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- 2025
- 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.
- RR-GCN : exploring untrained random embeddings for relational graphs (2025) INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING.
- 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.
- 2024
- 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, 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.
- 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
- 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) 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