Amin Tayyebi

Orcid: 0000-0001-5548-1129

According to our database1, Amin Tayyebi authored at least 12 papers between 2013 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
An efficient built-up land expansion model using a modified U-Net.
Int. J. Digit. Earth, 2022

2017
Integration of genetic algorithm and multiple kernel support vector regression for modeling urban growth.
Comput. Environ. Urban Syst., 2017

Coupling machine learning, tree-based and statistical models with cellular automata to simulate urban growth.
Comput. Environ. Urban Syst., 2017

Long-Term Land Cover Data for the Lower Peninsula of Michigan, 2010-2050.
Data, 2017

2016
FSAUA: A framework for sensitivity analysis and uncertainty assessment in historical and forecasted land use maps.
Environ. Model. Softw., 2016

Assessing the suitability of GlobeLand30 for mapping land cover in Germany.
Int. J. Digit. Earth, 2016

SmartScape™: A web-based decision support system for assessing the tradeoffs among multiple ecosystem services under crop-change scenarios.
Comput. Electron. Agric., 2016

2014
Predicting the expansion of an urban boundary using spatial logistic regression and hybrid raster-vector routines with remote sensing and GIS.
Int. J. Geogr. Inf. Sci., 2014

Comparing three global parametric and local non-parametric models to simulate land use change in diverse areas of the world.
Environ. Model. Softw., 2014

A big data urban growth simulation at a national scale: Configuring the GIS and neural network based Land Transformation Model to run in a High Performance Computing (HPC) environment.
Environ. Model. Softw., 2014

Modeling multiple land use changes using ANN, CART and MARS: Comparing tradeoffs in goodness of fit and explanatory power of data mining tools.
Int. J. Appl. Earth Obs. Geoinformation, 2014

2013
Simulating Land Use Land Cover Change Using Data Mining and Machine Learning Algorithms
PhD thesis, 2013


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