4.7 Article

Real-Time Water-Level Forecasting Using Dilated Causal Convolutional Neural Networks

Related references

Note: Only part of the references are listed.
Article Engineering, Civil

An integrated two-stage support vector machine approach to forecast inundation maps during typhoons

Bing-Chen Jhong et al.

JOURNAL OF HYDROLOGY (2017)

Article Environmental Sciences

Flood hazard mapping in Jamaica using principal component analysis and logistic regression

Arpita Nandi et al.

ENVIRONMENTAL EARTH SCIENCES (2016)

Review Multidisciplinary Sciences

Deep learning

Yann LeCun et al.

NATURE (2015)

Article Biotechnology & Applied Microbiology

Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning

Babak Alipanahi et al.

NATURE BIOTECHNOLOGY (2015)

Article Engineering, Civil

Regional flood inundation nowcast using hybrid SOM and dynamic neural networks

Li-Chiu Chang et al.

JOURNAL OF HYDROLOGY (2014)

Article Engineering, Civil

Flood susceptibility mapping using a novel ensemble weights-of-evidence and support vector machine models in GIS

Mahyat Shafapour Tehrany et al.

JOURNAL OF HYDROLOGY (2014)

Article Engineering, Civil

Development of an effective data-driven model for hourly typhoon rainfall forecasting

Gwo-Fong Lin et al.

JOURNAL OF HYDROLOGY (2013)

Article Water Resources

The data-driven approach as an operational real-time flood forecasting model

Phuoc Khac-Tien Nguyen et al.

HYDROLOGICAL PROCESSES (2012)

Article Engineering, Civil

Coupled 1D and Noninertia 2D Flood Inundation Model for Simulation of Urban Flooding

Solomon Dagnachew Seyoum et al.

JOURNAL OF HYDRAULIC ENGINEERING-ASCE (2012)

Article Geosciences, Multidisciplinary

Improved estimation of flood parameters by combining space based SAR data with very high resolution digital elevation data

H. Zwenzner et al.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2009)

Article Engineering, Civil

Support vector regression for real-time flood stage forecasting

Pao-Shan Yu et al.

JOURNAL OF HYDROLOGY (2006)

Article Computer Science, Artificial Intelligence

A fast learning algorithm for deep belief nets

Geoffrey E. Hinton et al.

NEURAL COMPUTATION (2006)

Article Geosciences, Multidisciplinary

Multi-criteria calibration of a conceptual runoff model using a genetic algorithm

J Seibert

HYDROLOGY AND EARTH SYSTEM SCIENCES (2000)