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Ozge Cagcag Yolcu
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A combined robust fuzzy time series method for prediction of time series
OC Yolcu, HK Lam
Neurocomputing 247, 87-101, 2017
662017
High order fuzzy time series forecasting method based on an intersection operation
OC Yolcu, U Yolcu, E Egrioglu, CH Aladag
Applied Mathematical Modelling 40 (19-20), 8750-8765, 2016
632016
Prediction of TAIEX based on hybrid fuzzy time series model with single optimization process
OC Yolcu, F Alpaslan
Applied Soft Computing 66, 18-33, 2018
592018
Artificial intelligence and machine learning approaches in composting process: a review
FA Temel, OC Yolcu, NG Turan
Bioresource technology 370, 128539, 2023
512023
Identifying the maturity of co-compost of olive mill waste and natural mineral materials: Modelling via ANN and multi-objective optimization
NA Dümenci, OC Yolcu, FA Temel, NG Turan
Bioresource Technology 338, 125516, 2021
432021
A new CNN-based model for financial time series: TAIEX and FTSE stocks forecasting
M Kirisci, O Cagcag Yolcu
Neural Processing Letters 54 (4), 3357-3374, 2022
422022
Prediction and optimization of nitrogen losses in co-composting process by using a hybrid cascaded prediction model and genetic algorithm
ET Kabak, OC Yolcu, FA Temel, NG Turan
Chemical Engineering Journal 437, 135499, 2022
382022
A novel intuitionistic fuzzy time series prediction model with cascaded structure for financial time series
OC Yolcu, U Yolcu
Expert Systems with Applications 215, 119336, 2023
292023
A new intuitionistic fuzzy functions approach based on hesitation margin for time-series prediction
O Cagcag Yolcu, E Bas, E Egrioglu, U Yolcu
Soft Computing 24, 8211-8222, 2020
292020
A multilayer perceptron-based prediction of ammonium adsorption on zeolite from landfill leachate: Batch and column studies
FA Temel, ÖC Yolcu, A Kuleyin
Journal of Hazardous Materials 410, 124670, 2021
282021
A novel seasonal fuzzy time series method
F Alpaslan, O Cagcag, CH Aladag, U Yolcu, E Egrioglu
Hacettepe Journal of Mathematics and Statistics 41 (3), 375-385, 2012
282012
Single multiplicative neuron model artificial neural network with autoregressive coefficient for time series modelling
O Cagcag Yolcu, E Bas, E Egrioglu, U Yolcu
Neural Processing Letters 47, 1133-1147, 2018
272018
New hybrid predictive modeling principles for ammonium adsorption: The combination of Response Surface Methodology with feed-forward and Elman-Recurrent Neural Networks
OC Yolcu, FA Temel, A Kuleyin
Journal of Cleaner Production 311, 127688, 2021
262021
A seasonal fuzzy time series forecasting method based on Gustafson-Kessel fuzzy clustering
F Alpaslan, O Cagcag
Journal of social and Economic Statistics 1 (2), 1-13, 2012
262012
A new fuzzy time series method based on an ARMA-type recurrent Pi-Sigma artificial neural network
C Kocak, AZ Dalar, O Cagcag Yolcu, E Bas, E Egrioglu
Soft Computing 24, 8243-8252, 2020
252020
Modeling and optimization of process parameters in co-composting of tea waste and food waste: Radial basis function neural networks and genetic algorithm
EC Yılmaz, FA Temel, OC Yolcu, NG Turan
Bioresource Technology 363, 127910, 2022
242022
Evaluation of a cascade artificial neural network for modeling and optimization of process parameters in co-composting of cattle manure and municipal solid waste
Y Bayındır, OC Yolcu, FA Temel, NG Turan
Journal of Environmental Management 318, 115496, 2022
242022
Intuitionistic time series fuzzy inference system
E Egrioglu, E Bas, OC Yolcu, U Yolcu
Engineering Applications of Artificial Intelligence 82, 175-183, 2019
242019
Modelling and optimization of sewage sludge composting using biomass ash via deep neural network and genetic algorithm
H Dogan, FA Temel, OC Yolcu, NG Turan
Bioresource Technology 370, 128541, 2023
232023
Probabilistic forecasting, linearity and nonlinearity hypothesis tests with bootstrapped linear and nonlinear artificial neural network
U Yolcu, E Egrioglu, E Bas, OC Yolcu, AZ Dalar
Journal of Experimental & Theoretical Artificial Intelligence 33 (3), 383-404, 2021
212021
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