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

Afiq Hipni; Ahmed El-shafie; Ali Najah; Othman Abdul Karim; Aini Hussain; Muhammad Mukhlisin

doi:10.1007/s11269-013-0382-4

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

Water Resources Management ◽

10.1007/s11269-013-0382-4 ◽

2013 ◽

Vol 27 (10) ◽

pp. 3803-3823 ◽

Cited By ~ 69

Author(s):

Afiq Hipni ◽

Ahmed El-shafie ◽

Ali Najah ◽

Othman Abdul Karim ◽

Aini Hussain ◽

...

Keyword(s):

Support Vector Machine ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Water Levels ◽

Support Vector ◽

Inference System ◽

Neuro Fuzzy ◽

Svm Model

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

Water Resources Management ◽

10.1007/s11269-013-0406-0 ◽

2013 ◽

Vol 27 (11) ◽

pp. 4113-4113 ◽

Cited By ~ 2

Author(s):

Afiq Hipni ◽

Ahmed El-shafie ◽

Ali Najah ◽

Othman Abdul Karim ◽

Aini Hussain ◽

...

Keyword(s):

Support Vector Machine ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Water Levels ◽

Support Vector ◽

Inference System ◽

Neuro Fuzzy ◽

Svm Model

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Predicting the Longitudinal Dispersion Coefficient Using Support Vector Machine and Adaptive Neuro-Fuzzy Inference System Techniques

Environmental Engineering Science ◽

10.1089/ees.2008.0360 ◽

2009 ◽

Vol 26 (10) ◽

pp. 1503-1510 ◽

Cited By ~ 29

Author(s):

Roohollah Noori ◽

Abdulreza Karbassi ◽

Ashkan Farokhnia ◽

Majid Dehghani

Keyword(s):

Support Vector Machine ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Dispersion Coefficient ◽

Longitudinal Dispersion ◽

Support Vector ◽

Longitudinal Dispersion Coefficient ◽

Inference System ◽

Neuro Fuzzy

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Performance Comparison of Adaptive Neuro Fuzzy Inference System and Support Vector Machine Algorithm in Balanced and Unbalanced Multiclass Data Classification

10.1109/ic2ie53219.2021.9649423 ◽

2021 ◽

Author(s):

Muhammad Irfan Saputra ◽

Irwan Budiman ◽

Dwi Kartini ◽

Dodon Turianto Nugrahadi ◽

Mohammad Reza Faisal

Keyword(s):

Support Vector Machine ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Data Classification ◽

Performance Comparison ◽

Support Vector ◽

Support Vector Machine Algorithm ◽

Inference System ◽

Neuro Fuzzy

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Fault detection and diagnosis of an industrial steam turbine using fusion of SVM (support vector machine) and ANFIS (adaptive neuro-fuzzy inference system) classifiers

Energy ◽

10.1016/j.energy.2010.06.001 ◽

2010 ◽

Vol 35 (12) ◽

pp. 5472-5482 ◽

Cited By ~ 118

Author(s):

Karim Salahshoor ◽

Mojtaba Kordestani ◽

Majid S. Khoshro

Keyword(s):

Support Vector Machine ◽

Fault Detection ◽

Steam Turbine ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Fault Detection And Diagnosis ◽

Support Vector ◽

Inference System ◽

Neuro Fuzzy ◽

Detection And Diagnosis

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Approaches for Optimizing the Performance of Adaptive Neuro-Fuzzy Inference System and Least-Squares Support Vector Machine in Precipitation Modeling

Journal of Hydrologic Engineering ◽

10.1061/(asce)he.1943-5584.0002069 ◽

2021 ◽

Vol 26 (4) ◽

pp. 04021010

Author(s):

Armin Azad ◽

Saeed Farzin ◽

Hadi Sanikhani ◽

Hojat Karami ◽

Ozgur Kisi ◽

...

Keyword(s):

Support Vector Machine ◽

Least Squares ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Support Vector ◽

Inference System ◽

Neuro Fuzzy ◽

Precipitation Modeling

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Region-Based Object Extraction using Adaptive Neuro-Fuzzy Inference System Combined with Support Vector Machine

Asian Journal of Research in Social Sciences and Humanities ◽

10.5958/2249-7315.2017.00099.5 ◽

2017 ◽

Vol 7 (2) ◽

pp. 412

Author(s):

R. Sathish Kumar ◽

B. Nagarajan ◽

R. Karthikamani ◽

M. Gunasekaran

Keyword(s):

Support Vector Machine ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Object Extraction ◽

Support Vector ◽

Inference System ◽

Neuro Fuzzy

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Spatial prediction of landslide susceptibility using an adaptive neuro-fuzzy inference system combined with frequency ratio, generalized additive model, and support vector machine techniques

Geomorphology ◽

10.1016/j.geomorph.2017.09.007 ◽

2017 ◽

Vol 297 ◽

pp. 69-85 ◽

Cited By ~ 106

Author(s):

Wei Chen ◽

Hamid Reza Pourghasemi ◽

Mahdi Panahi ◽

Aiding Kornejady ◽

Jiale Wang ◽

...

Keyword(s):

Support Vector Machine ◽

Fuzzy Inference System ◽

Landslide Susceptibility ◽

Generalized Additive Model ◽

Fuzzy Inference ◽

Additive Model ◽

Spatial Prediction ◽

Support Vector ◽

Inference System ◽

Neuro Fuzzy

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Price Prediction of Chili in Bandung Regency Using Support Vector Machine (SVM) Optimized with an Adaptive Neuro-Fuzzy Inference System (ANFIS)

2019 7th International Conference on Information and Communication Technology (ICoICT) ◽

10.1109/icoict.2019.8835367 ◽

2019 ◽

Cited By ~ 1

Author(s):

Asma Hasifa Nurcahyono ◽

Fhira Nhita ◽

Deni Saepudin ◽

Annisa Aditsania

Keyword(s):

Support Vector Machine ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Support Vector ◽

Inference System ◽

Price Prediction ◽

Neuro Fuzzy

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A comparative study of artificial neural network, adaptive neuro fuzzy inference system and support vector machine for forecasting river flow in the semiarid mountain region

Journal of Hydrology ◽

10.1016/j.jhydrol.2013.11.054 ◽

2014 ◽

Vol 509 ◽

pp. 379-386 ◽

Cited By ~ 156

Author(s):

Zhibin He ◽

Xiaohu Wen ◽

Hu Liu ◽

Jun Du

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Support Vector Machine ◽

Comparative Study ◽

Fuzzy Inference System ◽

River Flow ◽

Fuzzy Inference ◽

Support Vector ◽

Inference System ◽

Neuro Fuzzy

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Adaptive Neuro Fuzzy Inference System, Neural Network and Support Vector Machine for Caller Behavior Classification

2011 10th International Conference on Machine Learning and Applications and Workshops ◽

10.1109/icmla.2011.24 ◽

2011 ◽

Cited By ~ 1

Author(s):

Pretesh B. Patel ◽

Tshilidzi Marwala

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Fuzzy Inference System ◽

Fuzzy Inference ◽

Support Vector ◽

Inference System ◽

Neuro Fuzzy

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