Sensitivity analysis approach to model epistemic and aleatory imperfection: Application to Land Cover Change prediction model

Journal of Computational Science ◽

10.1016/j.jocs.2017.10.006 ◽

2017 ◽

Vol 23 ◽

pp. 58-70 ◽

Cited By ~ 8

Author(s):

Wadii Boulila ◽

Zouhayra Ayadi ◽

Imed Riadh Farah

Keyword(s):

Sensitivity Analysis ◽

Land Cover ◽

Prediction Model ◽

Land Cover Change ◽

Analysis Approach ◽

Change Prediction

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Sensitivity analysis of land cover change prediction model in the presence of aleatory and epistemic imperfection

2016 2nd International Conference on Advanced Technologies for Signal and Image Processing (ATSIP) ◽

10.1109/atsip.2016.7523142 ◽

2016 ◽

Author(s):

Zouhayra Ayadi ◽

Wadii Boulila ◽

Imed Riadh Farah

Keyword(s):

Sensitivity Analysis ◽

Land Cover ◽

Prediction Model ◽

Land Cover Change ◽

Change Prediction

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Using Evidence Theory in Land Cover Change Prediction to Model Imperfection Propagation with Correlated Inputs Parameters

Proceedings of the 7th International Joint Conference on Computational Intelligence ◽

10.5220/0005595800470056 ◽

2015 ◽

Cited By ~ 1

Author(s):

Ahlem Ferchichi ◽

Wadii Boulila ◽

Imed Riadh Farah

Keyword(s):

Land Cover ◽

Land Cover Change ◽

Evidence Theory ◽

Change Prediction

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Towards an uncertainty reduction framework for land-cover change prediction using possibility theory

Vietnam Journal of Computer Science ◽

10.1007/s40595-016-0088-7 ◽

2016 ◽

Vol 4 (3) ◽

pp. 195-209 ◽

Cited By ~ 7

Author(s):

Ahlem Ferchichi ◽

Wadii Boulila ◽

Imed Riadh Farah

Keyword(s):

Land Cover ◽

Land Cover Change ◽

Possibility Theory ◽

Uncertainty Reduction ◽

Change Prediction

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Propagating aleatory and epistemic uncertainty in land cover change prediction process

Ecological Informatics ◽

10.1016/j.ecoinf.2016.11.006 ◽

2017 ◽

Vol 37 ◽

pp. 24-37 ◽

Cited By ~ 10

Author(s):

Ahlem Ferchichi ◽

Wadii Boulila ◽

Imed Riadh Farah

Keyword(s):

Land Cover ◽

Land Cover Change ◽

Epistemic Uncertainty ◽

Change Prediction ◽

Aleatory And Epistemic Uncertainty

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Urban Land Use and Land Cover Change Prediction via Self-Adaptive Cellular Based Deep Learning With Multisourced Data

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2019.2956318 ◽

2019 ◽

Vol 12 (12) ◽

pp. 5233-5247 ◽

Cited By ~ 2

Author(s):

Lin Mu ◽

Lizhe Wang ◽

Yuewei Wang ◽

Xiaodao Chen ◽

Wei Han

Keyword(s):

Land Use ◽

Deep Learning ◽

Land Cover ◽

Land Cover Change ◽

Urban Land ◽

Urban Land Use ◽

Change Prediction ◽

Self Adaptive

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The integration method of cellular automata(CA) J-Markov chain(MC), West Java's Northern part characteristics for land cover change prediction study

2014 2nd International Conference on Technology, Informatics, Management, Engineering & Environment ◽

10.1109/time-e.2014.7011596 ◽

2014 ◽

Author(s):

Riantini Virtriana ◽

Irawan Sumarto ◽

Albertus Deliar ◽

Agung Budi Harto ◽

Moh. Taufik ◽

...

Keyword(s):

Markov Chain ◽

Cellular Automata ◽

Land Cover ◽

Land Cover Change ◽

Integration Method ◽

Change Prediction

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An autocorrelation analysis approach to detecting land cover change using hyper-temporal time-series data

2011 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2011.6048906 ◽

2011 ◽

Cited By ~ 1

Author(s):

W. Kleynhans ◽

B.P. Salmon ◽

J.C. Olivier ◽

K.J. Wessels ◽

F. van den Bergh

Keyword(s):

Time Series ◽

Land Cover ◽

Land Cover Change ◽

Time Series Data ◽

Analysis Approach ◽

Series Data ◽

Autocorrelation Analysis

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An Intelligent Possibilistic Approach to Reduce the Effect of the Imperfection Propagation on Land Cover Change Prediction

Computational Collective Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-319-24306-1_51 ◽

2015 ◽

pp. 520-529 ◽

Cited By ~ 1

Author(s):

Ahlem Ferchichi ◽

Wadii Boulila ◽

Imed Riadh Farah

Keyword(s):

Land Cover ◽

Land Cover Change ◽

Change Prediction

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Sensitivity Analysis for L-Band Polarimetric Descriptors and Fusion for Urban Land Cover Change Detection

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2014.2354675 ◽

2014 ◽

Vol 7 (10) ◽

pp. 4231-4242 ◽

Cited By ~ 7

Author(s):

Bhogendra Mishra ◽

Junichi Susaki

Keyword(s):

Sensitivity Analysis ◽

Land Cover ◽

Change Detection ◽

Land Cover Change ◽

Urban Land ◽

Urban Land Cover ◽

L Band ◽

Urban Land Cover Change ◽

Land Cover Change Detection

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An Approach based on Adaptive Decision Tree for Land Cover Change Prediction in Satellite Images

Proceedings of the International Conference on Knowledge Discovery and Information Retrieval and the International Conference on Knowledge Management and Information Sharing ◽

10.5220/0004519700820090 ◽

2013 ◽

Keyword(s):

Land Cover ◽

Decision Tree ◽

Land Cover Change ◽

Satellite Images ◽

Change Prediction

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