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18 results with keyword: 'adaptive neuro fuzzy inference system rainfall runoff modeling'

Adaptive Neuro-Fuzzy Inference System For Rainfall-Runoff  Modeling

Here, the results shows (table-1) that the ratio for training and testing data of 60-40% and 70-30% gives the better results for the RMSE and r values but when looking to

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2021
Rainfall-runoff modelling using adaptive neuro-fuzzy inference system

Based on Table 3, the 4- input model has the lowest RMSE value thus it is the best model to measure an accuracy in prediction, with less over fitted plots and the highest value

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2021
Dynamic neuro-fuzzy systems for rainfall-runoff modelling

This study developed dynamic evolving neuro fuzzy inference system (DENFIS) model for event based and continuous rainfall- runoff modeling and the results were

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2021
A Neuro-Fuzzy Classifier for Customer Churn Prediction

Therefore, Adaptive Neuro Fuzzy Inference System (ANFIS) as neuro-fuzzy classifier is applied to churn prediction modeling and benchmarked to traditional rule- based classifier

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2021
Utilization of new computational intelligence methods to estimate daily Evapotranspiration of wheat using Gamma pre processing

Accordingly, three artificial intelligence (AI) techniques comprising adaptive neuro-fuzzy inference system (ANFIS), artificial neural network (ANN) and adaptive

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2020
Rainfall Forecasting in Banyuwangi Using Adaptive Neuro Fuzzy Inference System

It is a difficult process due to complexity of rainfall trend in the previous event and the popularity of Adaptive Neuro Fuzzy Inference System (ANFIS) with

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2020
ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM FOR OKRA YIELD PREDICTION

This paper, adaptive neuro-fuzzy inference system for okra yield prediction, describes the use of neuro -fuzzy inference system in the prediction of okra yield using

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2020
A comparative analysis of soft computing techniques used to estimate missing precipitation records

This study compared some basic soft computing techniques, namely, artificial neural network, fuzzy inference system and adaptive neuro-fuzzy inference system as

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2021
DSSCC: Decision Support System for Ceramic Capacitor using Fuzzy Logic

Artificial Neural Network (ANN), Fuzzy Inference System (FIS) as well as Adaptive Neuro Fuzzy Inference System (ANFIS) are deployed to predict the remaining useful lifetime

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Advances in Environmental Biology ISSN-1995-0756 EISSN-1998-1066 Journal home page: http://www.aensiweb.com/AEB/

Application of Adaptive Neuro-Fuzzy Inference System for the Modeling of Malachite Green dye Adsorption Using ZnO Nanoparticles Loaded on Activated Carbon.. 1

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2022
Modeling minimum temperature using adaptive neuro-fuzzy inference system based on spectral analysis of climate indices: A case study in Iran

Modeling minimum temperature using adaptive neuro-fuzzy inference system based on spectral analysis of climate indices: A case study in Iran.. Hojatollah Daneshmand a , * ,

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2021
Rainfall-runoff modelling of a watershed

Adaptive Neuro Fuzzy Inference System (ANFIS) is a fuzzy mapping algorithm that is based on Tagaki-Sugeno-Kang (TSK) fuzzy inference system (Jang et al., 1997

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2021
Rainfall Prediction in the Northeast Region of Thailand using Cooperative Neuro-Fuzzy Technique

This study proposes two rainfall time series prediction models, the Single Fuzzy Inference System and the Modular Fuzzy Inference System, which use the concept of cooperative

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2022
Article Description

The neuro fuzzy classifier is used for classification is the Adaptive Network based Fuzzy Inference system(ANFIS).The developed neuro fuzzy classifier is tested

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2020
Estimation of pH and MLSS using Neural Network

This paper presents an adaptive neuro-fuzzy inference system (ANFIS) and feed-forward neural network (FFNN) modeling applied to the domestic plant of the Bunus

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2021
Classification of MRI Brain Images Using Neuro Fuzzy Model

The neuro fuzzy classifier is used for classification is the Adaptive Network based Fuzzy Inference system(ANFIS).The developed neuro fuzzy classifier is tested for

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Designing Flexible Neuro-Fuzzy System Based on Sliding Mode Controller for Magnetic Levitation Systems

Basic flexible OR-type neuro-fuzzy inference system and basic compromise AND-type neuro-fuzzy inference system are two new flexible neuro-fuzzy controllers

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2021
Reference evapotranspiration estimation using adaptive neuro-fuzzy inference system

potential of the Adaptive Neuro-Fuzzy Inference System ANFIS technique for daily reference evapotranspiration modeling under arid, semi arid and humid conditions of Iran.. The

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