Application of neural network and adaptive neuro-fuzzy inference systems for river flow prediction

N Pramanik, RK Panda - Hydrological sciences journal, 2009 - Taylor & Francis
Artificial intelligence techniques, namely artificial neural networks (ANN) and an adaptive
neurofuzzy inference system (ANFIS), were used in the reported study to estimate the flow at …

Performance evaluation of artificial intelligence paradigms—artificial neural networks, fuzzy logic, and adaptive neuro-fuzzy inference system for flood prediction

R Tabbussum, AQ Dar - Environmental Science and Pollution Research, 2021 - Springer
… logic, and adaptive neuro-fuzzy inference system for flood predictionArtificial neural network
(ANN), fuzzy logic, and adaptive neuro-fuzzy inference system (ANFIS) algorithms are used

[PDF][PDF] ANFIS: Adaptive neuro-fuzzy inference system-a survey

N Walia, H Singh, A Sharma - … Journal of Computer Applications, 2015 - researchgate.net
… This knowledge is then used to predict the outcome for new … architecture called Adaptive
Neuro-Fuzzy Inference System (… Artificial Neural Network can be used as an alternative …

Application of the adaptive neuro-fuzzy inference system for prediction of a rock engineering classification system

H Jalalifar, S Mojedifar, AA Sahebi… - Computers and …, 2011 - Elsevier
system approaches such as artificial neural network (ANN) and … , our application introduces
a neuro-fuzzy inference system to … in neuro-fuzzy development is the adaptive neuro-fuzzy

Application of artificial neural network and adaptive neuro-fuzzy inference system in streamflow forecasting

M Vafakhah, S Janizadeh - Advances in Streamflow Forecasting, 2021 - Elsevier
… Rainfall-runoff models include physical, conceptual, experimental, and artificial … as artificial
neural network (ANN) and adaptive neuro-fuzzy inference system (ANFIS) are widely used for …

Adaptive neuro-fuzzy inference system for prediction of water level in reservoir

FJ Chang, YT Chang - Advances in water resources, 2006 - Elsevier
… Recently, artificial neural networks (ANNs) have been accepted as a potentially useful tool …
neuro-fuzzy approach, namely adaptive neuro-fuzzy inference system (ANFIS), in forecasting

Adaptive neuro-fuzzy systems

AT Azar - Fuzzy systems, 2010 - books.google.com
… procedures used in neural networks. … , Adaptive Neuro-Fuzzy Inference System (ANFIS)
is developed in the form of a zero-order Takagi-Sugeno-Kang fuzzy inference system to predict

Artificial neural networks and adaptive neuro-fuzzy inference system in energy modeling of agricultural products

A Nabavi-Pelesaraei, S Rafiee… - Predictive modelling for …, 2021 - Elsevier
… and practical background of artificial neural network (ANN) and adaptive neuro-fuzzy
inference systems (ANFIS) in modeling energy use and predicting output energy in different …

[PDF][PDF] A survey on applications of adaptive neuro fuzzy inference system

N Walia, S Kumar, H Singh - International Journal of Hybrid …, 2015 - researchgate.net
… a novel class of neuro-fuzzy architecture called Adaptive Neuro-Fuzzy … control system and
to predict a chaotic time series. Further, author compared system with artificial neural networks

HyFIS: adaptive neuro-fuzzy inference systems and their application to nonlinear dynamical systems

J Kim, N Kasabov - Neural networks, 1999 - Elsevier
… paper proposes an adaptive neuro-fuzzy system, HyFIS (Hybrid neural Fuzzy Inference
System), … In this section, we show that prediction can be greatly improved by using the adaptive