Simulating Land Use Land Cover Change Using Data Mining and Machine Learning Algorithms - Amin Tayyebi (2013)

Modeling multiple land use changes using ANN, CART and MARS: Comparing tradeoffs in goodness of fit and explanatory power of data mining tools. - Amin Tayyebi; Bryan C. Pijanowski (Int. J. Appl. Earth Obs. Geoinformation, 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. - Bryan C. Pijanowski; Amin Tayyebi; Jarrod Doucette; Burak K. Pekin; David Braun; James Plourde (Environ. Model. Softw., 2014)

Comparing three global parametric and local non-parametric models to simulate land use change in diverse areas of the world. - Amin Tayyebi; Bryan C. Pijanowski; Marc Linderman; Claudio Gratton (Environ. Model. Softw., 2014)

Predicting the expansion of an urban boundary using spatial logistic regression and hybrid raster-vector routines with remote sensing and GIS. - Amin Tayyebi; Phillips Christian Perry; Amir Hossein Tayyebi (Int. J. Geogr. Inf. Sci., 2014)

SmartScape™: A web-based decision support system for assessing the tradeoffs among multiple ecosystem services under crop-change scenarios. - Amin Tayyebi; Timothy D. Meehan; Jeffrey Dischler; Gary Radloff; Michael Ferris 001; Claudio Gratton (Comput. Electron. Agric., 2016)

Assessing the suitability of GlobeLand30 for mapping land cover in Germany. - Jamal Jokar Arsanjani; Linda See; Amin Tayyebi (Int. J. Digit. Earth, 2016)

FSAUA: A framework for sensitivity analysis and uncertainty assessment in historical and forecasted land use maps. - Amin Tayyebi; Amir Hossein Tayyebi; Jamal Jokar Arsanjani; Hossein Shafizadeh-Moghadam; Hichem Omrani (Environ. Model. Softw., 2016)

Long-Term Land Cover Data for the Lower Peninsula of Michigan, 2010-2050. - Amin Tayyebi; Samuel J. Smidt; Bryan C. Pijanowski (Data, 2017)

Coupling machine learning, tree-based and statistical models with cellular automata to simulate urban growth. - Hossein Shafizadeh-Moghadam; Ali Asghari; Amin Tayyebi; Mohammad Taleai (Comput. Environ. Urban Syst., 2017)

Integration of genetic algorithm and multiple kernel support vector regression for modeling urban growth. - Hossein Shafizadeh-Moghadam; Amin Tayyebi; Mohammad Ahmadlou; Mahmoud Reza Delavar; Mahdi Hasanlou (Comput. Environ. Urban Syst., 2017)

An efficient built-up land expansion model using a modified U-Net. - Hanieh Shojaei; Saeed Nadi; Hossein Shafizadeh-Moghadam; Amin Tayyebi; John L. van Genderen (Int. J. Digit. Earth, 2022)