Multiple Random Forests Modelling for Urban Water Consumption Forecasting

Random forest for ordinal responses: Prediction and variable selection

(2016) Silke Janitza et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Gearbox fault diagnosis based on deep random forest fusion of acoustic and vibratory signals

(2016) Chuan Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Exploring dynamic property of traffic flow time series in multi-states based on complex networks: Phase space reconstruction versus visibility graph

(2016) Jinjun Tang et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Random forests to evaluate biotic interactions in fish distribution models

(2015) P. Vezza et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Two-layer random forests model for case reuse in case-based reasoning

(2015) Shisheng Zhong et al.   EXPERT SYSTEMS WITH APPLICATIONS

Wavelet-entropy data pre-processing approach for ANN-based groundwater level modeling

(2015) Vahid Nourani et al.   JOURNAL OF HYDROLOGY

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

Dynamic Forecast of Daily Urban Water Consumption Using a Variable-Structure Support Vector Regression Model

(2015) Yun Bai et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

A novel hybrid approach utilizing principal component regression and random forest regression to bridge the period of GPS outages

(2015) Srujana Adusumilli et al.   NEUROCOMPUTING

Short-term forecasting of the wave energy flux: Analogues, random forests, and physics-based models

(2015) Gabriel Ibarra-Berastegi et al.   OCEAN ENGINEERING

Lake Level Forecasting Using Wavelet-SVR, Wavelet-ANFIS and Wavelet-ARMA Conjunction Models

(2015) Maryam Shafaei 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

Dynamic Forecast of Daily Urban Water Consumption Using a Variable-Structure Support Vector Regression Model

(2015) Yun Bai et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Classification of normal and epileptic seizure EEG signals using wavelet transform, phase-space reconstruction, and Euclidean distance

(2014) Sang-Hong Lee et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A multi-scale relevance vector regression approach for daily urban water demand forecasting

(2014) Yun Bai et al.   JOURNAL OF HYDROLOGY

Predicting Water Level Fluctuations in Lake Michigan-Huron Using Wavelet-Expert System Methods

(2014) Abdüsselam Altunkaynak   WATER RESOURCES MANAGEMENT

A comparison of random forest regression and multiple linear regression for prediction in neuroscience

(2013) Paul F. Smith et al.   JOURNAL OF NEUROSCIENCE METHODS

Wavelet based denoising technique for liquid level system

(2013) Rimi Paul et al.   MEASUREMENT

Modeling spatial patterns of fire occurrence in Mediterranean Europe using Multiple Regression and Random Forest

(2012) Sandra Oliveira et al.   FOREST ECOLOGY AND MANAGEMENT

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

Prediction of absolute entropy of ideal gas at 298K of pure chemicals through GAMLR and FFNN

(2010) Ali Fazeli et al.   ENERGY CONVERSION AND MANAGEMENT

Wavelet-based multi-resolution analysis and artificial neural networks for forecasting temperature and thermal power consumption

(2010) Julien Eynard et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Comparison of Multivariate Regression and Artificial Neural Networks for Peak Urban Water-Demand Forecasting: Evaluation of Different ANN Learning Algorithms

(2010) Jan Adamowski et al.   JOURNAL OF HYDROLOGIC ENGINEERING