Peter Karsmakers

52 papers A* 1A 4B 6C 2Journal 23Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Analysis of Single Event Induced Bit Faults in a Deep Neural Network Accelerator Pipeline. CoRR Naïn Jonckers, Toon Vinck, Peter Karsmakers, Jeffrey Prinzie
2025	J	`jnl`	Constraint guided autoencoders for joint optimization of condition indicator estimation and anomaly detection in machine condition monitoring. Mach. Learn. Maarten Meire, Quinten Van Baelen, Ted Ooijevaar, Peter Karsmakers
2025	J	`jnl`	Constraint-Guided Learning of Data-driven Health Indicator Models: An Application on the Pronostia Bearing Dataset. CoRR Yonas Y. Tefera, Quinten Van Baelen, Maarten Meire, Stijn Luca, Peter Karsmakers
2025	—	`conf`	Constraint-Guided PINNs: A Constrained Optimization Approach. ANSyA@ECAI Wout Rombouts, Quinten Van Baelen, Peter Karsmakers
2025	—	`conf`	Contextual Sound Event Classifier Models: Disentangle Acoustic Condition in Embedding Space. EUSIPCO Sreenivasa Upadhyaya, Wim Buyens, Wim Desmet, Peter Karsmakers
2025	J	`jnl`	Data-driven models with physical interpretability for real-time cavity profile prediction in electrochemical machining processes. Eng. Appl. Artif. Intell. Ming Wu, Zequan Yao, Mathias Verbeke, Peter Karsmakers, Benjamin Gorissen, Dominiek Reynaerts
2025	J	`jnl`	Estimating Remaining Usable Time of Batteries With Uncertainty Quantification: A Case Study on Base Transceiver Station Application Using Real-Life Data. IEEE Access Yonas Y. Tefera, Stijn Luca, Dereje Hailemariam Woldegebreal, Peter Karsmakers
2025	J	`jnl`	Mitigating multiple single-event upsets during deep neural network inference using fault-aware training. CoRR Toon Vinck, Naïn Jonckers, Gert Dekkers, Jeffrey Prinzie, Peter Karsmakers
2024	J	`jnl`	Constraint Guided AutoEncoders for Joint Optimization of Condition Indicator Estimation and Anomaly Detection in Machine Condition Monitoring. CoRR Maarten Meire, Quinten Van Baelen, Ted Ooijevaar, Peter Karsmakers
2024	J	`jnl`	Constraint Guided Model Quantization of Neural Networks. CoRR Quinten Van Baelen, Peter Karsmakers
2024	B	`conf`	Constraints as Alternative Learning Objective in Deep Learning. ESANN Quinten Van Baelen, Peter Karsmakers
2024	J	`jnl`	Respiration and Heart Rate Monitoring in Smart Homes: An Angular-Free Approach with an FMCW Radar. Sensors Pouya Mehrjouseresht, Reda El Hail, Peter Karsmakers, Dominique M. M.-P. Schreurs
2024	J	`jnl`	Single-Event Upset Analysis of a Systolic Array based Deep Neural Network Accelerator. CoRR Naïn Jonckers, Toon Vinck, Gert Dekkers, Peter Karsmakers, Jeffrey Prinzie
2023	C	`conf`	Assessment of Data Augmentation and Transfer Learning for Making PIG Cough Classifier Robust to Changing Farm Conditions. ICMLA Sreenivasa Upadhyaya, Wim Buyens, Erik Vranken, Wim Desmet, Peter Karsmakers
2023	J	`jnl`	Constraint guided gradient descent: Training with inequality constraints with applications in regression and semantic segmentation. Neurocomputing Quinten Van Baelen, Peter Karsmakers
2022	B	`conf`	Constraint Guided Gradient Descent: Guided Training with Inequality Constraints. ESANN Quinten Van Baelen, Peter Karsmakers
2022	J	`jnl`	Constraint Guided Gradient Descent: Guided Training with Inequality Constraints. CoRR Quinten Van Baelen, Peter Karsmakers
2022	J	`jnl`	Dynamic sensor activation and decision-level fusion in wireless acoustic sensor networks for classification of domestic activities. Inf. Fusion Gert Dekkers, Fernando Rosas, Toon van Waterschoot, Bart Vanrumste, Peter Karsmakers
2022	—	`conf`	Remote Monitoring of COVID-19 Patients Following Discharge from a Tertiary Care Center. CinC Ganesh Raam Kumarasamy, Hélène De Cannière, Julie Vranken, David Ruttens, Peter Karsmakers, Pieter M. Vandervoort
2021	J	`jnl`	Automatically Segmenting Physical Performance Test Items for Older Adults Using a Doppler Radar: A Proof of Concept Study. IEEE Access Yiyuan Zhang, Oluwatosin J. Babarinde, Pengxuan Han, Xiangyu Wang, Peter Karsmakers, Dominique M. M.-P. Schreurs, Sabine M. P. Verschueren, Bart Vanrumste
2021	J	`jnl`	Musical note onset detection based on a spectral sparsity measure. EURASIP J. Audio Speech Music. Process. Mina Mounir, Peter Karsmakers, Toon van Waterschoot
2021	B	`conf`	Real-time On-edge Classification: an Application to Domestic Acoustic Event Recognition. ESANN Lode Vuegen, Peter Karsmakers
2020	—	`conf`	CNN-based Note Onset Detection using Synthetic Data Augmentation. EUSIPCO Mina Mounir, Peter Karsmakers, Toon van Waterschoot
2020	B	`conf`	On-edge adaptive acoustic models: an application to acoustic person presence detection. ESANN Lode Vuegen, Peter Karsmakers
2020	—	`conf`	Unsupervised Machine Learning Methods to Estimate a Health Indicator for Condition Monitoring Using Acoustic and Vibration Signals: A Comparison Based on a Toy Data Set from a Coffee Vending Machine. IoT Streams/ITEM@PKDD/ECML Yonas Y. Tefera, Maarten Meire, Stijn Luca, Peter Karsmakers
2019	—	`conf`	Annotations Time Shift: A Key Parameter in Evaluating Musical Note Onset Detection Algorithms. WASPAA Mina Mounir, Peter Karsmakers, Toon van Waterschoot
2019	—	`conf`	Comparison of Deep Autoencoder Architectures for Real-time Acoustic Based Anomaly Detection in Assets. IDAACS Maarten Meire, Peter Karsmakers
2019	—	`conf`	The Impact of Missing Labels and Overlapping Sound Events on Multi-label Multi-instance Learning for Sound Event Classification. DCASE Maarten Meire, Peter Karsmakers, Lode Vuegen
2018	J	`jnl`	A multi-layered energy consumption model for smart wireless acoustic sensor networks. CoRR Gert Dekkers, Fernando Rosas, Steven Lauwereins, Sreeraj Rajendran, Sofie Pollin, Bart Vanrumste, Toon van Waterschoot, Marian Verhelst, Peter Karsmakers
2018	J	`jnl`	DCASE 2018 Challenge - Task 5: Monitoring of domestic activities based on multi-channel acoustics. CoRR Gert Dekkers, Lode Vuegen, Toon van Waterschoot, Bart Vanrumste, Peter Karsmakers
2017	—	`conf`	The SINS Database for Detection of Daily Activities in a Home Environment Using an Acoustic Sensor Network. DCASE Gert Dekkers, Steven Lauwereins, Bart Thoen, Mulu Weldegebreal Adhana, Henk Brouckxon, Bertold Van den Bergh, Toon van Waterschoot, Bart Vanrumste, Marian Verhelst, Peter Karsmakers
2016	—	`conf`	Guitar note onset detection based on a spectral sparsity measure. EUSIPCO Mina Mounir, Peter Karsmakers, Toon van Waterschoot
2016	J	`jnl`	Noise robust footstep location estimation using a wireless acoustic sensor network. J. Ambient Intell. Smart Environ. Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste
2015	A	`conf`	A multi-channel speech enhancement framework for robust NMF-based speech recognition for speech-impaired users. INTERSPEECH Gert Dekkers, Toon van Waterschoot, Bart Vanrumste, Bert Van Den Broeck, Jort F. Gemmeke, Hugo Van hamme, Peter Karsmakers
2015	J	`jnl`	Embedded DSP-Based Telehealth Radar System for Remote In-Door Fall Detection. IEEE J. Biomed. Health Informatics Carmine Garripoli, Marco Mercuri, Peter Karsmakers, Ping Jack Soh, Giovanni Crupi, Guy A. E. Vandenbosch, Calogero Pace, Paul Leroux, Dominique M. M.-P. Schreurs
2015	—	`conf`	Energy efficient monitoring of activities of daily living using wireless acoustic sensor networks in clean and noisy conditions. EUSIPCO Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste
2015	—	`conf`	Monitoring activities of daily living using Wireless Acoustic Sensor Networks in clean and noisy conditions. EMBC Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste
2014	J	`jnl`	Accelerometry-Based Home Monitoring for Detection of Nocturnal Hypermotor Seizures Based on Novelty Detection. IEEE J. Biomed. Health Informatics Kris Cuppens, Peter Karsmakers, Anouk Van de Vel, Bert Bonroy, Milica Milosevic, Stijn Luca, Tom Croonenborghs, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste
2014	A*	`conf`	Anomaly Detection Using the Poisson Process Limit for Extremes. ICDM Stijn Luca, Peter Karsmakers, Bart Vanrumste
2014	J	`jnl`	Detecting rare events using extreme value statistics applied to epileptic convulsions in children. Artif. Intell. Medicine Stijn Luca, Peter Karsmakers, Kris Cuppens, Tom Croonenborghs, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste
2014	—	`conf`	Healthcare System for Non-invasive Fall Detection in Indoor Environment. ApplePies Marco Mercuri, Carmine Garripoli, Peter Karsmakers, Ping Jack Soh, Guy A. E. Vandenbosch, Calogero Pace, Paul Leroux, Dominique Schreurs
2013	—	`conf`	An exemplar-based NMF approach to audio event detection. WASPAA Jort F. Gemmeke, Lode Vuegen, Peter Karsmakers, Bart Vanrumste, Hugo Van hamme
2013	—	`conf`	Automatic Monitoring of Activities of Daily Living based on Real-life Acoustic Sensor Data: a~preliminary study. SLPAT Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste
2013	C	`conf`	Handling Unbalanced Data in Nocturnal Epileptic Seizure Detection using Accelerometers. ICPRAM Kris Cuppens, Peter Karsmakers, Anouk Van de Vel, Bert Bonroy, Milica Milosevic, Lieven Lagae, Berten Ceulemans, Sabine Van Huffel, Bart Vanrumste
2013	A	`conf`	Self-taught assistive vocal interfaces: an overview of the ALADIN project. INTERSPEECH Jort F. Gemmeke, Bart Ons, Netsanet M. Tessema, Hugo Van hamme, Janneke van de Loo, Guy De Pauw, Walter Daelemans, Jonathan Huyghe, Jan Derboven, Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Bart Vanrumste
2012	J	`jnl`	Confidence bands for least squares support vector machine classifiers: A regression approach. Pattern Recognit. Kris De Brabanter, Peter Karsmakers, Jos De Brabanter, Johan A. K. Suykens, Bart De Moor
2011	B	`conf`	Camera Based Fall Detection Using Multiple Features Validated with Real Life Video. Intelligent Environments (Workshops) Glen Debard, Peter Karsmakers, Mieke Deschodt, Ellen Vlaeyen, Jonas Van Den Bergh, Eddy Dejaeger, Koen Milisen, Toon Goedemé, Tinne Tuytelaars, Bart Vanrumste
2011	—	`conf`	Camera-Based Fall Detection on Real World Data. Theoretical Foundations of Computer Vision Glen Debard, Peter Karsmakers, Mieke Deschodt, Ellen Vlaeyen, Eddy Dejaeger, Koen Milisen, Toon Goedemé, Bart Vanrumste, Tinne Tuytelaars
2011	J	`jnl`	Sparse conjugate directions pursuit with application to fixed-size kernel models. Mach. Learn. Peter Karsmakers, Kristiaan Pelckmans, Kris De Brabanter, Hugo Van hamme, Johan A. K. Suykens
2008	A	`conf`	Comparison of variable selection methods and classifiers for native accent identification. INTERSPEECH Tingyao Wu, Peter Karsmakers, Hugo Van hamme, Dirk Van Compernolle
2007	A	`conf`	Fixed-size kernel logistic regression for phoneme classification. INTERSPEECH Peter Karsmakers, Kristiaan Pelckmans, Johan A. K. Suykens, Hugo Van hamme
2007	B	`conf`	Multi-class kernel logistic regression: a fixed-size implementation. IJCNN Peter Karsmakers, Kristiaan Pelckmans, Johan A. K. Suykens