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Optical Satellite Image Time Series Analysis for Environment Applications: From Classical Methods to Deep Learning and Beyond

DOI
10.1002/9781119882299.ch4
Molinier, Matthieu; Miettinen, Jukka; Ienco, Dino; Qiu, Shi; Zhu, Zhe
Wiley-VCH Verlag2021Publicationer information ikon

Change detection from satellite data time series using pixel value distributions

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Öppen tillgång
Saarela, Olli; Molinier, Matthieu; Sirro, Laura
ESA Living Planet Symposium 20132013Publicationer information ikon

Essays on Time Series Momentum

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Pitkäjärvi, Aleksi
Aalto University2023Publicationer information ikon

Robust Low-rank Change Detection for Multivariate SAR Image Time Series

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DOI
10.1109/JSTARS.2020.2999615
Mian, Ammar; Collas, Antoine; Breloy, Arnaud; Ginolhac, Guillaume; Ovarlez, Jean-Philippe
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing2020Publicationer information ikon

Locally and globally explainable time series tweaking

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DOI
10.1007/s10115-019-01389-4
Karlsson, Isak; Rebane, Jonathan; Papapetrou, Panagiotis; Gionis, Aristides
Knowledge and Information Systems2019Publicationer information ikon

Time series prediction using DirRec strategy

Referentgranskad
Sorjamaa, Antti; Lendasse, Amaury
-2006Publicationer information ikon

Assessing the Within-Field Heterogeneity Using Rapid-Eye NDVI Time Series Data

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DOI
10.3390/agriculture13051029
Mohr, Jasper; Tewes, Andreas; Ahrends, Hella; Gaiser, Thomas
Agriculture (Basel)2023Publicationer information ikon

A MapReduce Based Approach for Secure Batch Satellite Image Encryption

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DOI
10.1109/ACCESS.2023.3279719
Al-Khasawneh, Mahmoud Ahmad S.; Faheem, Muhammad; Aldhahri, Eman A.; Alzahrani, Abdulrahman; Alarood...
IEEE access2023Publicationer information ikon

Independent Component Analysis for Financial Time Series

Referentgranskad
Oja, Erkki; Kiviluoto, K.; Malaroiu, S.
-2000Publicationer information ikon

ICA Preprocessing for Time Series Prediction

Referentgranskad
Malaroiu, S.; Kiviluoto, K.; Oja, E.
-2000

Optical Satellite Image Time Series Analysis for Environment Applications: From Classical Methods to Deep Learning and Beyond

DOI
10.1002/9781119882299.ch4
2021

Change detection from satellite data time series using pixel value distributions

Referentgranskad
Öppen tillgång
2013

Essays on Time Series Momentum

Öppen tillgång
2023

Robust Low-rank Change Detection for Multivariate SAR Image Time Series

Referentgranskad
Öppen tillgång
DOI
10.1109/JSTARS.2020.2999615
2020

Locally and globally explainable time series tweaking

Referentgranskad
Öppen tillgång
DOI
10.1007/s10115-019-01389-4
2019

Time series prediction using DirRec strategy

Referentgranskad
2006

Assessing the Within-Field Heterogeneity Using Rapid-Eye NDVI Time Series Data

Referentgranskad
Öppen tillgång
DOI
10.3390/agriculture13051029
2023

A MapReduce Based Approach for Secure Batch Satellite Image Encryption

Referentgranskad
Öppen tillgång
DOI
10.1109/ACCESS.2023.3279719
2023

Independent Component Analysis for Financial Time Series

Referentgranskad
2000

ICA Preprocessing for Time Series Prediction

Referentgranskad
2000