Peter Karsmakers

1.4k citations

59 papers · 916 indexed · h-index 16

Impact in

Signal Processing top 5%
- Speech and Audio Processing
- Music and Audio Processing
Computer Vision and Pattern Recognition top 5%
- Context-Aware Activity Recognition Systems
- Music Technology and Sound Studies

Papers in ⓘ

Biomedical Engineering 22
- Non-Invasive Vital Sign Monitoring 15
- Advanced Chemical Sensor Technologies 4
Signal Processing 20
- Speech and Audio Processing 13
- Music and Audio Processing 12

Co-authors: Bart Vanrumste (18 shared papers)Johan A. K. Suykens (9 shared papers)Dominique Schreurs (13 shared papers)Paul Leroux (11 shared papers)M. Mercuri (10 shared papers)Kristiaan Pelckmans (7 shared papers)Hugo Van hamme (12 shared papers)Ping Jack Soh (7 shared papers)
Journals: IEEE Journal of Biomedical and Health Informatics (2 papers)IEEE Access (2 papers)Machine Learning (2 papers)Journal of the Audio Engineering Society (2 papers)Artificial Intelligence in Medicine (1 paper)
Partner nations: Belgium Malaysia United Kingdom

In The Last Decade

Peter Karsmakers

52 papers receiving 883 citations

Peers

Replace Roberto Gil‐Pita with:

Roberto Gil‐Pita Spain

Mingjiang Wang China

Risanuri Hidayat Indonesia

Yunho Jung South Korea

Yun Pan China

M. J. E. Salami Malaysia

Phuc Nguyen United States

Francesco Beritelli Italy

Takumi Kobayashi Japan

Ali Hassan Pakistan

Peter Karsmakers relative to Roberto Gil‐Pita Spain Roberto Gil‐Pita's profile →

Citations per field

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Roberto Gil‐Pita · 1×

×1.1 249/227

SP

×1.5 216/142

CVPR

×∞ 4/0

CM

×1.3 291/231

BE

×1.2 199/163

AI

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Countries citing papers authored by Peter Karsmakers

Since Specialization

Citations

This map shows the geographic impact of Peter Karsmakers's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Peter Karsmakers with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Peter Karsmakers more than expected).

Fields of papers citing papers by Peter Karsmakers

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Peter Karsmakers. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Peter Karsmakers. The network helps show where Peter Karsmakers may publish in the future.

Co-authors

The 25 scholars most cited alongside Peter Karsmakers, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Peter Karsmakers Line = papers co-authored together Peter Karsmakers links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 59 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	LS-SVMlab Toolbox User's Guide version 1.7 KTH Publication Database DiVA (KTH Royal Institute of Technology) ·Kris De Brabanter, Peter Karsmakers, Fabian Ojeda, Carlos Alzate, Jos De Brabanter, Kristiaan Pelckmans, Bart De Moor, Joos Vandewalle, Johan A. K. Suykens	2010	145
2	Analysis of an Indoor Biomedical Radar-Based System for Health Monitoring IEEE Transactions on Microwave Theory and Techniques ·M. Mercuri, Ping Jack Soh, Gokarna Pandey, Peter Karsmakers, Guy A. E. Vandenbosch, Paul Leroux, Dominique Schreurs	2013	144
3	Embedded DSP-Based Telehealth Radar System for Remote In-Door Fall Detection IEEE Journal of Biomedical and Health Informatics ·Carmine Garripoli, M. Mercuri, Peter Karsmakers, Ping Jack Soh, Giovanni Crupi, Guy A. E. Vandenbosch, C. Nick Pace, Paul Leroux, Dominique Schreurs	2014	75
4	An exemplar-based NMF approach to audio event detection Lirias (KU Leuven) ·Jort F. Gemmeke, Lode Vuegen, Peter Karsmakers, Bart Vanrumste, Hugo Van hamme	2013	66
5	The SINS database for detection of daily activities in a home environment using an Acoustic Sensor Network Lirias (KU Leuven) ·Gert Dekkers, Steven Lauwereins, Bart Thoen, Mulu Weldegebreal Adhana, Henk Brouckxon, Bertold Van den Bergh, Toon van Waterschoot, Bart Vanrumste, Marian Verhelst, Peter Karsmakers	2017	59
6	Accelerometry-Based Home Monitoring for Detection of Nocturnal Hypermotor Seizures Based on Novelty Detection IEEE Journal of Biomedical and Health Informatics ·Kris Cuppens, Peter Karsmakers, Anouk Van de Vel, Bert Bonroy, Milica Milošević, Stijn Luca, Tom Croonenborghs, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste	2013	52
7	Multi-class kernel logistic regression: a fixed-size implementation IEEE International Conference on Neural Networks ·Peter Karsmakers, Kristiaan Pelckmans, Johan A. K. Suykens	2007	41
8	Time-domain generalized cross correlation phase transform sound source localization for small microphone arrays Lirias (KU Leuven) ·Bert Van Den Broeck, Alexander Bertrand, Peter Karsmakers, Bart Vanrumste, Hugo Van hamme, Marc Moonen	2012	34
9	Automatic in-door fall detection based on microwave radar measurements Lirias (KU Leuven) ·Peter Karsmakers, Tom Croonenborghs, M. Mercuri, Dominique Schreurs, Paul Leroux	2012	32
10	Detecting rare events using extreme value statistics applied to epileptic convulsions in children Artificial Intelligence in Medicine ·Stijn Luca, Peter Karsmakers, Kris Cuppens, Tom Croonenborghs, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste	2013	26
11	Fixed-Size LS-SVM Applied to the Wiener-Hammerstein Benchmark IFAC Proceedings Volumes ·Kris De Brabanter, Ph. Dreesen, Peter Karsmakers, Kristiaan Pelckmans, Jos De Brabanter, Johan A. K. Suykens, Bart De Moor	2009	25
12	Self-taught assistive vocal interfaces: an overview of the ALADIN project Jort F. Gemmeke, Bart Ons, Netsanet 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	2013	22
13	Confidence bands for least squares support vector machine classifiers: A regression approach Pattern Recognition ·Kris De Brabanter, Peter Karsmakers, Jos De Brabanter, Johan A. K. Suykens, Bart De Moor	2011	19
14	Automatic Monitoring of Activities of Daily Living based on Real-life Acoustic Sensor Data: a~preliminary study Lirias (KU Leuven) ·Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste	2013	17
15	Comparison of Deep Autoencoder Architectures for Real-time Acoustic Based Anomaly Detection in Assets Lirias ·Maarten Meire, Peter Karsmakers	2019	17
16	Sparse conjugate directions pursuit with application to fixed-size kernel models Machine Learning ·Peter Karsmakers, Kristiaan Pelckmans, Kris De Brabanter, Hugo Van hamme, Johan A. K. Suykens	2011	16
17	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 Schreurs	2024	10
18	Fixed-size kernel logistic regression for phoneme classification Peter Karsmakers, Kristiaan Pelckmans, Johan A. K. Suykens, Hugo Van hamme	2007	10
19	Data-driven models with physical interpretability for real-time cavity profile prediction in electrochemical machining processes Engineering Applications of Artificial Intelligence ·Ming Wu, Zequan Yao, Mathias Verbeke, Peter Karsmakers, Benjamin Gorissen, Dominiek Reynaerts	2025	9
20	Constraint Guided Autoencoders to Enforce a Predefined Threshold on Anomaly Scores: An Application in Machine Condition Monitoring Lirias (KU Leuven) ·Maarten Meire, Quinten Van Baelen, Ted Ooijevaar, Peter Karsmakers	2023	8

About Peter Karsmakers

Peter Karsmakers is a scholar working on Biomedical Engineering, Signal Processing, Computer Vision and Pattern Recognition, Artificial Intelligence and Surgery, having authored 59 papers that have together received 916 indexed citations. Recurring topics across this work include Non-Invasive Vital Sign Monitoring (15 papers), Speech and Audio Processing (13 papers), Music and Audio Processing (12 papers), Healthcare Technology and Patient Monitoring (9 papers), Anomaly Detection Techniques and Applications (8 papers), Context-Aware Activity Recognition Systems (8 papers), Music Technology and Sound Studies (6 papers) and Advanced Chemical Sensor Technologies (4 papers). The work is most often cited by research in Signal Processing (249 citations), Computer Vision and Pattern Recognition (216 citations), Computational Mathematics (4 citations), Biomedical Engineering (291 citations) and Artificial Intelligence (199 citations). Peter Karsmakers has collaborated with scholars based in Belgium, Malaysia and United Kingdom. Frequent co-authors include Bart Vanrumste, Johan A. K. Suykens, Dominique Schreurs, Paul Leroux, M. Mercuri, Kristiaan Pelckmans, Hugo Van hamme, Ping Jack Soh, Guy A. E. Vandenbosch and Kris De Brabanter. Their work appears in journals such as IEEE Journal of Biomedical and Health Informatics, IEEE Access, Machine Learning, Journal of the Audio Engineering Society and Artificial Intelligence in Medicine.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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