Péter Kovács

44 papers Misc 5Journal 25Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Deep Unfolded Variable Projection Networks. Int. J. Neural Syst. Gergo Bognár, Manuel Feindert, Christian Huber, Michael Lunglmayr, Mario Huemer, Péter Kovács
2025	J	`jnl`	Generalized rational Prony and Bernoulli methods. CoRR Tamás Dózsa, Matthias Voigt, Zoltán Szabó, József Bokor, Péter Kovács
2025	J	`jnl`	Lightweight ECG signal classification via linear law-based feature extraction. Mach. Learn. Sci. Technol. Péter Pósfay, Marcell T. Kurbucz, Péter Kovács, Antal Jakovác
2025	J	`jnl`	Rational Gaussian Wavelets and Corresponding Model Driven Neural Networks. IEEE Trans. Signal Process. Attila Miklós Ámon, Kristian Fenech, Péter Kovács, Tamás Dózsa
2025	J	`jnl`	Rational Gaussian wavelets and corresponding model driven neural networks. CoRR Attila Miklós Ámon, Kristian Fenech, Péter Kovács, Tamás Dózsa
2025	—	`conf`	Spike Detection with Continuous Wavelet Transform Based Model Driven Machine Learning Methods. EUSIPCO Attila Miklós Ámon, Bram Cornelis, Péter Kovács, Tamás Dózsa
2025	—	`conf`	Transformer Encoder and Multi - Features Time2Vec for Financial Prediction. EUSIPCO Nguyen Kim Hai Bui, Nguyen Duy Chien, Péter Kovács, Gergo Bognár
2025	J	`jnl`	Transformer Encoder and Multi-features Time2Vec for Financial Prediction. CoRR Nguyen Kim Hai Bui, Nguyen Duy Chien, Péter Kovács, Gergo Bognár
2025	J	`jnl`	Weighted Hermite Variable Projection Networks for Classifying Visually Evoked Potentials. IEEE Trans. Neural Networks Learn. Syst. Tamás Dózsa, Carl Böck, Jens Meier, Péter Kovács
2024	—	`conf`	Continuous Wavelet Transform Based Variable Projection Networks. EUSIPCO Attila Miklós Ámon, Kristian Fenech, Péter Kovács, Tamás Dózsa
2024	J	`jnl`	Road Type Classification Using Time-Frequency Representations of Tire Sensor Signals. IEEE Access Tamás Dózsa, Vedran Jurdana, Sandi Baressi Segota, János Volk, János Radó, Alexandros Soumelidis, Péter Kovács
2024	J	`jnl`	Variable Projection Support Vector Machines and Some Applications Using Adaptive Hermite Expansions. Int. J. Neural Syst. Tamás Dózsa, Federico Deuschle, Bram Cornelis, Péter Kovács
2023	—	`conf`	ECG Decomposition Using Cascaded Spline Projection Residual Auto Encoders. CinC Kaveh Samiee, Péter Kovács
2023	J	`jnl`	Learning ECG signal features without backpropagation. CoRR Péter Pósfay, Marcell T. Kurbucz, Péter Kovács, Antal Jakovác
2022	—	`conf`	Arrhythmia Detection Using Spiking Variable Projection Neural Networks. CinC Péter Kovács, Kaveh Samiee
2022	J	`jnl`	Diagnostic quality assessment for low-dimensional ECG representations. Comput. Biol. Medicine Péter Kovács, Carl Böck, Thomas Tschoellitsch, Mario Huemer, Jens Meier
2022	J	`jnl`	Improved parametrized multiple window spectrogram with application in ship navigation systems. Digit. Signal Process. Denis Selimovic, Jonatan Lerga, Péter Kovács, Jasna Prpic-Orsic
2022	J	`jnl`	Road Abnormality Detection Using Piezoresistive Force Sensors and Adaptive Signal Models. IEEE Trans. Instrum. Meas. Tamás Dózsa, János Radó, János Volk, Ádám Kisari, Alexandros Soumelidis, Péter Kovács
2022	J	`jnl`	Surfing Virtual Waves to Thermal Tomography: From model- to deep learning-based reconstructions. IEEE Signal Process. Mag. Péter Kovács, Bernhard Lehner, Gregor Thummerer, Günther Mayr, Peter Burgholzer, Mario Huemer
2022	J	`jnl`	VPNET: Variable Projection Networks. Int. J. Neural Syst. Péter Kovács, Gergo Bognár, Christian Huber, Mario Huemer
2021	J	`jnl`	Abnormal Road Surface Detection Using Wheel Sensor Data. CoRR Tamás Dózsa, János Radó, János Volk, Ádám Kisari, Alexandros Soumelidis, Péter Kovács
2021	J	`jnl`	Adaptive System Identification via Low-Rank Tensor Decomposition. IEEE Access Christina Auer, Oliver Ploder, Thomas Paireder, Péter Kovács, Oliver Lang, Mario Huemer
2021	—	`conf`	Color classification of visually evoked potentials by means of Hermite functions. ACSCC Tamás Dózsa, Carl Böck, Gergo Bognár, Jens Meier, Péter Kovács
2021	J	`jnl`	ECG Beat Representation and Delineation by Means of Variable Projection. IEEE Trans. Biomed. Eng. Carl Böck, Péter Kovács, Pablo Laguna, Jens Meier, Mario Huemer
2020	Misc	`conf`	A Hybrid Approach for Thermographic Imaging With Deep Learning. ICASSP Péter Kovács, Bernhard Lehner, Gregor Thummerer, Günther Mayr, Peter Burgholzer, Mario Huemer
2020	J	`jnl`	Generalized Rational Variable Projection With Application in ECG Compression. CoRR Péter Kovács, Sándor Fridli, Ferenc Schipp
2020	J	`jnl`	Generalized Rational Variable Projection With Application in ECG Compression. IEEE Trans. Signal Process. Péter Kovács, Sándor Fridli, Ferenc Schipp
2020	J	`jnl`	Nonlinear least-squares spline fitting with variable knots. CoRR Péter Kovács, Andrea M. Fekete
2020	J	`jnl`	VPNet: Variable Projection Networks. CoRR Péter Kovács, Gergo Bognár, Christian Huber, Mario Huemer
2020	Misc	`conf`	Variable Projection for Multiple Frequency Estimation. ICASSP Yuneisy E. Garcia Guzman, Péter Kovács, Mario Huemer
2019	—	`conf`	A Linear Parameter Varying ARX Model for Describing Biomedical Signal Couplings. EUROCAST (2) Carl Böck, Kyriaki Kostoglou, Péter Kovács, Mario Huemer, Jens Meier
2019	—	`conf`	Ensemble Learning for Heartbeat Classification Using Adaptive Orthogonal Transformations. EUROCAST (2) Tamás Dózsa, Gergo Bognár, Péter Kovács
2019	J	`jnl`	Nonlinear least-squares spline fitting with variable knots. Appl. Math. Comput. Péter Kovács, Andrea M. Fekete
2019	Misc	`conf`	Waveform Modeling by Adaptive Weighted Hermite Functions. ICASSP Péter Kovács, Carl Böck, Tamás Dózsa, Jens Meier, Mario Huemer
2017	Misc	`conf`	ECG segmentation using adaptive hermite functions. ACSSC Péter Kovács, Carl Böck, Jens Meier, Mario Huemer
2017	J	`jnl`	Epileptic seizure detection in long-term EEG records using sparse rational decomposition and local Gabor binary patterns feature extraction. Knowl. Based Syst. Kaveh Samiee, Péter Kovács, Moncef Gabbouj
2017	—	`conf`	Rational Variable Projection Methods in ECG Signal Processing. EUROCAST (2) Péter Kovács
2016	—	`—`	Transformation methods in signal processing Péter Kovács
2015	—	`conf`	ECG Signal Compression Using Adaptive Hermite Functions. ICT Innovations Tamás Dózsa, Péter Kovács
2015	J	`jnl`	Epileptic Seizure Classification of EEG Time-Series Using Rational Discrete Short-Time Fourier Transform. IEEE Trans. Biomed. Eng. Kaveh Samiee, Péter Kovács, Moncef Gabbouj
2015	—	`conf`	Sleep stage classification using sparse rational decomposition of single channel EEG records. EUSIPCO Kaveh Samiee, Péter Kovács, Serkan Kiranyaz, Moncef Gabbouj, Tapio Saramäki
2014	Misc	`conf`	On application of rational Discrete Short Time Fourier Transform in epileptic seizure classification. ICASSP Péter Kovács, Kaveh Samiee, Moncef Gabbouj
2014	—	`conf`	Rhythm-based Accuracy Improvement of Heart Beat Detection Algorithms. CinC Zoltán Gilián, Péter Kovács, Kaveh Samiee
2013	—	`conf`	Hyperbolic particle swarm optimization with application in rational identification. EUSIPCO Péter Kovács, Serkan Kiranyaz, Moncef Gabbouj