Water Level Prediction through Hybrid SARIMA and ANN Models Based on Time Series Analysis: Red Hills Reservoir Case Study

The lived experience of disadvantaged communities affected by the 2015 South Indian Floods: Implications for disaster risk reduction dialogue

(2021) Revathi N. Krishna et al.   International Journal of Disaster Risk Reduction

Kabul River Flow Prediction Using Automated ARIMA Forecasting: A Machine Learning Approach

(2021) Muhammad Ali Musarat et al.   Sustainability

Analysis and Prediction of Dammed Water Level in a Hydropower Reservoir Using Machine Learning and Persistence-Based Techniques

(2020) C. Castillo-Botón et al.   Water

Combining statistical machine learning models with ARIMA for water level forecasting: The case of the Red river

(2020) Thi-Thu-Hong Phan et al.   ADVANCES IN WATER RESOURCES

Facebook and Whatsapp as disaster management tools during the Chennai (India) floods of 2015

(2019) N. Bhuvana et al.   International Journal of Disaster Risk Reduction

Modeling and forecasting building energy consumption: A review of data-driven techniques

(2019) Mathieu Bourdeau et al.   Sustainable Cities and Society

On the use of ARIMA models for short-term water tank levels forecasting

(2019) G. Viccione et al.   Water Science and Technology-Water Supply

Simulation of a heavy rainfall event over Chennai in Southeast India using WRF: Sensitivity to microphysics parameterization

(2018) P. Reshmi Mohan et al.   ATMOSPHERIC RESEARCH

Error correction-based forecasting of reservoir water levels: Improving accuracy over multiple lead times

(2018) Xiaojing Zhang et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Influence of atmospheric rivers in the occurrence of devastating flood associated with extreme precipitation events over Chennai using different reanalysis data sets

(2018) D. Dhana Lakshmi et al.   ATMOSPHERIC RESEARCH

Combined gamma and M-test-based ANN and ARIMA models for groundwater fluctuation forecasting in semiarid regions

(2017) Bahram Choubin et al.   Environmental Earth Sciences

Improving streamflow forecast using optimal rain gauge network-based input to artificial neural network models

(2017) Sajal Kumar Adhikary et al.   HYDROLOGY RESEARCH

A hybrid wavelet-support vector machine model for prediction of Lake water level fluctuations using hydro-meteorological data

(2017) Basant Yadav et al.   MEASUREMENT

Analysis of water budget prediction accuracy using ARIMA models

(2017) M. Birylo et al.   Water Science and Technology-Water Supply

Improving streamflow forecast using optimal rain gauge network-based input to artificial neural network models

(2017) Sajal Kumar Adhikary et al.   Hydrology Research

Evaluation of a multiple linear regression model and SARIMA model in forecasting heat demand for district heating system

(2016) Tingting Fang et al.   APPLIED ENERGY

Neural network model for discharge and water-level prediction for Ramganga River catchment of Ganga Basin, India

(2016) M.Y.A. Khan et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Potential application of wavelet neural network ensemble to forecast streamflow for flood management

(2016) K.S. Kasiviswanathan et al.   JOURNAL OF HYDROLOGY

Influence of 2015 flood on the distribution and occurrence of microplastic pellets along the Chennai coast, India

(2016) S. Veerasingam et al.   MARINE POLLUTION BULLETIN

India contemplates climate change concerns after floods ravaged the coastal city of Chennai

(2016) Kandasamy Selvaraj et al.   OCEAN & COASTAL MANAGEMENT

Daily water level forecasting using wavelet decomposition and artificial intelligence techniques

(2015) Youngmin Seo et al.   JOURNAL OF HYDROLOGY

Predicting the Water Level Fluctuation in an Alpine Lake Using Physically Based, Artificial Neural Network, and Time Series Forecasting Models

(2015) Chih-Chieh Young et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

An estimation model for determining the annual energy cost budget in educational facilities using SARIMA (seasonal autoregressive integrated moving average) and ANN (artificial neural network)

(2014) Kwangbok Jeong et al.   ENERGY

A genetic programming technique for lake level modeling

(2014) Ali Aytek et al.   HYDROLOGY RESEARCH

A Stochastic Modelling Technique for Groundwater Level Forecasting in an Arid Environment Using Time Series Methods

(2014) Mohammad Mirzavand et al.   WATER RESOURCES MANAGEMENT

Guest EditorialIntegrated Healthcare Information Systems

(2012) Ling Li et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

EMG and EPP-Integrated Human–Machine Interface Between the Paralyzed and Rehabilitation Exoskeleton

(2012) Y. H. Yin et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Using artificial neural network models in stock market index prediction

(2011) Erkam Guresen et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel Bayesian learning method for information aggregation in modular neural networks

(2009) Pan Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS