394 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- HUN-REN Institute for Computer Science and ControlHU69 papers
- Hungarian Academy of SciencesHU32 papers
- ELTE Centre for Economic and Regional StudiesHU20 papers
- Budapest University of Technology and EconomicsHU14 papers
- Eötvös Loránd UniversityHU12 papers
- HUN-REN Wigner Research Centre for PhysicsHU11 papers
- Institute of EconomicsRU9 papers
- University College LondonGB9 papers
- Hungarian Research NetworkHU7 papers
- Complexity Science HubAT6 papers
- Institut de Recherche en Informatique de ToulouseFR6 papers
- Université Toulouse-I-CapitoleFR6 papers
6 papers · 1 filter
ALT: A Python Package for Lightweight Feature Representation in Time Series Classification
Balázs P. Halmos, Balázs Hajós, Vince Á. Molnár +2
We introduce ALT, an open-source Python package created for efficient and accurate time series classification (TSC). The package implements the adaptive law-based transformation (A…
Adaptive Law-Based Transformation (ALT): A Lightweight Feature Representation for Time Series Classification
Marcell T. Kurbucz, Balázs Hajós, Balázs P. Halmos +2
Time series classification (TSC) is fundamental in numerous domains, including finance, healthcare, and environmental monitoring. However, traditional TSC methods often struggle wi…
Learning ECG Signal Features Without Backpropagation Using Linear Laws
Péter Pósfay, Marcell T. Kurbucz, Péter Kovács +1
This paper introduces LLT-ECG, a novel method for electrocardiogram (ECG) signal classification that leverages concepts from theoretical physics to automatically generate features…
LLT: An R package for Linear Law-based Feature Space Transformation
Marcell T. Kurbucz, Péter Pósfay, Antal Jakovác
The goal of the linear law-based feature space transformation (LLT) algorithm is to assist with the classification of univariate and multivariate time series. The presented R packa…
BiometricBlender: Ultra-high dimensional, multi-class synthetic data generator to imitate biometric feature space
Marcell Stippinger, Dávid Hanák, Marcell T. Kurbucz +3
The lack of freely available (real-life or synthetic) high or ultra-high dimensional, multi-class datasets may hamper the rapidly growing research on feature screening, especially…
Reconstruction of observed mechanical motions with Artificial Intelligence tools
Antal Jakovac, Marcell T. Kurbucz, Peter Posfay
The goal of this paper is to determine the laws of observed trajectories assuming that there is a mechanical system in the background and using these laws to continue the observed…