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- 2025
- 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.
- Using machine learning to predict patient-reported symptom clusters in prostate cancer patients receiving radiotherapy (2025) HEALTH AND QUALITY OF LIFE OUTCOMES.
- 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) SemTab2024, the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2024, co-located with the 23rd International Semantic Web Conference (ISWC). 3889.
- 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