Manifolds. jl: an extensible Julia framework for data analysis on manifolds

SD Axen, M Baran, R Bergmann, K Rzecki - ACM Transactions on …, 2023 - dl.acm.org
We present the Julia package Manifolds. jl, providing a fast and easy-to-use library of
Riemannian manifolds and Lie groups. This package enables working with data defined on …

Classification algorithm for person identification and gesture recognition based on hand gestures with small training sets

K Rzecki - Sensors, 2020 - mdpi.com
Classification algorithms require training data initially labelled by classes to build a model
and then to be able to classify the new data. The amount and diversity of training data affect …

[PDF][PDF] A genetic algorithm for the maximum 2-packing set problem

JA Trejo-Sánchez, D Fajardo-Delgado… - … Journal of Applied …, 2020 - intapi.sciendo.com
Given an undirected connected graph G=(V, E), a subset of vertices S is a maximum 2-
packing set if the number of edges in the shortest path between any pair of vertices in S is at …

Application of elastic shape analysis to user authentication and identification

K Rzecki, M Baran - IEEE Transactions on Emerging Topics in …, 2021 - ieeexplore.ieee.org
Different methods of user identification and authentication are widely used in security
systems. Touch screen-based methods are very convenient for users and do not require …

[PDF][PDF] ASA-graphs for efficient data representation and processing

A Horzyk, D Bulanda, JA Starzyk - International Journal of …, 2020 - intapi.sciendo.com
Fast discovering of various relationships in data is an important feature of modern data
mining, cognitive, knowledge-based, and explainable AI systems, including deep neural …

Application of elastic principal component analysis to person recognition based on screen gestures

M Baran, L Siwik, K Rzecki - … Conference on Artificial Intelligence and Soft …, 2019 - Springer
Person identification based on touch screen gestures is a well-known method of
authentication in mobile devices. Usually it is only checked if the user entered the correct …

The Elastic k-Nearest Neighbours Classifier for Touch Screen Gestures

K Rzecki, L Siwik, M Baran - … Conference on Artificial Intelligence and Soft …, 2019 - Springer
Touch screen gestures are a well-known method of person authentication in mobile devices.
In most applications it is, however, reduced to checking if the user entered the correct …