Agnieszka Niemczynowicz

Cracow University of Technology — Poland

Computer Science · Physical Sciences

13h-index501citations66works0.22yr avg
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Research Topics

Neural Networks and Applications(7), Theoretical and Computational Physics(7), Wildlife Ecology and Conservation(5), Magnetic and Electromagnetic Effects(5), Spectroscopy and Chemometric Analyses(4)

Publications66 total

Theoretical Foundation of Complex- and Quaternionic-valued Neural Networks
2025
Complex, Hypercomplex and Fuzzy-Valued Neural Networks
2025Open Access
Theoretical Foundation of Real-Valued Neural Networks
2025
Chaos Game Representation of DNA and Hypercomplex Neural Networks Classification
2025
Introduction
2025
Conclusions
2025
4D hypercomplex-valued neural network in multivariate time series forecasting
Scientific Reports·2025Open Access
KHNN: Hypercomplex-valued neural networks computations via Keras using TensorFlow and PyTorch
SoftwareX·2025Open Access
A critical analysis of the theoretical framework of the Extreme Learning Machine
Neurocomputing·2025· 2 citedOpen Access
Randomness Versus Backpropagation in Machine Learning
Lecture notes in computer science·2025
Complex-Valued Restricted Boltzmann Machines for Learning Image Data Distributions
Lecture notes in computer science·2025
Fully tensorial approach to hypercomplex-valued neural networks
arXiv (Cornell University)·2024Open Access
KHNNs: hypercomplex neural networks computations via Keras using TensorFlow and PyTorch
arXiv (Cornell University)·2024Open Access
A Critical Analysis of the Theoretical Framework of the Extreme Learning Machine
arXiv (Cornell University)·2024Open Access
Hypercomplex neural network in time series forecasting of stock data
arXiv (Cornell University)·2024· 1 citedOpen Access
Stimulation of soy seeds using environmentally friendly magnetic and electric fields
Scientific Reports·2023· 11 citedOpen Access
Structured multi-criteria model of self-managed motivation in organizations based on happiness at work: pandemic related study
Scientific Reports·2023· 3 citedOpen Access
Managing Generation Z
2023· 13 citedOpen Access
Current research methods in mathematical and computer modelling of motivation management
2023Open Access
The analysis of engagement at the workplace of Generation Z—machine learning in management
2023· 1 citedOpen Access
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Frequent Co-authors

Arkadiusz Matwijczuk(18), R. A. Kycia(16), Julian Ławrynowicz(8), Andrzej Zalewski(6), Dariusz Karcz(6), Alicja Matwijczuk(5), Bożena Gładyszewska(5), Grzegorz Czernel(5), Tomasz Oniszczuk(4), Agnieszka Wójtowicz(4), Maciej Combrzyński(4), Marcin Brzeziński(4), Joanna Nieżurawska(4), Osamu Suzuki(4), Agata Dziwulska‐Hunek(4), Piotr Artiemjew(4), Lluís Miquel García Raffi(4), Andrzej Górecki(3), Anna Oniszczuk(3), Irina Perfilieva(3)