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- 2026
- 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