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Outlier Detection

Java program that provides left or two sided Moving Window Median outlier detection

You'll need to add the following external libraries to your classpath:

log4j: http://logging.apache.org/log4j/1.2/

JDBC4 Postgresql Driver: http://jdbc.postgresql.org/download.html

Furthermore you'll need a config.properties file with the following content in your project folder. Specify your database username, password, url, the window width for left sided outlier detection, the window widths for the two sided window used for the Air Quality Egg and Lanuv data and the factor used in the Running Median class for sensibility.

Set "reset_outlier_information=true" if outlier detection should be performed for all values stored in the database and allready validated values will be checked again (otherwise false).

db_username=[name of your database user]
db_password=[password for database user]
db_url=[url to database, fomatted as: ' //hostname:port/database name ']
window_width=30
aqe_window_width=25 
lanuv_window_width=11
border_multiplicator=1.5
reset_outlier_information=true

Geosoft II Seminar Projects at ifgi's Projects

aeolus icon aeolus

System zur Erfassung, Modellierung und Visualisierung von Luftqualitätsinformationen

apollo13_geosoft-ii icon apollo13_geosoft-ii

Hier wird für Christian Knoth und Ezda Pebesma programmiert :) Irgandwas mit Fernerkundung und Machine Learning

ccceocubes icon ccceocubes

A lightweight R-based RESTful service to analyze Earth Observation data cubes in the cloud.

demos icon demos

The software demonstrations of the course "Geosoftware II" from the winter semester 20/21.

geosoft2-2018 icon geosoft2-2018

Geosoftware II seminar material for initial training and code review

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