Development of flood hazard map and emergency relief operation system using hydrodynamic modeling and machine learning algorithm

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 29.7K citations

Engineering, Machine Learning, Feature Learning +7

A scaled conjugate gradient algorithm for fast supervised learning

Martin F. Møller · Neural Networks · 1993 · 4K citations

Engineering, Machine Learning, Pattern Recognition +4

At Risk: Natural Hazards, People's Vulnerability, and Disasters

Joseph F. St. Cyr · Journal of Homeland Security and Emergency Management · 2005 · 3.4K citations

Engineering, Natural Hazards, Natural Disasters +16

Understanding, management and modelling of urban hydrology and its consequences for receiving waters: A state of the art

Tim D. Fletcher, Hervé Andrieu, Perrine Hamel · Advances in Water Resources · 2012 · 956 citations

Engineering, Urban Hydrology, Water Resources +6

Evaluating machine learning and statistical prediction techniques for landslide susceptibility modeling

Jason Goetz, Alexander Brenning, Helene Petschko et al. · Computers & Geosciences · 2015 · 795 citations

Rock Slide, Disaster Detection, Engineering +13