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Works (30)

A New Approach for Time Series Prediction: Fuzzy Regression Network Functions

International Journal of Advances in Engineering and Pure Sciences
2025-03-25 | Journal article
DOI: 10.7240/jeps.1573839
Contributors: Mehmet Raci Aktoprak; Ozge Cagcag Yolcu
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Crossref

Short-term load forecasting: cascade intuitionistic fuzzy time series—univariate and bivariate models

Neural Computing and Applications
2024-11 | Journal article
DOI: 10.1007/s00521-024-10280-5
Contributors: Ozge Cagcag Yolcu; Hak-Keung Lam; Ufuk Yolcu
Source: check_circle
Crossref

A new ensemble intuitionistic fuzzy-deep forecasting model: Consolidation of the IFRFs-bENR with LSTM

Information Sciences
2024-09 | Journal article
DOI: 10.1016/j.ins.2024.121007
Part of ISSN: 0020-0255
Contributors: Ozge Cagcag Yolcu; Ufuk Yolcu
Source: Self-asserted source
OZGE CAGCAG YOLCU

Modeling of Cu(II) adsorption on the activated Phragmites australis waste by fuzzy-based and neural network-based inference systems

Journal of Industrial and Engineering Chemistry
2024-01 | Journal article
DOI: 10.1016/j.jiec.2023.08.031
Part of ISSN: 1226-086X
Contributors: Oğuzcan Elver; Fulya Aydın Temel; Ozge Cagcag Yolcu; FERYAL AKBAL; Ayşe Kuleyin
Source: Self-asserted source
OZGE CAGCAG YOLCU

Combination of ANNs and heuristic algorithms in modelling and optimizing of Fenton processes for industrial wastewater treatment

International Journal of Environmental Science and Technology
2023-06 | Journal article
DOI: 10.1007/s13762-022-04664-0
Part of ISSN: 1735-1472
Part of ISSN: 1735-2630
Contributors: H. Cüce; O. Cagcag Yolcu; Fulya AYDIN TEMEL
Source: Self-asserted source
OZGE CAGCAG YOLCU

A novel intuitionistic fuzzy time series prediction model with cascaded structure for financial time series

Expert Systems with Applications
2023-04 | Journal article
DOI: 10.1016/j.eswa.2022.119336
Contributors: Ozge Cagcag Yolcu; Ufuk Yolcu
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Artificial intelligence and machine learning approaches in composting process: A review

Bioresource Technology
2023-02 | Journal article
DOI: 10.1016/j.biortech.2022.128539
Part of ISSN: 0960-8524
Contributors: Fulya Aydın Temel; Ozge Cagcag Yolcu; Nurdan Gamze Turan
Source: Self-asserted source
OZGE CAGCAG YOLCU

Modelling and optimization of sewage sludge composting using biomass ash via deep neural network and genetic algorithm

Bioresource Technology
2023-02 | Journal article
DOI: 10.1016/j.biortech.2022.128541
Part of ISSN: 0960-8524
Contributors: Hale Dogan; Fulya Aydın Temel; Ozge Cagcag Yolcu; Nurdan Gamze Turan
Source: Self-asserted source
OZGE CAGCAG YOLCU

Modeling and optimization of process parameters in co-composting of tea waste and food waste: Radial basis function neural networks and genetic algorithm

Bioresource Technology
2022-11 | Journal article
DOI: 10.1016/j.biortech.2022.127910
Part of ISSN: 0960-8524
Contributors: Elif Ceren Yılmaz; Fulya Aydın Temel; Ozge Cagcag Yolcu; Nurdan Gamze Turan
Source: Self-asserted source
OZGE CAGCAG YOLCU

Evaluation of a cascade artificial neural network for modeling and optimization of process parameters in co-composting of cattle manure and municipal solid waste

Journal of Environmental Management
2022-09 | Journal article
DOI: 10.1016/j.jenvman.2022.115496
Part of ISSN: 0301-4797
Contributors: Yasemin Bayındır; Ozge Cagcag Yolcu; Fulya Aydın Temel; Nurdan Gamze Turan
Source: Self-asserted source
OZGE CAGCAG YOLCU

A hybrid sigma-pi neural network for combined intuitionistic fuzzy time series prediction model

Neural Computing and Applications
2022-08 | Journal article
DOI: 10.1007/s00521-022-07138-z
Contributors: Sule Nazlı Arslan; Ozge Cagcag Yolcu
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Crossref

A New CNN-Based Model for Financial Time Series: TAIEX and FTSE Stocks Forecasting

Neural Processing Letters
2022-08 | Journal article
DOI: 10.1007/s11063-022-10767-z
Contributors: Melih Kirisci; Ozge Cagcag Yolcu
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Crossref

Prediction and optimization of nitrogen losses in co-composting process by using a hybrid cascaded prediction model and genetic algorithm

Chemical Engineering Journal
2022-06 | Journal article
DOI: 10.1016/j.cej.2022.135499
Part of ISSN: 1385-8947
Contributors: Elif Tuğçe Kabak; Ozge Cagcag Yolcu; Fulya Aydın Temel; Nurdan Gamze Turan
Source: Self-asserted source
OZGE CAGCAG YOLCU

Multivariate intuitionistic fuzzy inference system for stock market prediction: The cases of Istanbul and Taiwan

Applied Soft Computing
2022-02 | Journal article
DOI: 10.1016/j.asoc.2021.108363
Contributors: Ozge Cagcag Yolcu; Erol Egrioglu; Eren Bas; Ufuk Yolcu
Source: check_circle
Crossref

Modelling and optimization of Fenton processes through neural network and genetic algorithm

Korean Journal of Chemical Engineering
2021-11 | Journal article
DOI: 10.1007/s11814-021-0867-4
Part of ISSN: 0256-1115
Part of ISSN: 1975-7220
Contributors: Hüseyin Cüce; Fulya Aydın Temel; Ozge Cagcag Yolcu
Source: Self-asserted source
OZGE CAGCAG YOLCU

Identifying the maturity of co-compost of olive mill waste and natural mineral materials: Modelling via ANN and multi-objective optimization

Bioresource Technology
2021-10 | Journal article
DOI: 10.1016/j.biortech.2021.125516
Part of ISSN: 0960-8524
Contributors: Nurdan AYCAN DÜMENCİ; Ozge CAGCAG YOLCU; Fulya AYDIN TEMEL; Nurdan Gamze TURAN
Source: Self-asserted source
OZGE CAGCAG YOLCU

New hybrid predictive modeling principles for ammonium adsorption: The combination of Response Surface Methodology with feed-forward and Elman-Recurrent Neural Networks

Journal of Cleaner Production
2021-08 | Journal article
DOI: 10.1016/j.jclepro.2021.127688
Part of ISSN: 0959-6526
Contributors: Ozge Cagcag Yolcu; Fulya AYDIN TEMEL; Ayşe Kuleyin
Source: Self-asserted source
OZGE CAGCAG YOLCU

A multilayer perceptron-based prediction of ammonium adsorption on zeolite from landfill leachate: Batch and column studies

Journal of Hazardous Materials
2021-05 | Journal article
DOI: 10.1016/j.jhazmat.2020.124670
Part of ISSN: 0304-3894
Contributors: Fulya Aydın Temel; Özge Cağcağ Yolcu; Ayşe Kuleyin
Source: Self-asserted source
OZGE CAGCAG YOLCU

Probabilistic forecasting, linearity and nonlinearity hypothesis tests with bootstrapped linear and nonlinear artificial neural network

Journal of Experimental & Theoretical Artificial Intelligence
2021-05-04 | Journal article
DOI: 10.1080/0952813x.2019.1595167
Part of ISSN: 0952-813X
Part of ISSN: 1362-3079
Contributors: Ufuk Yolcu; Erol Egrioglu; Eren Bas; Ozge Cagcag Yolcu; Ali Zafer Dalar
Source: Self-asserted source
OZGE CAGCAG YOLCU

A new fuzzy time series method based on an ARMA-type recurrent Pi-Sigma artificial neural network

Soft Computing
2020-06 | Journal article
DOI: 10.1007/s00500-019-04506-1
Part of ISSN: 1432-7643
Part of ISSN: 1433-7479
Contributors: Cem Kocak; Ali Zafer Dalar; Ozge Cagcag Yolcu; Eren Bas; Erol Egrioglu
Source: Self-asserted source
OZGE CAGCAG YOLCU

A new intuitionistic fuzzy functions approach based on hesitation margin for time-series prediction

Soft Computing
2020-06 | Journal article
DOI: 10.1007/s00500-019-04432-2
Contributors: Ozge Cagcag Yolcu; Eren Bas; Erol Egrioglu; Ufuk Yolcu
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Crossref
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Consciousness level determination of red meat consumption of pregnant women, Giresun/Turkey province

Journal of Mind and Medical Sciences
2020-04-04 | Journal article
DOI: 10.22543/7674.71.p7984
Part of ISSN: 2392-7674
Contributors: Duygu Külcü; Özge Yolcu
Source: Self-asserted source
OZGE CAGCAG YOLCU

Intuitionistic time series fuzzy inference system

Engineering Applications of Artificial Intelligence
2019-06 | Journal article
DOI: 10.1016/j.engappai.2019.03.024
Part of ISSN: 0952-1976
Contributors: Erol Egrioglu; Eren Bas; Ozge Cagcag Yolcu; Ufuk Yolcu
Source: Self-asserted source
OZGE CAGCAG YOLCU

Single Multiplicative Neuron Model Artificial Neural Network with Autoregressive Coefficient for Time Series Modelling

Neural Processing Letters
2018-06 | Journal article
DOI: 10.1007/s11063-017-9686-3
Part of ISSN: 1370-4621
Part of ISSN: 1573-773X
Contributors: Ozge Cagcag Yolcu; Eren Bas; Erol Egrioglu; Ufuk Yolcu
Source: Self-asserted source
OZGE CAGCAG YOLCU

Prediction of TAIEX based on hybrid fuzzy time series model with single optimization process

Applied Soft Computing
2018-05 | Journal article
DOI: 10.1016/j.asoc.2018.02.007
Part of ISSN: 1568-4946
Contributors: Ozge Cagcag Yolcu; Faruk Alpaslan
Source: Self-asserted source
OZGE CAGCAG YOLCU

A combined robust fuzzy time series method for prediction of time series

Neurocomputing
2017-07 | Journal article
DOI: 10.1016/j.neucom.2017.03.037
Part of ISSN: 0925-2312
Contributors: Ozge Cagcag Yolcu; Hak-Keung Lam
Source: Self-asserted source
OZGE CAGCAG YOLCU

High order fuzzy time series forecasting method based on an intersection operation

Applied Mathematical Modelling
2016-10 | Journal article
DOI: 10.1016/j.apm.2016.05.012
Part of ISSN: 0307-904X
Contributors: Ozge Cagcag Yolcu; Ufuk Yolcu; Erol Egrioglu; C. Hakan Aladag
Source: Self-asserted source
OZGE CAGCAG YOLCU

A New Robust Regression Method Based on Particle Swarm Optimization

Communications in Statistics - Theory and Methods
2015-03-19 | Journal article
DOI: 10.1080/03610926.2012.718843
Part of ISSN: 0361-0926
Part of ISSN: 1532-415X
Contributors: Ozge Cagcag; Ufuk Yolcu; Erol Egrioglu
Source: Self-asserted source
OZGE CAGCAG YOLCU

An enhanced fuzzy time series forecasting method based on artificial bee colony

Journal of Intelligent & Fuzzy Systems
2014 | Journal article
DOI: 10.3233/ifs-130933
Part of ISSN: 1064-1246
Contributors: Ufuk Yolcu; Ozge Cagcag; Cagdas Hakan Aladag; Erol Egrioglu
Source: Self-asserted source
OZGE CAGCAG YOLCU

A Hybrid Fuzzy Time Series Approach Based on Fuzzy Clustering and Artificial Neural Network with Single Multiplicative Neuron Model

Mathematical Problems in Engineering
2013 | Journal article
DOI: 10.1155/2013/560472
Part of ISSN: 1024-123X
Part of ISSN: 1563-5147
Contributors: Ozge Cagcag Yolcu
Source: Self-asserted source
OZGE CAGCAG YOLCU

Peer review (15 reviews for 8 publications/grants)

Review activity for Applied soft computing. (2)
Review activity for Computational economics. (1)
Review activity for Engineering applications of artificial intelligence. (4)
Review activity for Expert systems with applications. (3)
Review activity for International journal of fuzzy systems. (1)
Review activity for Neural computing & applications. (1)
Review activity for Neural Processing Letters. (1)
Review activity for Soft computing. (2)
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