1 citations · 1 across the 4 of their papers we have counts for
4 papers
Diffusion of tacit knowledge in a company: a mathematical model based on diffusion on graphs
Radosław A. Kycia, Agnieszka Niemczynowicz, Andrzej Buszko
This article is devoted to the process of diffusing tacit knowledge. This intangible asset has proven crucial for achieving a competitive advantage among market-oriented companies.…
Fully tensorial approach to hypercomplex-valued neural networks
Agnieszka Niemczynowicz, Radosław Antoni Kycia
A fully tensorial theoretical framework for hypercomplex-valued neural networks is presented. The proposed approach enables neural network architectures to operate on data defined…
KHNNs: hypercomplex neural networks computations via Keras using TensorFlow and PyTorch
Agnieszka Niemczynowicz, Radosław Antoni Kycia
Neural networks used in computations with more advanced algebras than real numbers perform better in some applications. However, there is no general framework for constructing hype…
Hypercomplex neural network in time series forecasting of stock data
Radosław Kycia, Agnieszka Niemczynowicz
The goal of this paper is to test three classes of neural network (NN) architectures based on four-dimensional (4D) hypercomplex algebras for time series prediction. We evaluate di…