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Publications information icon

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 Verlag2021Publications information icon

Change detection from satellite data time series using pixel value distributions

Peer-reviewed
Open access
Saarela, Olli; Molinier, Matthieu; Sirro, Laura
ESA Living Planet Symposium 20132013Publications information icon

Essays on Time Series Momentum

Open access
Pitkäjärvi, Aleksi
Aalto University2023Publications information icon

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

Peer-reviewed
Open access
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 Sensing2020Publications information icon

Locally and globally explainable time series tweaking

Peer-reviewed
Open access
DOI
10.1007/s10115-019-01389-4
Karlsson, Isak; Rebane, Jonathan; Papapetrou, Panagiotis; Gionis, Aristides
Knowledge and Information Systems2019Publications information icon

Time series prediction using DirRec strategy

Peer-reviewed
Sorjamaa, Antti; Lendasse, Amaury
-2006Publications information icon

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

Peer-reviewed
Open access
DOI
10.3390/agriculture13051029
Mohr, Jasper; Tewes, Andreas; Ahrends, Hella; Gaiser, Thomas
Agriculture (Basel)2023Publications information icon

A MapReduce Based Approach for Secure Batch Satellite Image Encryption

Peer-reviewed
Open access
DOI
10.1109/ACCESS.2023.3279719
Al-Khasawneh, Mahmoud Ahmad S.; Faheem, Muhammad; Aldhahri, Eman A.; Alzahrani, Abdulrahman; Alarood...
IEEE access2023Publications information icon

Independent Component Analysis for Financial Time Series

Peer-reviewed
Oja, Erkki; Kiviluoto, K.; Malaroiu, S.
-2000Publications information icon

ICA Preprocessing for Time Series Prediction

Peer-reviewed
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

Peer-reviewed
Open access
2013

Essays on Time Series Momentum

Open access
2023

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

Peer-reviewed
Open access
DOI
10.1109/JSTARS.2020.2999615
2020

Locally and globally explainable time series tweaking

Peer-reviewed
Open access
DOI
10.1007/s10115-019-01389-4
2019

Time series prediction using DirRec strategy

Peer-reviewed
2006

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

Peer-reviewed
Open access
DOI
10.3390/agriculture13051029
2023

A MapReduce Based Approach for Secure Batch Satellite Image Encryption

Peer-reviewed
Open access
DOI
10.1109/ACCESS.2023.3279719
2023

Independent Component Analysis for Financial Time Series

Peer-reviewed
2000

ICA Preprocessing for Time Series Prediction

Peer-reviewed
2000