Rainfall-runoff modelling using adaptive neuro-fuzzy inference system

QR Code

Rainfall-runoff modelling using adaptive neuro-fuzzy inference system

This paper discusses the working mechanism of ANFIS, the flow of research, the implementation and evaluation of ANFIS models, and discusses the pros and cons of each option of input parameters applied, in order to solve the problem of rainfall-runoff forecasting. The rainfall-runoff modelling consi...

Full description

Bibliographic Details
Main Authors:	Nurul Najihah, Che Razali, Ngahzaifa, Ab. Ghani, Syifak Izhar, Hisham, Shahreen, Kasim, Widodo, Nuryono Satya, Sutikno, Tole
Format:	Article
Language:	English
Published:	Institute of Advanced Engineering and Science 2020
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://umpir.ump.edu.my/id/eprint/27154/ http://umpir.ump.edu.my/id/eprint/27154/1/21145-40184-1-PB.pdf

Similar Items

An evaluation of the potential of adaptive neuro-fuzzy inference system in hydrological modelling and prediction
by: Ngahzaifa, Ab. Ghani
Published: (2012)

A framework of modified adaptive neuro-fuzzy inference engine
by: Hossen, Md. Jakir
Published: (2012)

Reference evapotranspiration estimation using adaptive neuro-fuzzy inference system
by: Karimaldini, Fatemeh
Published: (2011)

Optimizing Adaptive Neuro Fuzzy Inference System (Anfis) With Dragonfly Algorithm For Cardiovascular Disease
by: Jinjiri, Wada Mohammed
Published: (2023)

Intelligent autism screening using fuzzy agent
by: Nurul Najihah, Che Razali, et al.
Published: (2020)

Adaptive neuro-fuzzy control of wet scrubbing process
by: Salami, Momoh Jimoh Eyiomika, et al.
Published: (2015)

Lambda-max criteria weight determination in an adaptive neuro-fuzzy inference system / Rosma Mohd Dom, Daud Mohamad and Ajab Bai Akbarally
by: Mohd Dom, Rosma, et al.
Published: (2012)

Induction machine diagnostic using adaptive neuro fuzzy inferencing system
by: Shukri, Mohamad, et al.
Published: (2004)

Prediction of maximum in-cylinder pressure by adaptive neuro-fuzzy inference system method
by: Jaliliantabar, Farzad, et al.
Published: (2020)

Electricity consumption forecasting using Adaptive Neuro-Fuzzy Inference System (ANFIS)
by: K.G., Tay, et al.
Published: (2019)

Covid-19 Misinformation Classification On Twitter In Malaysia Using A Hybrid Adaptive Neuro-Fuzzy Inferences System (Anfis) And Deep Neural Network (Dnn)
by: Ravichandran, Bhavani Devi
Published: (2023)

Predicting online banking fraud using adaptive neuro-fuzzy inference system (ANFIS)
by: Zammarah, Nuha Abdullah, et al.
Published: (2017)

Evaluation of wind turbine power generation by using an adaptive neuro fuzzy inference system
by: Hossain, Altab, et al.
Published: (2013)

An Adaptive Neuro-Fuzzy Inference System for a Dynamic Production Environment under Uncertainties
by: Amir, Azizi, et al.
Published: (2013)

Multi-adaptive Neuro-Fuzzy Inference System for dielectric properties of oil palm fruitlets
by: Adedayo, Ojo O., et al.
Published: (2014)

Optimal adaptive neuro-fuzzy inference system architecture for time series forecasting with calendar effect
by: Putriaji Hendikawati,, et al.
Published: (2022)

Detection of Epileptic EEG Signal Using Wavelet Transform and Adaptive Neuro-Fuzzy Inference System
by: Khosropanah, Pegah
Published: (2011)

Adaptive complex neuro-fuzzy inference system for non linear modeling and time series prediction
by: Shoorangiz, Mohammadreza
Published: (2013)

Tool condition monitoring of friction drilling process using adaptive neuro-fuzzy inference system
by: Abdul Mutalib, Mohd Zurrayen
Published: (2021)

Fuzzy logic and adaptive neuro-fuzzy inference system for characterization of contaminant exposure through selected biomarkers in African catfish
by: Karami, Ali, et al.
Published: (2013)

A comparative analysis of metaheuristic algorithms in fuzzy modelling for phishing attack detection
by: Noor Syahirah, Nordin, et al.
Published: (2021)

Surface roughness prediction in high speed end milling using adaptive neuro-fuzzy inference system
by: Al Hazza, Muataz Hazza Faizi, et al.
Published: (2015)

In-socket sensory system with an adaptive neuro-based fuzzy inference system for active transfemoral prosthetic legs
by: Mohd Yusof, Nur Hidayah, et al.
Published: (2019)

Short-term aging performance and simulation of modified binders using adaptive neuro-fuzzy inference system
by: Alas, Mustafa
Published: (2022)

Fracture density estimation from petrophysical log data using Adaptive Neuro-Fuzzy Inference System
by: Kadkhodaie, Ali
Published: (2011)

Integration of Adaptive Neuro-Fuzzy Inference System, Neural Networks and Geostatistical Methods for Fracture Density Modeling
by: Kadkhodaie, Ali, et al.
Published: (2013)

Adaptive Neuro-Fuzzy Inference System Model Based on the Width and Depth of the Defect in an Eddy Current Signal
by: Moneer, A. Faraj, et al.
Published: (2017)

Reservoir Inflow Forecasting Using Artificial Neural Network and Adaptive Neuro-Fuzzy Inference System Techniques
by: Googhari, Shahram Karimi
Published: (2007)

Predicting child alimony under Islamic shariah law using hybrid fuzzy inference system
by: Rosili, Nur Aqilah Khadijah, et al.
Published: (2024)

Neuro-adaptive vibration suppression of flexible beam structures
by: Mohd. Hashim, Siti Zaiton, et al.
Published: (2004)

Rainfall-runoff modelling using artificial neural network method
by: Ahmat Nor, Nor Irwan
Published: (2005)

Application of adaptive neuro fuzzy inference system to support power transformer life estimation and asset management decision
by: Forouhari, Saleh, et al.
Published: (2018)

Calibration model of a low-cost air quality sensor using an adaptive neuro-fuzzy inference system
by: Ezani, Nur Eliani, et al.
Published: (2018)

Rainfall runoff measuring methods.
by: Mohd Soom, Mohd Amin, et al.
Published: (2009)

The Mamdani fuzzy inference algorithm
by: Khan, Imran Moez, et al.
Published: (2011)

Breast cancer disease classification using fuzzy-ID3 algorithm based on association function
by: Nur Farahaina, Idris, et al.
Published: (2022)

Application of adaptive network based fuzzy inference system for model reconstruction in reverse engineering
by: Nagajyothi, D.
Published: (2004)

A revised rainfall-runoff model for an improved runoff estimate
by: Cheong, Yu Jian
Published: (2024)

Remnant Life Estimation of Power Transformers Based on Chemical Diagnostic Parameters Using Adaptive Neuro-Fuzzy Inference System
by: Forouhari, Mohammadsaleh
Published: (2017)

Detection of epileptic spikes in egg signal using wavelet transform and adaptive neuro – fuzzy inference system(ANFIS) techniques
by: Khosropanah, Pegah, et al.
Published: (2012)