Gene Expression Programming Coupled with Unsupervised Learning: A Two-Stage Learning Process in Multi-Scale, Short-Term Water Demand Forecasts

Hybrid regression model for near real-time urban water demand forecasting

(2017) Bruno M. Brentan et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Clustering and Support Vector Regression for Water Demand Forecasting and Anomaly Detection

(2017) Antonio Candelieri   Water

Medium-Term Urban Water Demand Forecasting with Limited Data Using an Ensemble Wavelet–Bootstrap Machine-Learning Approach

(2015) Mukesh K. Tiwari et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Urban Residential Water Demand Prediction Based on Artificial Neural Networks and Time Series Models

(2015) Muhammad A. Al-Zahrani et al.   WATER RESOURCES MANAGEMENT

Medium-Term Urban Water Demand Forecasting with Limited Data Using an Ensemble Wavelet–Bootstrap Machine-Learning Approach

(2015) Mukesh K. Tiwari et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Modeling of daily pan evaporation in sub tropical climates using ANN, LS-SVR, Fuzzy Logic, and ANFIS

(2014) Manish Kumar Goyal et al.   EXPERT SYSTEMS WITH APPLICATIONS

A fully adaptive forecasting model for short-term drinking water demand

(2013) M. Bakker et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Application of a Combination Model Based on Wavelet Transform and KPLS-ARMA for Urban Annual Water Demand Forecasting

(2013) Lili Huang et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Urban water demand forecasting and uncertainty assessment using ensemble wavelet-bootstrap-neural network models

(2013) Mukesh K. Tiwari et al.   WATER RESOURCES RESEARCH

Evaluation of gene expression programming approaches for estimating daily evaporation through spatial and temporal data scanning

(2012) Jalal Shiri et al.   HYDROLOGICAL PROCESSES

Use of Gene Expression Programming for Multimodel Combination of Rainfall-Runoff Models

(2012) Achela K. Fernando et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Hybrid Water Demand Forecasting Model Associating Artificial Neural Network with Fourier Series

(2012) Frederico Keizo Odan et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

An extensive comparative study of cluster validity indices

(2012) Olatz Arbelaitz et al.   PATTERN RECOGNITION

Wet-Bulb Temperature from Relative Humidity and Air Temperature

(2011) Roland Stull   Journal of Applied Meteorology and Climatology

Investigating chaos in river stage and discharge time series

(2011) Rahman Khatibi et al.   JOURNAL OF HYDROLOGY

Precipitation Forecasting Using Wavelet-Genetic Programming and Wavelet-Neuro-Fuzzy Conjunction Models

(2011) Ozgur Kisi et al.   WATER RESOURCES MANAGEMENT

A review on time series data mining

(2010) Tak-chung Fu   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Predictive models for forecasting hourly urban water demand

(2010) Manuel Herrera et al.   JOURNAL OF HYDROLOGY

Evaluating Water Demands under Climate Change and Transitions in the Urban Environment

(2010) Austin S. Polebitski et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Peak Daily Water Demand Forecast Modeling Using Artificial Neural Networks

(2008) Jan Franklin Adamowski   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Urban Water Demand Forecasting with a Dynamic Artificial Neural Network Model

(2008) M. Ghiassi et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Evaluation of Artificial Neural Network Techniques for Municipal Water Consumption Modeling

(2008) Mahmut Firat et al.   WATER RESOURCES MANAGEMENT