A combined robust fuzzy time series method for prediction of time series OC Yolcu, HK Lam Neurocomputing 247, 87-101, 2017 | 66 | 2017 |
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 | 63 | 2016 |
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 | 59 | 2018 |
Artificial intelligence and machine learning approaches in composting process: a review FA Temel, OC Yolcu, NG Turan Bioresource technology 370, 128539, 2023 | 51 | 2023 |
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 | 43 | 2021 |
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 | 42 | 2022 |
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 | 38 | 2022 |
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 | 29 | 2023 |
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 | 29 | 2020 |
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 | 28 | 2021 |
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 | 28 | 2012 |
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 | 27 | 2018 |
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 | 26 | 2021 |
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 | 26 | 2012 |
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 | 25 | 2020 |
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 | 24 | 2022 |
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 | 24 | 2022 |
Intuitionistic time series fuzzy inference system E Egrioglu, E Bas, OC Yolcu, U Yolcu Engineering Applications of Artificial Intelligence 82, 175-183, 2019 | 24 | 2019 |
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 | 23 | 2023 |
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 | 21 | 2021 |