valued time series using the radius profile (2020) 2020 IEEE International Conference on Data Mining (ICDM). In Proceedings (IEEE International Conference on Data Mining) p.984-989
- Unsupervised anomaly detection for communication networks : an autoencoder approach (2020) IoT streams for data-driven predictive maintenance and IoT, edge, and mobile for embedded machine learning. In Communications in Computer and Information Science 1325. p.160-172
- Clinical information extraction for preterm birth risk prediction (2020) JOURNAL OF BIOMEDICAL INFORMATICS. 110.
- Scalable fleet monitoring and visualization for smart machine maintenance and industrial IoT applications (2020) SENSORS. 20(15).
- Data-driven prognostics of alternating current solenoid valves (2020) 2020 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-BESANCON 2020). In Prognostics and System Health Management Conference p.109-115
- A generalized matrix profile framework with support for contextual series analysis (2020) ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 90.
- A dynamic dashboarding application for fleet monitoring using semantic web of things technologies (2020) SENSORS. 20(4).
- Implications of Z-normalization in the matrix profile (2020) Pattern recognition applications and methods, 8th International Conference, ICPRAM 2019, Prague, Czech Republic, February 19-21, 2019, Revised Selected Papers. In Lecture Notes in Computer Science 11996. p.95-118
- 2019
- Smart machine maintenance enabled by a condition monitoring living lab (2019) IFAC PAPERSONLINE. 52(15). p.376-381
- Hybrid derivative functions for identification of unknown loads and physical parameters with application on slider-crank mechanism (2019) 2019 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM). In IEEE ASME International Conference on Advanced Intelligent Mechatronics p.1049-1054
- Interpretable detection of unstable smart TV usage from power state logs (2019) Advances in data mining, applications and theoretical aspects : 19th Industrial Conference on Data Mining (ICDM 2019) : proceedings. p.191-200
- Towards diagnosis of rotator cuff tears in 3-D MRI using 3-D convolutional neural networks (2019) Workshop on Computational Biology at the International Conference on Machine Learning, Proceedings.
- A critical look at studies applying over-sampling on the TPEHGDB dataset (2019) ARTIFICIAL INTELLIGENCE IN MEDICINE, AIME 2019. In Lecture Notes in Artificial Intelligence 11526. p.355-364
- Time-to-birth prediction models and the influence of expert opinions (2019) ARTIFICIAL INTELLIGENCE IN MEDICINE, AIME 2019. In Lecture Notes in Computer Science 11526. p.286-291
- Medinoid : computer-aided diagnosis and localization of glaucoma using deep learning (2019) APPLIED SCIENCES-BASEL. 9(15).
- A convolutional neural network aided physical model improvement for AC solenoid valves diagnosis (2019) 2019 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-PARIS). In Prognostics and System Health Management Conference p.223-227
- Eliminating noise in the matrix profile (2019) ICPRAM: PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION APPLICATIONS AND METHODS. p.84-93
- Thermal imaging and vibration-based multisensor fault detection for rotating machinery (2019) IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. 15(1). p.434-444
- 2018
- Data-driven optimization of energy efficiency and comfort in an apartment (2018) 2018 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS (IS). p.174-182
- Computer-aided diagnosis and localization of glaucoma using deep learning (2018) PROCEEDINGS 2018 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM). In IEEE International Conference on Bioinformatics and Biomedicine-BIBM p.2357-2362
- Web applicable computer-aided diagnosis of glaucoma using deep learning (2018) 32nd Conference on Neural Information Processing Systems (NeurIPS 2018). p.1-5
- Large-scale wearable data reveal digital phenotypes for daily-life stress detection (2018) NPJ DIGITAL MEDICINE. 1. p.1-10
- Towards adaptive anomaly detection and root cause analysis by automated extraction of knowledge from risk analyses (2018) Proceedings of the 9th international semantic sensor networks workshop, co-located with 17th international semantic web conference (ISWC 2018). In CEUR Workshop Proceedings 2213. p.17-31
- A decision support system to follow up and diagnose primary headache patients using semantically enriched data (2018) BMC MEDICAL INFORMATICS AND DECISION MAKING. 18.
- Automated assessment of bone age using deep learning and Gaussian process regression (2018) 2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). p.674-677
- Automated extraction of rules and knowledge from risk analyses : a ventilation unit demo (2018) Proceedings of the ISWC 2018 posters & demonstrations, industry and blue sky ideas tracks, co-located with 17th international Semantic Web conference (ISWC 2018). In CEUR Workshop Proceedings 2180.
- Serious game development and dynamic tailoring through model-driven authoring (2018) EDULEARN18: 10TH INTERNATIONAL CONFERENCE ON EDUCATION AND NEW LEARNING TECHNOLOGIES. In EDULEARN Proceedings p.7928-7932
- Context-aware stress detection (2018) p.1-1
- Psychometric data of a questionnaire to measure cyberbullying bystander behavior and its behavioral determinants among adolescents (2018) DATA IN BRIEF. 18. p.1588-1595
- Deep learning for infrared thermal image based machine health monitoring (2018) IEEE-ASME TRANSACTIONS ON MECHATRONICS. 23(1). p.151-159
- Extended FTLD pedigree segregating a Belgian GRN-null mutation : neuropathological heterogeneity in one family (2018) ALZHEIMERS RESEARCH & THERAPY. 10.
- The efficacy of the friendly attac serious digital game to promote prosocial bystander behavior in cyberbullying among young adolescents : a cluster-randomized controlled trial (2018) COMPUTERS IN HUMAN BEHAVIOR. 78. p.336-347
- 2017
- A genetic algorithm for interpretable model extraction from decision tree ensembles (2017) Trends and applications in knowledge discovery and data mining, 2017. In Lecture Notes in Artificial Intelligence 10526. p.104-115
- Data-driven imbalance and hard particle detection in rotating machinery using infrared thermal imaging (2017) INFRARED PHYSICS & TECHNOLOGY. 82. p.28-39
- The efficacy of the Friendly Attac serious digital game to promote prosocial bystander behavior in cyberbullying among young adolescents : a cluster-randomized controlled trial (2017) 3rd UCL Centre for Behaviour Change Digital Health Conference 2017. In Frontiers in Public Health. Conference Abstract p.12-13
- Extensible multi-domain generation of Virtual Worlds using blackboards (2017) PROCEEDINGS OF THE 12TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS (VISIGRAPP 2017), VOL 1. p.82-92
- The pragmatic proof : hypermedia API composition and execution (2017) THEORY AND PRACTICE OF LOGIC PROGRAMMING. 17(1). p.1-48
- 2016
- The Friendly ATTAC game: an intervention aimed at the promotion of positive bystander behavior in cyberbullying among adolescents: examining the role of player experience and player behavior (2016) International Communication Association Game Studies Pre-conference, Abstracts.
- The efficacy of a serious game aimed at the promotion of positive bystander behavior in cyberbullying among adolescents: examining the role of player experience and player behavior (2016)
- The Friendly ATTAC game: an intervention aimed at adolescent bystander behavior in cyberbullying (2016) Meaningful Play, Conference abstracts.
- GENESIM : genetic extraction of a single, interpretable model (2016) p.1-6
- The efficacy of a serious game aimed at the promotion of positive bystander behavior in cyberbullying among adolescents: examining the role of player experience and player behavior (2016) Meaningful Play, International academic conference, Abstracts.
- Data-driven multivariate power curve modeling of offshore wind turbines (2016) ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 55. p.331-338
- Towards intelligent lubrication control : infrared thermal imaging for oil level prediction in bearings (2016) 2016 IEEE CONFERENCE ON CONTROL APPLICATIONS (CCA). In IEEE International Conference on Control Applications p.1330-1335
- Enabling control of 3D visuals, scenarios and non-linear gameplay in serious game development through model-driven authoring (2016) Lecture Notes of the Institute for Computer Sciences Social Informatics and Telecommunications Engineering. In Lecture Notes of the Institute for Computer Sciences Social Informatics and Telecommunications Engineering 161. p.103-110
- Convolutional neural network based fault detection for rotating machinery (2016) JOURNAL OF SOUND AND VIBRATION. 377. p.331-345
- Dynamic monitoring dashboards through composition of web and visualisation services (2016) INTERNET OF THINGS: IOT INFRASTRUCTURES, IOT 360, PT II. In Lecture Notes of the Institute for Computer Sciences Social Informatics and Telecommunications Engineering 170. p.465-474
- Unsupervised spectral sub-feature learning for hyperspectral image classification (2016) INTERNATIONAL JOURNAL OF REMOTE SENSING. 37(2). p.309-326
- 2015
- Learning TCP protocol fundamentals using innovative TCP flow toolbox (2015) ICERI2015: 8TH INTERNATIONAL CONFERENCE OF EDUCATION, RESEARCH AND INNOVATION. In ICERI proceedings p.6731-6737
- Towards thermal imaging based condition monitoring in offshore wind turbines (2015) 13th International Workshop on Advanced Infrared Technology and Applications. p.291-295
- Hyperspectral image classification with convolutional neural networks (2015) MM'15: PROCEEDINGS OF THE 2015 ACM MULTIMEDIA CONFERENCE. p.1159-1162
- Thermal image based fault diagnosis for rotating machinery (2015) INFRARED PHYSICS & TECHNOLOGY. 73. p.78-87
- Infrared and vibration based bearing fault detection using neural networks (2015) 13th International Workshop on Advanced Infrared Technology and Applications, Proceedings. p.220-223
- A learning based approach for real-time emotion classification of tweets (2015) Applications of social media and social network analysis. In Lecture Notes in Social Networks p.125-142
- Generating non-linear Narrative for serious games with scenario templates (2015) International Conference on Computer Graphics Theory and Applications, Proceedings. p.523-530
- Procedural animation of human interaction using inverse kinematics and fuzzy logic (2015) International Conference on Computer Graphics Theory and Applications, Proceedings. p.340-347
- 2014
- Outer raceway fault detection and localization for deep groove ball bearings by using thermal imaging (2014) 11th European Conference on Non-Destructive Testing, Proceedings.
- Thermal imaging for monitoring rolling element bearings (2014) 12th International conference on Quantitative InfraRed Thermography, Proceedings.
- Influence of weak labels for emotion recognition of tweets (2014) Mining Intelligence and Knowledge Exploration. p.108-118
- Educational virtual game scenario generation for serious games (2014) Serious Games and Applications for Health, Proceedings. p.1-8
- Image-based road type classification (2014) International Conference on Pattern Recognition. p.2359-2364
- Review of wildfire detection using social media (2014) FIRE SAFETY JOURNAL. 68. p.109-118
- SAMuS : service-oriented architecture for multisensor surveillance in smart homes (2014) SCIENTIFIC WORLD JOURNAL. 2014.
- Multi-modal time-of-flight based fire detection (2014) MULTIMEDIA TOOLS AND APPLICATIONS. 69(2). p.313-338
- 2013
- Real-time emotion classification of tweets (2013) 2013 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM). p.1430-1431
- Visitor-art interaction by motion path detection (2013) 2013 18TH INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING (DSP).
- Real-time emotion classification of tweets (2013) IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Abstracts.
- Leaf segmentation and parallel phenotyping for the analysis of gene networks in plants (2013) 2013 Proceedings of the 21st European signal processing conference (Eusipco).
- A multi-modal video analysis approach for car park fire detection (2013) FIRE SAFETY JOURNAL. 57. p.44-57
- Spatio-temporal video retrieval by animated sketching (2013) International Conference om Computer Vision Theory and Applications, Proceedings. 1. p.723-728
- Video driven fire spread forecasting (f) using multi-modal LWIR and visual flame and smoke data (2013) PATTERN RECOGNITION LETTERS. 34(1). p.62-69
- 2012
- Functional composition of sensor web APIs (2012) International Workshop on Semantic Sensor Networks, Abstracts.
- Real-time animation of human characters with fuzzy controllers (2012) Computer Graphics International, Proceedings. p.1-4
- Design and evaluation of a service oriented architecture for paperless ICU tarification (2012) JOURNAL OF MEDICAL SYSTEMS. 36(3). p.1403-1416
- Impact of real-time electronic alerting of acute kidney injury on therapeutic intervention and progression of RIFLE class (2012) CRITICAL CARE MEDICINE. 40(4). p.1164-1170
- Silhouette-based multi-sensor smoke detection: coverage analysis of moving object silhouettes in thermal and visual registered images (2012) MACHINE VISION AND APPLICATIONS. 23(6). p.1243-1262
- 2011
- Tunnel simulator for traffic video detection (2011) SIMUL 2011 : the third international conference on advances in system simulation. p.57-62
- Multi-sensor fire detection using visual and time-of-flight imaging (2011) IEEE International Conference on Multimedia and Expo.
- Large-scale performance evaluation of e-homecare architectures using the WS-NS simulator (2011) METHODS OF INFORMATION IN MEDICINE. 50(5). p.408-419
- Future directions for video fire detection (2011) Fire Safety Science. p.529-542
- Efficient management of hybrid clouds (2011) Cloud Computing 2011 : the second international conference on cloud computing, GRIDs, and virtualization. p.167-172
- Fire cube: a multi-view localization framework for 3D fire analysis (2011) FIRE SAFETY JOURNAL. 46(5). p.262-275
- Silhouette coverage analysis for multi-modal video surveillance (2011) Progress in Electromagnetics Research Symposium. p.1279-1283
- Hot topics in video fire surveillance (2011) Video Surveillance. p.443-458
- 2010
- Has information technology finally been adopted in Flemish intensive care units? (2010) BMC MEDICAL INFORMATICS AND DECISION MAKING. 10.
- Prolonging the battery lifetime for mobile health applications in the ICU (2010) Medicine 2.0 '10 : abstract booklet.
- Multi-sensor fire detection by fusing visual and LWIR flame feature (2010) ICGST INTERNATIONAL JOURNAL ON GRAPHICS, AND IMAGE PROCESSING. 10(6). p.43-50
- Assistive smartphone for people with special needs: the personal social assistant (2010) Medicine 2.0 '10 : abstract booklet. p.69-69
- Dynamic composition of medical support services in the ICU: platform and algorithm design details (2010) COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. 100(3). p.248-264
- Multi-sensor fire detection by fusing visual and non-visual flame features (2010) LECTURE NOTES IN COMPUTER SCIENCE. In Lecture Notes in Computer Science 6134. p.333-341
- SALSA: QoS-aware load balancing for autonomous service brokering (2010) JOURNAL OF SYSTEMS AND SOFTWARE. 83(3). p.446-456
- Use of web services for computerized medical decision support, including infection control and antibiotic management, in the intensive care unit (2010) JOURNAL OF TELEMEDICINE AND TELECARE. 16(1). p.25-29
- Design and implementation of a secure and user-friendly broker platform supporting the end-to-end provisioning of e-homecare services (2010) JOURNAL OF TELEMEDICINE AND TELECARE. 16(1). p.42-47
- 2009
- SALSA: QoS-aware load balancing for autonomous service brokering (2009) UGent-FirW Doctoraatssymposium, 10e. p.64-65
- Has information technology finally been adopted in intensive care units? (2009) INTENSIVE CARE MEDICINE. 35(suppl. 1). p.235-235
- Design and implementation of a secure and user-friendly broker platform supporting the end-to-end provisioning of e-homecare services (2009) Supporting Health by Technology II : abstracts symposium. p.26-26
- Using web services for computerized medical decision support including infection control and antibiotic management in the intensive care unit (2009) Supporting Health by Technology II : abstracts symposium. p.18-18
- Efficient service management in healthcare (2009)
- Design of software services for computer-based infection control and antibiotic management in the intensive care unit (2009) INTERNATIONAL CONFERENCE ON EHEALTH, TELEMEDICINE, AND SOCIAL MEDICINE: ETELEMED 2009, PROCEEDINGS. p.87-92
- Automatic WS-BPEL composition of medical support services in the ICU (2009) INTERNATIONAL CONFERENCE ON EHEALTH, TELEMEDICINE, AND SOCIAL MEDICINE: ETELEMED 2009, PROCEEDINGS. p.251-256
- 2008
- Web service composition using the Web Services Management Layer (2008) WEBIST 2008: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON WEB INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1. 1. p.109-116
- Design and optimization of medical decision support services (2008) UGent-FirW Doctoraatssymposium, 9e. p.138-139
- Service-oriented subscription management of medical decision data in the intensive care unit (2008) METHODS OF INFORMATION IN MEDICINE. 47(4). p.364-380
- Design of a JAIN SLEE/ESB-based platform for routing medical data in the ICU (2008) COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. 91(3). p.265-277
- Granularity of medical software agents in ICU: trade-off performance versus flexibility (2008) Studies in Computational Intelligence. 78. p.207-216
- 2007
- Dynamic selection of interactive eHomeCare services (2007) 2007 IEEE international conference on pervasive services. p.367-372
- Implementation of a real-time electronic alert based on the rifle criteria for acute kidney injury in ICU patients (2007) ACTA CLINICA BELGICA. 62. p.322-325
- Dynamic workflow instrumentation for Windows workflow foundation (2007) ICSEA2007, the 2nd International Conference on Software Engineering Advances.
- Secure and dynamic client environment for interactive eHomeCare (2007) Proceedings of SERP2007, the 2007 International Conference on Software Engineering Research & Practice (part of the 2007 World Congress in Computer Science, Computer Engineering, and Applied Computing). p.478-483
- Ontology-driven middleware for next-generation train backbones (2007) SCIENCE OF COMPUTER PROGRAMMING. 66(1). p.4-24
- Design of a flexible platform for execution of medical decision support agents in the intensive care unit (2007) COMPUTERS IN BIOLOGY AND MEDICINE. 37(1). p.97-112
- 2006
- Platform for intelligent agent subscription in ICU (2006) Proceedings (online) of MEDNET2006, the World Congress on Internet in Medicine.
- Broker architecture for intelligent agent subscription in ICU (abstract) (2006) Proceedings of the 7th UGent PhD symposium. p.22-22
- An agent-based platform for efficient telemonitoring data processing (invited paper) (2006) Proceedings of HPS2006, the Health Pervasive Systems Workshop (HPS2006), part of the International Conference on Pervasive Services (ICPS2006). p.3-7
- Web services-based middleware for QoS brokering of media content delivery services (2006) Proceedings of SWWS2006, the 2006 International Conference on Semantic Web & Web Services (part of the 2006 World Congress in Computer Science, Computer Engineering, and Applied Computing).
- Ontology-driven middleware for next-generation train backbones. (2006) Worldcomp '06, Proceedings.
- 2005
- Design of a multimedia gateway for mobile devices (2005) Proceedings of SPIE, the International Society for Optical Engineering. 5684. p.137-145
- Modeling the performance of the web service platform using layered queueing networks (2005) SERP '05 : proceedings of the 2005 international conference on software engineering research and practice, vols 1 and 2. p.627-633
- Design and implementation of a secure media content delivery broker architecture (2005) ISWS '05 : proceedings of the 2005 international symposium on web services and applications. p.3-9
- Open web services-based middleware for brokering of composed eHomeCare Services (2005) Proceedings of IEEE MWS2005, Middleware for Web Services workshop. p.46-53
- IBBT-COPLINTHO Innovative communication platforms for interactive eHomeCare (2005) Proceedings of the 5th Workshop on Applications and Services in Wireless Networks, ASWN 2005. p.131-135
- 2004
- Design and implementation of an application server load balancing architecture supporting the end-to-end provisioning of value-added services (2004) Networks 2004 : 11th international telecommunications network strategy and planning symposium, proceedings. p.345-350
- Secure brokering of web services (2004) 5th FTW PHD Symposium, Interactive poster session, paper nr. 001 (proceedings available on CD-Rom).