Amin Tayyebi

An urban growth boundary model using neural networks, GIS and radial parameterization: An application to Tehran, Iran

Amin Tayyebi · Landscape and Urban Planning · 2010 · 265 citations

Urban Land Use, Urban Geography, Urban Modelling +6

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 et al. · Environmental Modelling & Software · 2013 · 259 citations

Engineering, Data Science, Urban Modelling +10

Urban expansion and its consumption of high-quality farmland in Beijing, China

Wei Song, Bryan C. Pijanowski, Amin Tayyebi · Ecological Indicators · 2015 · 192 citations · Full text

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 · International Journal of Applied Earth Observation and Geoinformation · 2013 · 178 citations

Engineering, Data Science, Data Mining +11

Coupling machine learning, tree-based and statistical models with cellular automata to simulate urban growth

Hossein Shafizadeh‐Moghadam, Ali Asghari, Amin Tayyebi et al. · Computers Environment and Urban Systems · 2017 · 143 citations

Urban Growth, Urban Design, Machine Learning +10