Design and implementation of a new tuned hybrid intelligent model to predict the uniaxial compressive strength of the rock using SFS-ANFIS
Sign Up to like & getrecommendations! Published in 2021 at "Engineering with Computers"
DOI: 10.1007/s00366-020-00977-1
Abstract: This study proposes a novel design to systematically optimize the parameters for the adaptive neuro-fuzzy inference system (ANFIS) model using stochastic fractal search (SFS) algorithm. To affirm the efficiency of the proposed SFS-ANFIS model, the… read more here.
Keywords: uniaxial compressive; sfs anfis; model; anfis ... See more keywords
Modeling unsaturated hydraulic conductivity by hybrid soft computing techniques
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DOI: 10.1007/s00500-019-03847-1
Abstract: Accurate prediction of the unsaturated hydraulic conductivity (K) is necessary to check the feasibility of the artificial and natural groundwater recharge. In this study, one artificial intelligence (AI), i.e., adaptive neuro-fuzzy inference system (ANFIS) technique,… read more here.
Keywords: modeling unsaturated; unsaturated hydraulic; hydraulic conductivity; soft computing ... See more keywords
Comparative performance of new hybrid ANFIS models in landslide susceptibility mapping
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DOI: 10.1007/s11069-020-04067-9
Abstract: Abstract Many landslides occur in the Karun watershed in the Zagros Mountains. In the present study, we employed a novel comparative approach for spatial modeling of landslides given the high potential of landslides in the… read more here.
Keywords: text; text anfis; anfis; anfis gwo ... See more keywords
Zoning map for drought prediction using integrated machine learning models with a nomadic people optimization algorithm
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DOI: 10.1007/s11069-020-04180-9
Abstract: The modelling of drought is of utmost importance for the efficient management of water resources. This article used the adaptive neuro-fuzzy interface system (ANFIS), multilayer perceptron (MLP), radial basis function neural network (RBFNN), and support… read more here.
Keywords: svm models; svm; drought; iran ... See more keywords
Pan evaporation modeling by three different neuro-fuzzy intelligent systems using climatic inputs
Sign Up to like & getrecommendations! Published in 2019 at "Arabian Journal of Geosciences"
DOI: 10.1007/s12517-019-4781-6
Abstract: Modeling pan evaporation (Epan) estimation is a vital issue in water resources management because it directly affects water reservoir and water supply systems. In the developing countries (e.g., India), Epan data are generally limited, and… read more here.
Keywords: climatic inputs; neuro fuzzy; anfis; using climatic ... See more keywords
Application of adaptive neuro fuzzy interface system optimized with evolutionary algorithms for modeling CO2-crude oil minimum miscibility pressure
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DOI: 10.1016/j.fuel.2017.05.026
Abstract: Abstract CO 2 injection is known as one of the most reliable enhanced oil recovery techniques. The success of every gas injection process depends highly on the minimum miscibility pressure (MMP) needed for the injected… read more here.
Keywords: miscibility pressure; adaptive neuro; anfis; miscibility ... See more keywords
On the determination of cetane number of hydrocarbons and oxygenates using Adaptive Neuro Fuzzy Inference System optimized with evolutionary algorithms
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DOI: 10.1016/j.fuel.2018.05.032
Abstract: Abstract Prediction of the cetane numbers (CN) of hydrocarbons and oxygenates was considered using the Adaptive-network-based fuzzy inference system (ANFIS) based on the quantitative structure-property relationship (QSPR) approach. In order to construct a general model,… read more here.
Keywords: cetane; anfis; fuzzy inference; using adaptive ... See more keywords
Modelling the energy performance of residential buildings using advanced computational frameworks based on RVM, GMDH, ANFIS-BBO and ANFIS-IPSO
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DOI: 10.1016/j.jobe.2020.102105
Abstract: Abstract Modelling the heating load (HL) and cooling load (CL) is the cornerstone of the designing of energy-efficient buildings, since it determines the heating and cooling equipment requirements needed to retain comfortable indoor air conditions.… read more here.
Keywords: bbo; energy; anfis; performance ... See more keywords
A new development of ANFIS-Based Henry gas solubility optimization technique for prediction of soil shear strength
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DOI: 10.1016/j.trgeo.2021.100579
Abstract: Abstract This research provides an innovative combination of an adaptive neuro-fuzzy inference system (ANFIS) model for solving a nonlinear and complex problem related to soil shear strength prediction. The new hybrid model is optimized by… read more here.
Keywords: optimization; soil shear; anfis model; model ... See more keywords
Performance analysis of swarm intelligence algorithms in removal of ECG artefact from tainted EEG signal
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DOI: 10.1080/00051144.2018.1541642
Abstract: Electroencephalogram (EEG) is the recording of electrical activities of the brain. It is contaminated by other biological signals, known as artefacts. In this research paper, the performance analysis of three swarm intelligence incorporated adaptive neuro… read more here.
Keywords: swarm intelligence; anfis; performance; swarm ... See more keywords
Comparison of modified Karnik-Mendel algorithm-based interval type-2 ANFIS and type-1 ANFIS
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DOI: 10.1108/aeat-11-2020-0268
Abstract: Purpose This study aims to propose, as the first time, the interval type-2 adaptive network-fuzzy inference system (ANFIS) structure, which is given better results compared to previously presented in the open literature. So, the ANFIS… read more here.
Keywords: mendel algorithm; anfis; type anfis; karnik mendel ... See more keywords