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Tamás Gábor Dózsa, PhD

Research fellow
Email
@email
Address
H-1111 Budapest, Kende u. 13-17.
Room number
K 214

Systems and Control Lab

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Introduction

Tamás Gábor Dózsa is a research fellow at the Systems and Control Research Laboratory of SZTAKI. He obtained his Ph.D. degree in 2025; his dissertation focused on adaptive projections and their applications. His research interests lie at the intersection of numerical and harmonic analysis and data-driven modeling, such as system identification and machine learning.

Education

  • 2017: BSc. (ELTE Faculty of Informatics, Computer science)
  • 2020: MSc. (ELTE Faculty of Informatics, Computer science)

  • 2025: Ph.D. (ELTE Informatics doctoral school, numerical and symbolic computations doctoral program)

Research Areas

  • Harmonic/Numerical Analysis
  • System and control theory
  • Machine learning
  • Signal processing

Publications

ORCID: 0000-0003-0919-4385

Google Scholar: Tamas Dozsa Google Scholar Profile

MTMT: 10072857

Important publications

2025

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 36 (7)., pp. 12415-12428. ISSN 2162-237X

Weighted Hermite Variable Projection Networks for Classifying Visually Evoked Potentials

Authors
Dózsa, Tamás
Böck, Carl
Meier, Jens
Kovács, Péter
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2024

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 34 (1). ISSN 0129-0657

Variable projection support vector machines and some applications using adaptive Hermite expansions

Authors
Dózsa, Tamás
Deuschle, F
Cornelis, B
Kovács, Péter
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2024

SIAM JOURNAL ON NUMERICAL ANALYSIS, 62 (3)., pp. 1259-1277. ISSN 0036-1429

On Bernoulli’s Method

Authors
Dózsa, Tamás
Schipp, Ferenc
Soumelidis, Alexandros
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2024

In: Proceedings of the Workshop Biosignals 2024 Georg-August-Universität Göttingen, Göttingen, pp. 1-5.

Modeling CT images in the presence of beam hardening​

Authors
Dózsa, Tamás
Fridli, Sándor
Kovács, Péter
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2024

IEEE ACCESS, 12, pp. 53361-53372. ISSN 2169-3536

Road Type Classification Using Time-Frequency Representations of Tire Sensor Signals

Authors
Dózsa, Tamás
Jurdana, V
Segota, S B
Volk, János
Radó, János
Soumelidis, Alexandros
Kovács, Péter
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All publications