A comparative study of artificial neural networks, Bayesian neural networks and adaptive neuro-fuzzy inference system in groundwater level prediction
出版年份 2013 全文链接
标题
A comparative study of artificial neural networks, Bayesian neural networks and adaptive neuro-fuzzy inference system in groundwater level prediction
作者
关键词
Multi-layer perceptron, Bayesian neural networks, Automatic relevance determination, Fuzzy inference systems, Time series modeling, Groundwater table
出版物
Environmental Earth Sciences
Volume 71, Issue 7, Pages 3147-3160
出版商
Springer Nature
发表日期
2013-08-08
DOI
10.1007/s12665-013-2702-7
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- A Wavelet-ANFIS Hybrid Model for Groundwater Level Forecasting for Different Prediction Periods
- (2013) Vahid Moosavi et al. WATER RESOURCES MANAGEMENT
- GIS and ANN-based spatial prediction of DOC in river networks: a case study in Dongjiang, Southern China
- (2012) Yingchun Fu et al. Environmental Earth Sciences
- Prediction of unconfined compressive strength of carbonate rocks using artificial neural networks
- (2012) Nurcihan Ceryan et al. Environmental Earth Sciences
- Prediction of water quality from simple field parameters
- (2012) A. K. Verma et al. Environmental Earth Sciences
- Landslide susceptibility mapping using frequency ratio, analytic hierarchy process, logistic regression, and artificial neural network methods at the Inje area, Korea
- (2012) Soyoung Park et al. Environmental Earth Sciences
- ANN based inversion of DC resistivity data for groundwater exploration in hard rock terrain of western Maharashtra (India)
- (2012) Saumen Maiti et al. JOURNAL OF HYDROLOGY
- Application of Several Data-Driven Techniques for Predicting Groundwater Level
- (2012) Bagher Shirmohammadi et al. WATER RESOURCES MANAGEMENT
- Prediction of heavy metals in acid mine drainage using artificial neural network from the Shur River of the Sarcheshmeh porphyry copper mine, Southeast Iran
- (2011) R. Rooki et al. Environmental Earth Sciences
- Using of neural networks for the prediction of nitrate groundwater contamination in rural and agricultural areas
- (2011) Khamis Al-Mahallawi et al. Environmental Earth Sciences
- Classification of slopes and prediction of factor of safety using differential evolution neural networks
- (2011) Sarat Kumar Das et al. Environmental Earth Sciences
- Flow estimations for the Sohu Stream using artificial neural networks
- (2011) M. Taghi Sattari et al. Environmental Earth Sciences
- An artificial neural network model for flood simulation using GIS: Johor River Basin, Malaysia
- (2011) Masoud Bakhtyari Kia et al. Environmental Earth Sciences
- A wavelet neural network conjunction model for groundwater level forecasting
- (2011) Jan Adamowski et al. JOURNAL OF HYDROLOGY
- Comparison of genetic programming with neuro-fuzzy systems for predicting short-term water table depth fluctuations
- (2010) Jalal Shiri et al. COMPUTERS & GEOSCIENCES
- Confined groundwater pollution mechanism and vulnerability assessment in oilfields, North China
- (2010) Zhiqiang Wang et al. Environmental Earth Sciences
- Comparison of FFNN and ANFIS models for estimating groundwater level
- (2010) P. D. Sreekanth et al. Environmental Earth Sciences
- Automatic discriminations among geophysical signals via the Bayesian neural networks approach
- (2010) Saumen Maiti et al. GEOPHYSICS
- Adaptive neuro fuzzy inference system for classification of water quality status
- (2010) Han Yan et al. JOURNAL OF ENVIRONMENTAL SCIENCES
- Neural network modeling and an uncertainty analysis in Bayesian framework: A case study from the KTB borehole site
- (2010) Saumen Maiti et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Development of an accurate and reliable hourly flood forecasting model using wavelet–bootstrap–ANN (WBANN) hybrid approach
- (2010) Mukesh K. Tiwari et al. JOURNAL OF HYDROLOGY
- Grey model for prediction of pore pressure change
- (2009) Mebruk Mohammed et al. Environmental Earth Sciences
- The effect of the sampling strategies on the landslide susceptibility mapping by conditional probability and artificial neural networks
- (2009) Işık Yilmaz Environmental Earth Sciences
- Comparison of landslide susceptibility mapping methodologies for Koyulhisar, Turkey: conditional probability, logistic regression, artificial neural networks, and support vector machine
- (2009) Işık Yilmaz Environmental Earth Sciences
- Neural Networks and Wavelet Conjunction Model for Intermittent Streamflow Forecasting
- (2009) Özgür Kişi JOURNAL OF HYDROLOGIC ENGINEERING
- Artificial Neural Network Modeling for Groundwater Level Forecasting in a River Island of Eastern India
- (2009) Sheelabhadra Mohanty et al. WATER RESOURCES MANAGEMENT
- Bayesian dynamic modelling for nonstationary hydroclimatic time series forecasting along with uncertainty quantification
- (2008) D. Nagesh Kumar et al. HYDROLOGICAL PROCESSES
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