PK
Péter Kovács
cs.NAmath.NAeess.SPNeural Networks, ComputerSignal Processing, Computer-AssistedAlgorithmscs.LGElectrocardiographyHermite functionsmath.OC
On Valency
published · living versionsW_6cpftaub·v1 · currentpublished
Non-Asymptotic Confidence Regions for Separable Nonlinear Models
with Szabolcs Szentpéteri, Balázs Csanád Csáji
1 version
Preprints & journals
18 papers in the corpus · 2014–2026Classification and detection of multiple UAVs using rational Gaussian wavelet neural networks2605.26310v2 · Ungv'ari Gergo, Ferenc Braun, Attila 'Amon et al.2026 · 0 citationsarXiv
Generalized rational Prony and Bernoulli methods2510.03510v1 · Tam'as D'ozsa, Matthias Voigt, Zolt'an Szab'o et al.2025 · 0 citationsarXiv
Deep Unfolded Variable Projection Networks.40864445 · Bognár, Gergő, Feindert, Manuel, Huber, Christian et al.2025 · 3 citationsInternational journal of neural systems. 2025;35(13):2550053
Weighted Hermite Variable Projection Networks for Classifying Visually Evoked Potentials.39466865 · Dozsa, Tamas, Bock, Carl, Meier, Jens et al.2025 · 7 citationsIEEE transactions on neural networks and learning systems. 2025;36(7):12415-12428
Sparse dictionary learning neural networks for ECG signal denoising.41335795 · Galiger, Gergo, Steinbrinker, Tabea, Bognar, Gergo et al.2025 · 0 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2025;2025:1-7
Explainable Spike Detection Algorithm on C-fiber Microneurography Data using Weighted Hermite Variable Projection Neural Networks.41337204 · Darabos, Dominika, Troglio, Alina, Fiebig, Andrea et al.2025 · 1 citationAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2025;2025:1-7
A Multidimensional Particle Swarm Optimization-Based Algorithm for Brain MRI Tumor Segmentation.40363239 · Boga, Zsombor, Sándor, Csanád, Kovács, Péter2025 · 12 citationsSensors (Basel, Switzerland). 2025;25(9)
Transformer Encoder and Multi-features Time2Vec for Financial Prediction2504.13801v2 · Nguyen Kim Hai Bui, Nguyen Duy Chien, P'eter Kov'acs et al.2025 · 3 citationsProceedings of the 33rd European Signal Processing Conference (EUSIPCO 2025), pg.1682
Rational Gaussian wavelets and corresponding model driven neural networks2502.01282v1 · Attila Mikl'os 'Amon, Kristian Fenech, P'eter Kov'acs et al.2025 · 1 citationarXiv
Quantifying the Suitability of Biosignals Acquired During Surgery for Multimodal Analysis.38766543 · Idrobo-Avila, Ennio, Bognar, Gergo, Krefting, Dagmar et al.2024 · 4 citationsIEEE open journal of engineering in medicine and biology. 2024;5:250-260
Variable Projection Support Vector Machines and Some Applications Using Adaptive Hermite Expansions.38073547 · Dózsa, Tamás, Deuschle, Federico, Cornelis, Bram et al.2023 · 13 citationsInternational journal of neural systems. 2024;34(1):2450004
Diagnostic quality assessment for low-dimensional ECG representations.36191392 · Kovács, Péter, Böck, Carl, Tschoellitsch, Thomas et al.2023 · 5 citationsComputers in biology and medicine. 2022;150:106086
ECG Beat Representation and Delineation by Means of Variable Projection.33571084 · Bock, Carl, Kovacs, Peter, Laguna, Pablo et al.2021 · 58 citationsIEEE transactions on bio-medical engineering. 2021;68(10):2997-3008
Abnormal Road Surface Detection Using Wheel Sensor Data2108.09162v3 · Tam'as D'ozsa, J'anos Rad'o, J'anos Volk et al.2021 · 34 citationsIEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1-11, 2022, Art no. 9509211
Nonlinear least-squares spline fitting with variable knots2003.03847v2 · P'eter Kov'acs, Andrea M. Fekete2020 · 14 citationsP. Kovacs, A. M. Fekete, Nonlinear least-squares spline fitting with variable knots, Applied Mathematics and Computation, vol. 354, pp. 490 - 501, 2019
Generalized Rational Variable Projection With Application in ECG Compression2003.00058v1 · P'eter Kov'acs, S'andor Fridli, Ferenc Schipp2020 · 32 citationsP. Kovacs, S. Fridli, F. Schipp, Generalized Rational Variable Projection With Application in ECG Compression, IEEE Transactions on Signal Processing, vol. 68, pp. 478 - 492, 2020
A Linear State Space Model for Photoacoustic Imaging in an Acoustic Attenuating Media1808.00218v1 · Oliver Lang, Peter Kovacs, Christian Motz et al.2018 · 8 citationsarXiv
Epileptic seizure classification of EEG time-series using rational discrete short-time fourier transform.25265603 · Samiee, Kaveh, Kovács, Petér, Gabbouj, Moncef2015 · 412 citationsIEEE transactions on bio-medical engineering. 2015;62(2):541-52
Career total: 70 works. 18 are in this corpus.
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