New Tool for Visualization of Time Series and Anomalies in Streaming Data

To chci

A new software tool for simultaneous visualization of multiple time dependent signals, featuring a novel and highly useful combination of capabilities, and published as an open source solution is presented in this paper. The tool is designed to meet the needs of its users who expect lightweight, interactive & intuitive use and ease of deployment in current setups, including live monitoring systems with anomaly detection, highlighting and streaming data processing abilities. The functionality and motivation for our system is derived from various signal analysis applications, our research activities related to design and evaluation of neural network models, and from systems for continuous monitoring and anomaly detection (e.g. in IT or medical domains), which is demonstrated on simple use case examples. … celý popis

Podrobná bibliografie

Hlavní autor

Marek Otáhal

Další autoři

Olga Štěpánková, 1949-

Typ dokumentu

Články

Fyzický popis

7 ilustrací

Publikováno v

Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis. -- ISSN 1211-8516. -- Roč. 64, č. 4 (2016), s. 1353-1364

Témata

DATA COLLECTION

SENSORS

COMPUTER APPLICATIONS

COMPUTER SOFTWARE

DATA PROCESSING

Information classification

networks

MODELS

TIME

IMAGERY

METHODS

monitorování

sběr dat

automatizace

senzory

použití počítačů

software

zpracování dat

třídění informací

sítě

modely

čas

zobrazování

metody

detekce anomálií > vizualizace

Popis jednotky

6 grafů, 1 schéma

Bibliografie

Seznam literatury na s. 1363-1364