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■ Abbreviation / Long Form : ANFIS / adaptive neuro-fuzzy inference system

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Total Number of Papers: 544
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Abbreviation:   ANFIS  (>> Co-occurring Abbreviation)
Long Form:   adaptive neuro-fuzzy inference system
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No. Year Title Co-occurring Abbreviation
2023 An integrated simulation-optimization framework for assessing environmental flows in rivers. ---
2023 An intelligent approach to improve date palm crop yield and water productivity under different irrigation and climate scenarios. ACVO, SDI, WP
2023 ANFIS and ANN models to predict heliostat tracking errors. ANN
2023 Artificial intelligence and machine learning approaches in composting process: A review. AI, ANNs, DEA, DNNs, GA, ML, PSO, RF, SVMs
2023 Combining spatial autocorrelation with artificial intelligence models to estimate spatial distribution and risks of heavy metal pollution in agricultural soils. ANN, Cd, FA, MAPE, Ni, RMSE
2023 Early Prediction in Classification of Cardiovascular Diseases with Machine Learning, Neuro-Fuzzy and Statistical Methods. CVDs, ML, SVR
2023 Heartbeat sound classification using a hybrid adaptive neuro-fuzzy inferences system (ANFIS) and artificial bee colony. ABC
2023 Novel Hybridized Computational Paradigms Integrated with Five Stand-Alone Algorithms for Clinical Prediction of HCV Status among Patients: A Data-Driven Technique. GPR, GRNN, ILR, ILR-ANFIS, ILR-GPR, ILR-GRNN, ILR-SVR, SVR
2022 A COVID-19 forecasting system for hospital needs using ANFIS and LSTM models: A graphical user interface unit. COVID-19, ICU, LSTM, SVR
10  2022 A hybrid machine learning approach for estimating the water-use efficiency and yield in agriculture. BI, NSI, SO, TSFI, WUE
11  2022 A new hybrid risk assessment method based on Fine-Kinney and ANFIS methods for evaluation spatial risks in nursing homes. ---
12  2022 A reservoir bubble point pressure prediction model using the Adaptive Neuro-Fuzzy Inference System (ANFIS) technique with trend analysis. AAPRE, APRE, Pb, PVT, RMSE, SD
13  2022 Accurate data prediction by fuzzy inference model for adsorption of hazardous azo dyes by novel algal doped magnetic chitosan bionanocomposite. BET, DR28, DR31, EDAX, FTIR, SEM, XRD
14  2022 Adaptive neuro fuzzy inference system modeling of Synsepalum dulcificum L. drying characteristics and sensitivity analysis of the drying factors. EMD
15  2022 Adaptive neuro-fuzzy inference system (ANFIS) and multiple linear regression (MLR) modelling of Cu, Cd, and Pb adsorption onto tropical soils. CEC, Co, Corg, MLR, RMSE
16  2022 Advanced Machine Learning Modeling Approach for Prediction of Compressive Strength of FRP Confined Concrete Using Multiphysics Genetic Expression Programming. AI, ANN, GEP
17  2022 An adaptive-neuro fuzzy inference system based-hybrid technique for performing load disaggregation for residential customers. ALM, DSM, ILM, NILM
18  2022 An advanced computational intelligent framework to predict shear sonic velocity with application to mechanical rock classification. AAPRE, DE, ET, GPR, GR, ICA, RF, Vs
19  2022 An ANFIS model-based approach to investigate the effect of lockdown due to COVID-19 on public health. ---
20  2022 An efficient ANFIS-EEBAT approach to estimate effort of Scrum projects. ALO, EEBAT, GA, ML, PSO
21  2022 An improved adaptive neuro fuzzy inference system model using conjoined metaheuristic algorithms for electrical conductivity prediction. EC, GRNN, LS-SVM, MARS, W-ANFIS, W-GRNN, W-MARS, WLSSVM
22  2022 An Intelligent System to Enhance the Performance of Brain Tumor Diagnosis from MR Images. EMBO, INCT, MHKFC, MRI
23  2022 Analysis and prediction of anion- and temperature responsive behaviours of luminescent Ru(II)-terpyridine complexes by using Boolean, fuzzy logic, artificial neural network and adapted neuro fuzzy inference models. ANNs, BL, FL
24  2022 Application of artificial intelligence models for prediction of groundwater level fluctuations: case study (Tehran-Karaj alluvial aquifer). ANN, FL, GWL, MAE, NSE, RMSE, SVM
25  2022 Application of classic and soft computing for modeling yield and environmental final impact in vegetable production (a case study: transplanting onion in Isfahan province, Iran). ANNs, CDR, EFI, GP, MLP, RMSE, WUE
26  2022 Application of classical and novel integrated machine learning models to predict sediment discharge during free-flow flushing. ANN, EO, GMDH, HGSO, MAE, MARE, MLR, RMSE, SVR
27  2022 Application of image processing and soft computing strategies for non-destructive estimation of plum leaf area. ANN, LA, LMR, RMSE, SVR
28  2022 Artificial intelligence techniques in electrochemical processes for water and wastewater treatment: a review. AI, ANNs, GA, PSO, SVM
29  2022 Artificial intelligence-based approaches for modeling the effects of spirulina growth mediums on total phenolic compounds. AI, EY, MLP, SWLR, TF, TPC
30  2022 Change in Normal Health Condition Due to COVID-19 Infection: Analysis by ANFIS Technique. CHL, DP, FBS, INS, RD, SP
31  2022 Cloud-based neuro-fuzzy hydro-climatic model for water quality assessment under uncertainty and sensitivity. ANN, BOD, DO, ML, NMSE, PSO, RMSE, WQI
32  2022 Coconut oil and fermented palm wine biodiesel production for oil spill cleanup: experimental, numerical, and hybrid metaheuristic modeling approaches. BY, ICA, IWO
33  2022 Comparing three types of data-driven models for monthly evapotranspiration prediction under heterogeneous climatic conditions. DE, NRMSE, NS, PB, RMSE, SARIMA
34  2022 Comparison of hybrid machine learning methods for the prediction of short-term meteorological droughts of Sakarya Meteorological Station in Turkey. ANNs, DWT, EMD, GPR, KNN, SPI, SVMR, VMD
35  2022 Compressive Strength Estimation of Fly Ash/Slag Based Green Concrete by Deploying Artificial Intelligence Models. FA, GBT, GEP, GGBFS, MAE, RMSE
36  2022 Computational assessment of groundwater salinity distribution within coastal multi-aquifers of Bangladesh. ACOR, AO, B-RF, FS, KGE, Lasso-Reg, RMSE, SMA
37  2022 Computer State Evaluation Using Adaptive Neuro-Fuzzy Inference Systems. ---
38  2022 Coronavirus disease vulnerability map using a geographic information system (GIS) from 16 April to 16 May 2020. GIS, MGWR
39  2022 Deep learning approach to estimate foot pressure distribution in walking with application for a cost-effective insole system. LSTM, RMSE
40  2022 Design of a Honey Badger Optimization Algorithm with a Deep Transfer Learning-Based Osteosarcoma Classification Model. AI, HBO, HBODL-AOC, MF, MobileNet
41  2022 Determination of the Gas-Oil Ratio below the Bubble Point Pressure Using the Adaptive Neuro-Fuzzy Inference System (ANFIS). ---
42  2022 Developing a Hybrid Neuro-Fuzzy Method to Predict Carbon Dioxide (CO2) Permeability in Mixed Matrix Membranes Containing SAPO-34 Zeolite. AARD, FCM, GP, MMM, SC
43  2022 Development of AI-driven prediction models to realize real-time tumor tracking during radiotherapy. AI, CNN, IR, RTTT
44  2022 Diagnosing Breast Cancer Based on the Adaptive Neuro-Fuzzy Inference System. HNFC, RBFNN
45  2022 Diagnosis of Alternaria disease and leafminer pest on tomato leaves using image processing techniques. ---
46  2022 Direct red 89 dye degradation by advanced oxidation process using sulfite and zero valent under ultraviolet irradiation: Toxicity assessment and adaptive neuro-fuzzy inference systems modeling. DR-89, ZVI
47  2022 Effects of an alternative bleaching method for yerba mate leaves on total phenolic content: evaluation and prediction with soft-computing approaches. AA, Auto, LM, MAE, min, MSE, prod, RSM, TPC
48  2022 Effects of thickness reduction in cold rolling process on the formability of sheet metals using ANFIS. ---
49  2022 Enhancement of output power of semitransparent photovoltaic thermal air collector using ANFIS model. PV, PV/T
50  2022 Experiments and adaptive-network-based fuzzy inference system modelling in a hybrid up-flow anaerobic sludge blanket reactor to assess industrial azadirachtin effluent quality. APE, HUASB
51  2022 Exploring potential machine learning application based on big data for prediction of wastewater quality from different full-scale wastewater treatment plants. GTB, LSTM, MAE, MAPE, ML, MSE, RF, SVM, WWTPs
52  2022 Fault Prediction Based on Leakage Current in Contaminated Insulators Using Enhanced Time Series Forecasting Models. GMDH, LSTM
53  2022 Fuzzy Logic, Artificial Neural Network, and Adaptive Neuro-Fuzzy Inference Methodology for Soft Computation and Modeling of Ion Sensing Data of a Terpyridyl-Imidazole Based Bifunctional Receptor. AI, ANNs, RMSE
54  2022 Groundwater level response identification by hybrid wavelet-machine learning conjunction models using meteorological data. ANN, GMDH, GWL, LS-SVM, MAE, ML, NSE, RMSE, WT, WT-LSSVM
55  2022 Groundwater Quality: The Application of Artificial Intelligence. ANN, BiLSTM, SES, WQ, WQI
56  2022 Intelligent Approach to Network Device Migration Planning towards Software-Defined IPv6 Networks. IoS, IPv6, KB, SDN, SVM
57  2022 Intelligent based hybrid renewable energy resources forecasting and real time power demand management system for resilient energy systems. DERs
58  2022 Intelligent Modeling and Multi-Response Optimization of AWJC on Fiber Intermetallic Laminates through a Hybrid ANFIS-Salp Swarm Algorithm. AWJC, FIL, Kt, rGO, SSO
59  2022 Intelligent prediction of major adverse cardiovascular events (MACCE) following percutaneous coronary intervention using ANFIS-PSO model. MACCE, PCI, PSO
60  2022 Intelligent route to design efficient CO2 reduction electrocatalysts using ANFIS optimized by GA and PSO. DFT, GA, PSO
61  2022 Intelligent temperature modeling in robotic cortical bone milling process based on teaching-learning-based optimization algorithm. TLBO
62  2022 Mapping of groundwater salinization and modelling using meta-heuristic algorithms for the coastal aquifer of eastern Saudi Arabia. AI, BBO, GA, GW, IC, ICP-MS, MAE, MAPE, MO, PSO, RMSE, SD
63  2022 Mechanical Characteristics and Self-Healing Soil-Cementitious Hydrogel Materials in Mine Backfill Using Hybridized ANFIS-SVM. nSi, SVR
64  2022 Metronidazole photocatalytic degradation by zinc oxide nanoparticles synthesized in watermelon peel extract; Advanced optimization, simulation and numerical models using machine learning applications. ANN, B. cereus, E. coli, EG-ZnO NPs, MTZ, RSM
65  2022 Modeling of carbon dioxide fixation by microalgae using hybrid artificial intelligence (AI) and fuzzy logic (FL) methods and optimization by genetic algorithm (GA). AARD, AI, FL, GA, RMSE
66  2022 MODWT-ANN hybrid models for daily precipitation estimates with time-delayed entries in Amazon region. ANN, MODWT, MSE
67  2022 Multi-Modality Medical Image Fusion Using Cross-Bilateral Filter and Neuro-Fuzzy Approach. AG, CBF, SF
68  2022 Multi-region machine learning-based novel ensemble approaches for predicting COVID-19 pandemic in Africa. ANN, COVID-19, ML, MLR, SVM
69  2022 Neural network and decision tree-based machine learning tools to analyse the anion-responsive behaviours of emissive Ru(II)-terpyridine complexes. ANNs, DT, H2pbbzim
70  2022 Neuro-Fuzzification Architecture for Modeling of Electrochemical Ion-Sensing Data of Imidazole-Dicarboxylate-Based Ru(II)-Bipyridine Complex. ANN, FLS
71  2022 New insights into permeability determination by coupling Stoneley wave propagation and conventional petrophysical logs in carbonate oil reservoirs. AAD, CMIS, CSA, EOR, GA, LS-SVM, MLPNN, NMR, PSO, RBFNN, SDR
72  2022 On the combination of adaptive neuro-fuzzy inference system and deep residual network for improving detection rates on intrusion detection. ResNets
73  2022 Online Domain Adaptation for Rolling Bearings Fault Diagnosis with Imbalanced Cross-Domain Data. ---
74  2022 Optimization of a plastic optical fiber based sensor for dye sensing coupled with an adapted neuro-fuzzy inference system. POF, RBB
75  2022 Optimization of spray drying process parameters for the food bioactive ingredients. ANN, GA, RSM, SD
76  2022 Power optimization of a photovoltaic system with artificial intelligence algorithms over two seasons in tropical area. AI, ANN, MPPT, MSE
77  2022 Predicting coagulation-flocculation process for turbidity removal from water using graphene oxide: a comparative study on ANN, SVR, ANFIS, and RSM models. AI, ANN, GO, MAE, MSE, PIM, RE, RMSE, RSM, SVR
78  2022 Predicting daily soil temperature at multiple depths using hybrid machine learning models for a semi-arid region in Punjab, India. GT, ML, MLP, PSO, SHO, SMA, ST, ST5, SVM
79  2022 Predicting hybrid rice performance using AIHIB model based on artificial intelligence. AI, ANN, BI, DF, FG, FLA, FLL, FLW, GY, HE, PBN, PE, PL, SVM, UFP
80  2022 Predicting soil erosion susceptibility associated with climate change scenarios in the Central Highlands of Sri Lanka. ANN, FR, RCP, RUSLE, spatial distribution, SVM
81  2022 Predicting the Ultimate Axial Capacity of Uniaxially Loaded CFST Columns Using Multiphysics Artificial Intelligence. ANN, CFST, GEP
82  2022 Prediction of cortical bone mineral apposition rate in response to loading using an adaptive neuro-fuzzy inference system. ANN, MAR
83  2022 Prediction of evaporation from dam reservoirs under climate change using soft computing techniques. AOA, GMDH, HHO, LSSVR, MAPE, NSE, RMSE
84  2022 Prediction of Water Saturation in Tight Gas Sandstone Formation Using Artificial Intelligence. AAPE, AI, ANNs, GR, Rt, S w
85  2022 Real-time prediction of formation pressure gradient while drilling. AAPE, AI, ANN, ROP, RS, SPP
86  2022 Safety assessment: predicting fatality rates in methanol plant incidents. MeOH, VCE
87  2022 Several machine learning techniques comparison for the prediction of the uniaxial compressive strength of carbonate rocks. MLR, PCR, SANN, UCS
88  2022 Ship Trajectory Generator under the Interference of Wind, Current and Waves. ---
89  2022 Simulation of time-series groundwater parameters using a hybrid metaheuristic neuro-fuzzy model. AI, ANFIS-FA, FA, GWL, WANFIS-FA, WT
90  2022 Smart AMD prognosis through cellphone: an innovative localized AI-based prediction system for anti-VEGF treatment prognosis in nonagenarians and centenarians. AMD, MAC, VA, VEGF
91  2022 Surface water sodium (Na+) concentration prediction using hybrid weighted exponential regression model with gradient-based optimization. BLR, DI, RSR, WER-GBO
92  2022 The Numerical Analysis of Replenishment of Hydrogel Void Space Concrete Using Hydrogels Containing Nano-Silica Particles through ELM-ANFIS. ELM, NS
93  2021 A COVID-19 forecasting system using adaptive neuro-fuzzy inference. ---
94  2021 A Decision Tree-Initialised Neuro-fuzzy Approach for Clinical Decision Support. ---
95  2021 A fuzzy sensitivity analysis approach to estimate brain effective connectivity and its application to epileptic seizure detection. EEG
96  2021 A heterogeneous peroxymonosulfate catalyst built by Fe-based metal-organic framework for the dye degradation. AOPs, EtOH, OG, PMS, RSM-CCD, TBA
97  2021 A Hybrid Approach of ANFIS-Artificial Bee Colony Algorithm for Intelligent Modeling and Optimization of Plasma Arc Cutting on Monel™ 400 Alloy. ABC, GA, kw, mh, PAC
98  2021 A hybrid computational intelligence approach for bioremediation of amoxicillin based on fungus activities from soil resources and aflatoxin B1 controls. AF, CCD, EDCs, EPs, RF, RP, RSM, RT
99  2021 A multi-model data fusion methodology for seasonal drought forecasting under uncertainty: Application of Bayesian maximum entropy. ANN, EDI, MSPI, SVR
100  2021 A novel multi-model data-driven ensemble approach for the prediction of particulate matter concentration. ANN, MAE, MLR, NF-E, NSE, SVR