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- 2024
- 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.
- 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).
- Benchmarking whole knowledge graph embedding techniques (2024) INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING. 34(1). p.163-184
- 2023
- 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
- Ecologically valid speech collection in behavioral research : the Ghent Semi-spontaneous Speech Paradigm (GSSP) (2023) BEHAVIOR RESEARCH METHODS.
- 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, 16th EAI International Conference, PervasiveHealth 2022, Proceedings. 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, 16th EAI International Conference, PervasiveHealth 2022, Proceedings. 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.