Manifolds. jl: an extensible Julia framework for data analysis on manifolds
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 …
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 …
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 …
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
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 …
systems. Touch screen-based methods are very convenient for users and do not require …
[PDF][PDF] ASA-graphs for efficient data representation and processing
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 …
mining, cognitive, knowledge-based, and explainable AI systems, including deep neural …
Application of elastic principal component analysis to person recognition based on screen gestures
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 …
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
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 …
In most applications it is, however, reduced to checking if the user entered the correct …