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

Deep Learning for Drug Design: an Artificial Intelligence Paradigm for Drug Discovery in the Big Data Era

(2018) Yankang Jing et al.   AAPS Journal

Multiple model combination methods for annual maximum water level prediction during river ice breakup

(2018) Wei Sun et al.   HYDROLOGICAL PROCESSES

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

(2017) Bing-Chen Jhong et al.   JOURNAL OF HYDROLOGY

Estimate of Suspended Sediment Concentration from Monitored Data of Turbidity and Water Level Using Artificial Neural Networks

(2017) Vanessa Sari et al.   WATER RESOURCES MANAGEMENT

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

(2016) Arpita Nandi et al.   Environmental Earth Sciences

Performance Enhancement of Rainfall Pattern – Water Level Prediction Model Utilizing Self-Organizing-Map Clustering Method

(2016) Fahimi Farzad et al.   WATER RESOURCES MANAGEMENT

Deep learning

(2015) Yann LeCun et al.   NATURE

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

(2015) Babak Alipanahi et al.   NATURE BIOTECHNOLOGY

Reservoir Inflow Forecasting Using Ensemble Models Based on Neural Networks, Wavelet Analysis and Bootstrap Method

(2015) Sanjeet Kumar et al.   WATER RESOURCES MANAGEMENT

Regional flood inundation nowcast using hybrid SOM and dynamic neural networks

(2014) Li-Chiu Chang et al.   JOURNAL OF HYDROLOGY

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

(2014) Mahyat Shafapour Tehrany et al.   JOURNAL OF HYDROLOGY

Improving the flood prediction capability of the Xinanjiang model in ungauged nested catchments by coupling it with the geomorphologic instantaneous unit hydrograph

(2014) Cheng Yao et al.   JOURNAL OF HYDROLOGY

Wavelet Analysis-Support Vector Machine Coupled Models for Monthly Rainfall Forecasting in Arid Regions

(2014) Qi Feng et al.   WATER RESOURCES MANAGEMENT

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

(2013) Gwo-Fong Lin et al.   JOURNAL OF HYDROLOGY

Daily Forecasting of Dam Water Levels: Comparing a Support Vector Machine (SVM) Model With Adaptive Neuro Fuzzy Inference System (ANFIS)

(2013) Afiq Hipni et al.   WATER RESOURCES MANAGEMENT

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

(2012) Solomon Dagnachew Seyoum et al.   JOURNAL OF HYDRAULIC ENGINEERING

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

(2011) Phuoc Khac-Tien Nguyen et al.   HYDROLOGICAL PROCESSES

Support vector machine-based models for hourly reservoir inflow forecasting during typhoon-warning periods

(2009) Gwo-Fong Lin et al.   JOURNAL OF HYDROLOGY