2019

Attribution of Multivariate Extreme Events.
Yanira Guanche and Maha Shadaydeh and Miguel Mahecha and Joachim Denzler.
Climate Informatics Workshop. 2019.
[bibtex] [pdf] [abstract]
Time-Frequency Causal Inference Uncovers Anomalous Events in Environmental Systems.
Maha Shadaydeh and Joachim Denzler and Yanira Guanche Garcia and Miguel Mahecha.
German Conference on Pattern Recognition (GCPR). 2019.
[bibtex] [pdf] [abstract]
Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection.
Björn Barz and Erik Rodner and Yanira Guanche Garcia and Joachim Denzler.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 41 (5): pages 1088-1101. 2019. (Pre-print published in 2018.)
[bibtex] [pdf] [web] [code] [abstract]

2018

Analyzing the Time Variant Causality in Ecological Time Series: A Time-Frequency Approach.
Maha Shadaydeh and Yanira Guanche Garcia and Miguel Mahecha and Markus Reichstein and Joachim Denzler.
International Conference on Ecological Informatics (ICEI). Pages 151-152. 2018.
[bibtex] [abstract]
Extreme anomaly event detection in biosphere using linear regression and a spatiotemporal MRF model.
Yanira Guanche Garcia and Maha Shadaydeh and Miguel Mahecha and Joachim Denzler.
Natural Hazards. pages 1-19. 2018.
[bibtex] [pdf] [web] [abstract]
BACI: Towards a Biosphere Atmosphere Change Index - Detection of extreme events in the biosphere.
Yanira Guanche Garcia and Maha Shadaydeh and Miguel Mahecha and Markus Reichstein and Joachim Denzler. (2018)
[bibtex] [pdf] [web]
Causality analysis of ecological time series: a time-frequency approach.
Maha Shadaydeh and Yanira Guanche Garcia and Miguel Mahecha and Markus Reichstein and Joachim Denzler.
Climate Informatics Workshop 2018. 2018.
[bibtex] [pdf]

2017

Biosphere Anomalies Detection by Regression Models.
Yanira Guanche and Maha Shadaydeh and Miguel Mahecha and Joachim Denzler.
Conference on Advances in Extreme Value Analysis and Application to Natural Hazards (EVAN). 2017.
[bibtex] [pdf]
Maximally Divergent Intervals for Extreme Weather Event Detection.
Björn Barz and Yanira Guanche and Erik Rodner and Joachim Denzler.
MTS/IEEE OCEANS Conference Aberdeen. Pages 1-9. 2017.
[bibtex] [pdf] [abstract]
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]
Modelling ocean parameters through Graphical Models.
Felix Schneider and Yanira Guanche and Joachim Denzler.
MTS/IEEE OCEANS Conference Aberdeen. Pages 1-6. 2017.
[bibtex] [pdf]

2016

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]
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]
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]
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]

2014

Closure of discussion: Point-in-time and extreme-value probability simulation technique for engineering design.
Roberto Minguez and Yanira Guanche and Fernando J. Mendez.
Structural Safety. pages 5-7. 2014.
[bibtex] [abstract]
A methodology for deriving extreme nearshore sea conditions for structural design and flood risk analysis.
Ben Gouldby and Fernando J. Mendez and Yanira Guanche and Ana Rueda and Roberto Minguez.
Coastal Engineering. pages 15-26. 2014.
[bibtex] [abstract]
A method for finding the optimal predictor indices for local wave climate conditions.
Paula Camus and Fernando J. Mendez and Inigo J. Losada and Melisa Menendez and Antonio Espejo and Jorge Perez and Ana Rueda and Yanira Guanche.
Ocean Dynamics. pages 1025-1038. 2014.
[bibtex] [abstract]

2013

Autoregressive logistic regression applied to atmospheric circulation patterns.
Yanira Guanche and Roberto Minguez and Fernando J. Mendez.
Climate Dynamics. 42 (1): pages 537-552. 2013.
[bibtex] [abstract]
A simplified method to downscale wave dynamics on vertical breakwaters.
Yanira Guanche and Paula Camus and Raul Guanche and Fernando J. Mendez and Raul Medina.
Coastal Engineering. pages 68-77. 2013.
[bibtex] [abstract]
Climate-based Monte Carlo simulation of trivariate sea states.
Yanira Guanche and Roberto Minguez and Fernando J. Mendez.
Coastal Engineering. pages 107-121. 2013.
[bibtex] [abstract]
Point-in-time and extreme-value probability simulation technique for engineering design.
Roberto Minguez and Yanira Guanche and Fernando J. Mendez.
Structural Safety. pages 29-36. 2013.
[bibtex] [abstract]
Numerical simulation of three-dimensional breaking waves on a gravel slope using a two-phase flow NavierStokes model.
Pablo Higuera and Manuel Jesus and Javier L. Lara and Inigo J. Losada and Yanira Guanche and Gabriel Barajas.
Journal of Computational and Applied Mathematics. pages 144-152. 2013.
[bibtex] [abstract]

2012

A multivariate approach to estimate design loads for offshore wind turbines.
Yanira Guanche and Raul Guanche and Paula Camus and Fernando J. Mendez and Raul Medina.
Wind Energy. 16 (7): pages 1091-1106. 2012.
[bibtex] [abstract]