2017

Multivariate anomaly detection for Earth observations: a comparison of algorithms and feature extraction techniques.
Milan Flach and F. Gans and Alexander Brenning and Joachim Denzler and Markus Reichstein and Erik Rodner and Sebastian Bathiany and Paul Bodesheim and Yanira Guanche and Sebasitan Sippel and Miguel D. Mahecha.
Earth System Dynamics. 8 (3): pages 677-696. 2017.
[bibtex] [web]

2016

Maximally Divergent Intervals for Anomaly Detection.
Erik Rodner and Björn Barz and Yanira Guanche and Milan Flach and Miguel Mahecha and Paul Bodesheim and Markus Reichstein and Joachim Denzler.
ICML Workshop on Anomaly Detection (ICML-WS). 2016. Best Paper Award
[bibtex] [pdf] [code]
Detecting Multivariate Biosphere Extremes.
Yanira Guanche Garcia and Erik Rodner and Milan Flach and Sebastian Sippel and Miguel Mahecha and Joachim Denzler.
International Workshop on Climate Informatics (CI). Pages 9-12. 2016.
[bibtex] [web] [abstract]
Using Statistical Process Control for detecting anomalies in multivariate spatiotemporal Earth Observations.
Milan Flach and Miguel Mahecha and Fabian Gans and Erik Rodner and Paul Bodesheim and Yanira Guanche-Garcia and Alexander Brenning and Joachim Denzler and Markus Reichstein.
European Geosciences Union General Assembly. 2016.
[bibtex] [pdf] [web]
Multivariate Anomaly Detection for Earth Observations: A Comparison of Algorithms and Feature Extraction Techniques.
Milan Flach and Fabian Gans and Alexander Brenning and Joachim Denzler and Markus Reichstein and Erik Rodner and Sebastian Bathiany and Paul Bodesheim and Yanira Garcia Guanche and Sebastian Sippel and Miguel Mahecha.
Earth System Dynamics. 2016. in discussion
[bibtex] [web]

2015

Recurrence Analysis of Eddy Covariance Fluxes.
Holger Lange and Milan Flach and Thomas Foken and Michael Hauhs.
European Geosciences Union General Assembly. 2015.
[bibtex] [web] [abstract]