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Chaotic Time Series Forecasting Using Higher Order Neural Networks

Waddah Waheeb, Rozaida Ghazali
<span title="2016-10-24">2016</span> <i title="Insight Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/micztizddff3zji5xocudzzx64" style="color: black;">International Journal on Advanced Science, Engineering and Information Technology</a> </i> &nbsp;
This study presents a novel application and comparison of higher order neural networks (HONNs) to forecast benchmark chaotic time series.  ...  Two models of HONNs were implemented, namely functional link neural network (FLNN) and pi-sigma neural network (PSNN).  ...  Different types of ANN have been utilized for chaotic time series with varying degrees of success including Elman-Nonlinear Autoregressive with eXogenous input neural networks [2] , beta basis function  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18517/ijaseit.6.5.958">doi:10.18517/ijaseit.6.5.958</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uso5ldwbyran5altncy33gbpau">fatcat:uso5ldwbyran5altncy33gbpau</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190430054344/http://www.insightsociety.org/ojaseit/index.php/ijaseit/article/download/958/852" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/87/03/87030e98f1dd3c5aa058dee16c738849d79d3d21.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18517/ijaseit.6.5.958"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

2019 Index IEEE Transactions on Fuzzy Systems Vol. 27

<span title="">2019</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7dwepyc5xbc47narcaqganu4vu" style="color: black;">IEEE transactions on fuzzy systems</a> </i> &nbsp;
., +, TFUZZ Oct. 2019 1891-1903 General Type-2 Radial Basis Function Neural Network: A Data-Driven Fuzzy Model.  ...  ., +, TFUZZ May 2019 1112-1125 General Type-2 Radial Basis Function Neural Network: A Data-Driven Fuzzy Model.  ...  Nonlinear filters Adaptive Neuro-Fuzzy Control for Discrete-Time Nonaffine Nonlinear Systems. Gil  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tfuzz.2020.2966828">doi:10.1109/tfuzz.2020.2966828</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pgfo5oksjrdbpa5s534ky74bie">fatcat:pgfo5oksjrdbpa5s534ky74bie</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201107164015/https://ieeexplore.ieee.org/ielx7/91/8915883/08985576.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ae/e5/aee552c475d2380452b69b802a7018f07f391feb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tfuzz.2020.2966828"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

IT2CFNN: An Interval Type-2 Correlation-Aware Fuzzy Neural Network to Construct Non-Separable Fuzzy Rules with Uncertain and Adaptive Shapes for Nonlinear Function Approximation [article]

Armin Salimi-Badr
<span title="2021-08-11">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper, a new interval type-2 fuzzy neural network able to construct non-separable fuzzy rules with adaptive shapes is introduced.  ...  Next, the new features are fed to a fuzzification layer using proposed interval type-2 fuzzy sets with adaptive shape.  ...  using Gaussian membership function (GIT2FNN [9] ), an interval type-2 fuzzy neural network with beta basis function able to from fuzzy rules with different shapes (BIT2FNN [9] ), a recurrent interval  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2108.08704v1">arXiv:2108.08704v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rnfmvztopzartby7r543ka4p74">fatcat:rnfmvztopzartby7r543ka4p74</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210829114847/https://arxiv.org/pdf/2108.08704v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ea/9e/ea9e9a2a37a4b74e116e2d9eff4902bca0e5fd50.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2108.08704v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Radial Basis Function in Artificial Neural Network for Prediction of Bankruptcy

Alireza Mehrazin, Mohammad Taghipour, Omid Froutan, Bashir Ghabdian, Hamid Soleimani
<span title="2013-07-25">2013</span> <i title="Canadian Center of Science and Education"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/y546vtzcxfd43oy74ppwtrfsli" style="color: black;">International Business Research</a> </i> &nbsp;
Meanwhile, three neural networks of radial basis function type were built and trained separately by Altman model (1983 ( ), Zmijewski model (1984 and combinatory models' variables.  ...  Prediction methods are constantly evolving, and artificial neural networks have nowadays found a special position among these methods.  ...  There are different types of neural networks, One of the most important is Radial Basis Function.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5539/ibr.v6n8p121">doi:10.5539/ibr.v6n8p121</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dxsplumx7fez5cq6bvcojfdj7u">fatcat:dxsplumx7fez5cq6bvcojfdj7u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190307204904/http://pdfs.semanticscholar.org/dca1/e56eab9d7a38508ae813fdc89dea924b3820.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/dc/a1/dca1e56eab9d7a38508ae813fdc89dea924b3820.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5539/ibr.v6n8p121"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Multi-Agent Architecture for the Design of Hierarchical Interval Type-2 Beta Fuzzy System

Yosra Jarraya, Souhir Bouaziz, Hani Hagras, Adel M. Alimi
<span title="">2019</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7dwepyc5xbc47narcaqganu4vu" style="color: black;">IEEE transactions on fuzzy systems</a> </i> &nbsp;
This work presents a new interval type-2 fuzzy system based on the Beta basis function [12] , [13] for system modeling. The proposed system is termed interval type-2 Beta fuzzy system (IT2BFS).  ...  THE INTERVAL TYPE-2 BETA FUZZY SYSTEM A.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tfuzz.2018.2871800">doi:10.1109/tfuzz.2018.2871800</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gzjgded3xzclpmofyeqjktul7a">fatcat:gzjgded3xzclpmofyeqjktul7a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190427154725/http://repository.essex.ac.uk/23301/1/08470984.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/df/dd/dfdd3e1e9a724cd03cdda416ae25b8ff4fe42ea4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tfuzz.2018.2871800"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Recent Advances in Surrogate Modeling Methods for Uncertainty Quantification and Propagation

Chong Wang, Xin Qiang, Menghui Xu, Tao Wu
<span title="2022-06-13">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nzoj5rayr5hutlurimhzyjlory" style="color: black;">Symmetry</a> </i> &nbsp;
This paper delivers a review of surrogate modeling methods in both uncertainty quantification and propagation scenarios.  ...  Subsequently, numerical methods for uncertainty propagation are broadly reviewed under different computational strategies.  ...  x ; ( ) i ψ ⋅ represents the radial basis function on i x ; i ω stands for the weight coefficient to be determined. A typical structure of RBF neural network is displayed in Figure 4.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/sym14061219">doi:10.3390/sym14061219</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ofouvrkeiffgpltkm5dp5khyeu">fatcat:ofouvrkeiffgpltkm5dp5khyeu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220615174559/https://mdpi-res.com/d_attachment/symmetry/symmetry-14-01219/article_deploy/symmetry-14-01219.pdf?version=1655110438" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/29/62/2962efb9dcb24c5c8c1ea30ca5d3e5ed01e892a5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/sym14061219"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Financial prediction and trading strategies using neurofuzzy approaches

K.N. Pantazopoulos, L.H. Tsoukalas, N.G. Bourbakis, M.J. Brun, E.N. Houstis
<span title="">1998</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vtq6nmuchnak5n57l33lid22rq" style="color: black;">IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)</a> </i> &nbsp;
Neuro[uzzy approaches for predicting financial time series are investigated and shown to perfarm well in the context of various trading strategies.  ...  The authors are also grateful Lo A. Ho bbs for sllbslaDtial conuiblllions Lo Lhe stock pricing model.  ...  Typically, the input of a single time series into a neural network is made as shown in Figure 1 .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/3477.704291">doi:10.1109/3477.704291</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/18255971">pmid:18255971</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4uunlrdmkzfvbeeqphpuqbw3f4">fatcat:4uunlrdmkzfvbeeqphpuqbw3f4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170923032532/http://docs.lib.purdue.edu/cgi/viewcontent.cgi?article=2341&amp;context=cstech" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6a/0d/6a0dd6db3097c0f396a41b4a0b3b3118f16ab49a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/3477.704291"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Predictions of the Apple Bruise Volume on the Basis of Impact Energy or Maximum Contact Force Using Adaptive Neuro-Fuzzy Inference System (ANFIS)

Farhad Fazel, Abdollah Golmohammadi, Gholamhossein Shahgholi, Ebrahim Ahmadi
<span title="2020-09-01">2020</span> <i title="Walter de Gruyter GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/73rxj4kq3bb3jnkywpze2daj6u" style="color: black;">Acta Technologica Agriculturae</a> </i> &nbsp;
However, its implementation time to reach a fixed error was longer.  ...  In this research, adaptive neuro fuzzy inference system (ANFIS) was used to predict the bruise volume caused by the impacts on apples.  ...  Adaptive neural network (ANFIS) as a basis for fuzzy inference systems The principle of ANFIS is based on fuzzy inference system (FIS) input/output data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2478/ata-2020-0019">doi:10.2478/ata-2020-0019</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/r3f5maurerhzzccvwf73bjfdlu">fatcat:r3f5maurerhzzccvwf73bjfdlu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200903014424/https://content.sciendo.com/downloadpdf/journals/ata/23/3/article-p118.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0b/4e/0b4ed8cead393f4fa4a558cc91702b716e9647f9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.2478/ata-2020-0019"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Prediction of COVID-19 Time Series – Case Studies of South Africa and Egypt using Interval Type-2 Fuzzy Logic System

<span title="2021-04-05">2021</span> <i title="The World Academy of Research in Science and Engineering"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/naqzxq5hurh2bp2pnvwitnnx44" style="color: black;">International Journal of Advanced Trends in Computer Science and Engineering</a> </i> &nbsp;
This study therefore presents the prediction of COVID-19 cases in South Africa and Egypt using interval type-2 fuzzy logic system with Takagi-Sugeno-Kang fuzzy inference and neural network learning.  ...  The proposed model is found to outperform type-1 fuzzy logic system and artificial neural network in terms of the root mean squared error, mean absolute percentage error and mean absolute error  ...  Reference [15] presented a multiple ensemble neural network model with fuzzy response aggregation for the COVID-19 time series in Mexico. COVID-19 data of Mexico was collected.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.30534/ijatcse/2021/241022021">doi:10.30534/ijatcse/2021/241022021</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/q5c6xxo3bnh5zbrnkmcthobh64">fatcat:q5c6xxo3bnh5zbrnkmcthobh64</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210408170613/http://www.warse.org/IJATCSE/static/pdf/file/ijatcse241022021.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7c/00/7c007c8377b8fe8af2bcaac0178268a2daf3236c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.30534/ijatcse/2021/241022021"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Type-2 Fuzzy Expert System Approach for Decision-Making of Financial Assets and Investing under Different Uncertainty

Zuzana Janková, Petr Dostál, Mohammad Yazdi
<span title="2021-06-18">2021</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wpareqynwbgqdfodcyhh36aqaq" style="color: black;">Mathematical Problems in Engineering</a> </i> &nbsp;
Extensive research results of stock market time series using classical fuzzy sets (type-1) are available in the literature.  ...  Based on the results of the comparison, it can be said that type-2 fuzzy logic with dual fuzzy sets is able to better describe data from financial time series and provides more accurate outputs.  ...  Huarng and Yu [28] study their extension of type-1 fuzzy time series models to type-2 models. ey designed a type-2 model for TAIEX index prediction.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/3839071">doi:10.1155/2021/3839071</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fimkvsdrerhvdnq5hsvisbflty">fatcat:fimkvsdrerhvdnq5hsvisbflty</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210620033325/https://downloads.hindawi.com/journals/mpe/2021/3839071.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/cd/c8/cdc82535db2b71f36460cae349ef5450f861ef62.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/3839071"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a>

Applications of neuro fuzzy systems: A brief review and future outline

Samarjit Kar, Sujit Das, Pijush Kanti Ghosh
<span title="">2014</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/spnlkxfb7fevrarnlb7rv32roy" style="color: black;">Applied Soft Computing</a> </i> &nbsp;
AI methods are mainly comprised of fuzzy logic, neural networks, genetic programming and hybrid approaches such as neuro fuzzy systems, genetic fuzzy systems and genetic programming neural networks etc  ...  For each of these categories, this paper mentions a brief future outline.  ...  Acknowledgment The authors wish to express sincere gratitude to the anonymous reviewers for their constructive comments and helpful suggestions, which lead to substantial improvements of this paper.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.asoc.2013.10.014">doi:10.1016/j.asoc.2013.10.014</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iochb6rlgbhb5dmpmx7jeh54mu">fatcat:iochb6rlgbhb5dmpmx7jeh54mu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808235841/http://romisatriawahono.net/lecture/rm/survey/softcomputing/Kar%20-%20Neuro%20Fuzzy%20Systems%20-%202014.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/91/cb/91cb47a2cc0d1bb0f61b39e39d0c53a736b83f8d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.asoc.2013.10.014"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Short term wind power forecasting using hybrid intelligent systems

M. Negnevitsky, P. Johnson, S. Santoso
<span title="">2007</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jkb46k67tvfqfdat2rtv4t5jlu" style="color: black;">IEEE Power Engineering Society General Meeting</a> </i> &nbsp;
This panel paper summarizes the current trends in wind power development and describes a proposed approach for short term wind power forecasting using a hybrid intelligent system.  ...  These applications range from Expert Systems to assist with network fault diagnosis and rectification to Artificial Neural Networks and Fuzzy Logic to provide models for complex non-linear control problems  ...  This innovative approach applies the combination of two Artificial Intelligence techniques, Fuzzy Logic and Artificial Neural Networks in the form of a hybrid model called an Adaptive Neural Fuzzy Inference  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/pes.2007.385453">doi:10.1109/pes.2007.385453</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/olqnsrxzxjcs7msykvggpkymrm">fatcat:olqnsrxzxjcs7msykvggpkymrm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170701150429/http://eprints.utas.edu.au/4821/1/4821.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4e/bd/4ebd5608cae670e994dd278decc6f3ed849ae225.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/pes.2007.385453"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Prototype of an adaptive disruption predictor for JET based on fuzzy logic and regression trees

A. Murari, G. Vagliasindi, P. Arena, L. Fortuna, O. Barana, M. Johnson
<span title="2008-02-07">2008</span> <i title="IOP Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fqg4ipclgrggzfesknt5th4vhm" style="color: black;">Nuclear Fusion</a> </i> &nbsp;
For these reasons, in the last years a lot of attention has been devoted to devise predictors, capable of foreseeing the imminence of a disruption sufficiently in advance, to allow time for undertaking  ...  On the basis of the results provided by CART on the information content of the various quantities, the prototype of an adaptive Fuzzy Logic predictor was trained and tested on JET database.  ...  This approach of neural networks was used to predict the disruption boundary for the high-≤ disruption in DIII-D [2] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/0029-5515/48/3/035010">doi:10.1088/0029-5515/48/3/035010</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/oikjx6auefb23ojayi4z4quhhu">fatcat:oikjx6auefb23ojayi4z4quhhu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808131443/http://www.euro-fusionscipub.org/wp-content/uploads/2014/11/EFDP07023.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e1/90/e190b44dad3c0f7c20f7507880109a7f5c9c6b87.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/0029-5515/48/3/035010"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> iop.org </button> </a>

Short-term electrical load forecasting using a fuzzy ARTMAP neural network

Stefan E. Skarman, Michael Georgiopoulos, Avelino J. Gonzalez, Steven K. Rogers, David B. Fogel, James C. Bezdek, Bruno Bosacchi
<span title="1998-03-25">1998</span> <i title="SPIE"> Applications and Science of Computational Intelligence </i> &nbsp;
The experiments showed that the Fuzzy ARTMAP architecture yields as accurate electrical load forecasts as a backpropagation neural network with training time a small fraction of the training time required  ...  A neural network architecture that does not suffer from the above mentioned drawbacks is the Fuzzy ARTMAP neural network, developed by Carpenter, Grossberg, and their colleagues at Boston University.  ...  Petersburg, Florida for the data provided for this research.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1117/12.304804">doi:10.1117/12.304804</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/f46kstkmh5gr5icdtsmll5v5vi">fatcat:f46kstkmh5gr5icdtsmll5v5vi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20010927010537/http://www-ece2.engr.ucf.edu:80/~ako/isl/SPIE-1998-skarman.PDF" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/36/d8/36d8734b388f871ac295ebab1c966323b967797a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1117/12.304804"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Ridge Polynomial Neural Network with Error Feedback for Time Series Forecasting

Waddah Waheeb, Rozaida Ghazali, Tutut Herawan, Zhaohong Deng
<span title="2016-12-13">2016</span> <i title="Public Library of Science (PLoS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s3gm7274mfe6fcs7e3jterqlri" style="color: black;">PLoS ONE</a> </i> &nbsp;
Higher-order neural network with recurrent feedback is a powerful technique that has been used successfully for time series forecasting.  ...  Time series forecasting has gained much attention due to its many practical applications.  ...  with SVD [50] 0.0748 Orthogonal function neural network + recursive KFA based on SVD [51] 0.05099 Adaptive fuzzy inference system with local research [52] 0.045465 Beta basis function neural networks  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0167248">doi:10.1371/journal.pone.0167248</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/27959927">pmid:27959927</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5154507/">pmcid:PMC5154507</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ta32lgydnrh2fiql5bty5rn6ru">fatcat:ta32lgydnrh2fiql5bty5rn6ru</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171012045252/http://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0167248&amp;type=printable" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/eb/bb/ebbb84e84a0e7fd7f5073ab2831d3945d2faff51.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0167248"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> plos.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5154507" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>
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