Items where Author is "Bas, Eren"

Egrioglu, Erol and Bas, Eren and Yolcu, Ufuk (2021) Intuitionistic Fuzzy Time Series Functions Approach for Time Series Forecasting. Granular Computing, 6 (3). pp. 619-629. ISSN 2364-4974

Yolcu, Ufuk and Egrioglu, Erol and Bas, Eren and Yolcu, Ozge Cagcag and Dalar, Ali Zafer (2021) Probabilistic forecasting, linearity and nonlinearity hypothesis tests with bootstrapped linear and nonlinear artificial neural network. Journal of Experimental and Theoretical Artificial Intelligence, 33 (3). pp. 383-404. ISSN 0952-813X

Tak, Nihat and Egrioglu, Erol and Bas, Eren and Yolcu, Ufuk (2021) An adaptive forecast combination approach based on meta intuitionistic fuzzy functions. Journal of Intelligent and Fuzzy Systems, 40 (5): 5. pp. 9567-9581. ISSN 1064-1246

Kocak, Cem and Dalar, Ali Zafer and Yolcu, Ozge Cagcag and Bas, Eren and Egrioglu, Erol (2020) A new fuzzy time series method based on an ARMA-type recurrent Pi-Sigma artificial neural network. Soft Computing, 24 (11). pp. 8243-8252. ISSN 1432-7643

Bas, Eren and Yolcu, Ufuk and Egrioglu, Erol (2020) Picture fuzzy regression functions approach for financial time series based on ridge regression and genetic algorithm. Journal of Computational and Applied Mathematics, 370: 112656. ISSN 0377-0427

Egrioglu, Erol and Bas, Eren and Yolcu, Ufuk and Chen, Mu Yen (2020) Picture fuzzy time series : Defining, modeling and creating a new forecasting method. Engineering Applications of Artificial Intelligence, 88: 103367. ISSN 0952-1976

Cagcag Yolcu, Ozge and Bas, Eren and Egrioglu, Erol and Yolcu, Ufuk (2019) A new intuitionistic fuzzy functions approach based on hesitation margin for time-series prediction. Soft Computing. ISSN 1432-7643

Egrioglu, Erol and Bas, Eren and Yolcu, Ozge Cagcag and Yolcu, Ufuk (2019) Intuitionistic time series fuzzy inference system. Engineering Applications of Artificial Intelligence, 82. pp. 175-183. ISSN 0952-1976

Egrioglu, Erol and Yolcu, Ufuk and Bas, Eren and Dalar, Ali Zafer (2019) Median-Pi artificial neural network for forecasting. Neural Computing and Applications, 31 (1). pp. 307-316. ISSN 0941-0643

Yolcu, Ufuk and Bas, Eren and Egrioglu, Erol (2018) A new fuzzy inference system for time series forecasting and obtaining the probabilistic forecasts via subsampling block bootstrap. Journal of Intelligent and Fuzzy Systems, 35 (2). pp. 2349-2358. ISSN 1064-1246

Bas, Eren and Grosan, Crina and Egrioglu, Erol and Yolcu, Ufuk (2018) High order fuzzy time series method based on pi-sigma neural network. Engineering Applications of Artificial Intelligence, 72. pp. 350-356. ISSN 0952-1976

Cagcag Yolcu, Ozge and Bas, Eren and Egrioglu, Erol and Yolcu, Ufuk (2018) Single Multiplicative Neuron Model Artificial Neural Network with Autoregressive Coefficient for Time Series Modelling. Neural Processing Letters, 47 (3). pp. 1133-1147. ISSN 1370-4621

Akdeniz, Esra and Egrioglu, Erol and Bas, Eren and Yolcu, Ufuk (2018) An ARMA Type Pi-Sigma Artificial Neural Network for Nonlinear Time Series Forecasting. Journal of Artificial Intelligence and Soft Computing Research, 8 (2). pp. 121-132. ISSN 2449-6499

Bas, Eren and Uslu, Vedide Rezan and Egrioglu, Erol (2016) Robust learning algorithm for multiplicative neuron model artificial neural networks. Expert Systems with Applications, 56. pp. 80-88. ISSN 0957-4174

Bas, Eren and Egrioglu, Erol and Aladag, Cagdas Hakan and Yolcu, Ufuk (2015) Fuzzy-time-series network used to forecast linear and nonlinear time series. Applied Intelligence, 43 (2). pp. 343-355. ISSN 0924-669X

Egrioglu, Erol and Yolcu, Ufuk and Aladag, Cagdas Hakan and Bas, Eren (2015) Recurrent Multiplicative Neuron Model Artificial Neural Network for Non-linear Time Series Forecasting. Neural Processing Letters, 41 (2). pp. 249-258. ISSN 1370-4621

Yolcu, Ufuk and Bas, Eren and Egrioglu, Erol and Aladag, Cagdas Hakan (2015) A new multilayer feedforward network based on trimmed mean neuron model. Neural Network World, 25 (6). pp. 587-602. ISSN 1210-0552

Bas, Eren and Uslu, Vedide Rezan and Yolcu, Ufuk and Egrioglu, Erol (2014) A modified genetic algorithm for forecasting fuzzy time series. Applied Intelligence, 41 (2). pp. 453-463. ISSN 0924-669X

Rezan Uslu, Vedide and Bas, Eren and Yolcu, Ufuk and Egrioglu, Erol (2014) A fuzzy time series approach based on weights determined by the number of recurrences of fuzzy relations. Swarm and Evolutionary Computation, 15. pp. 19-26. ISSN 2210-6502

Aladag, Cagdas Hakan and Yolcu, Ufuk and Egrioglu, Erol and Bas, Eren (2014) Fuzzy lagged variable selection in fuzzy time series with genetic algorithms. Applied Soft Computing Journal, 22. pp. 465-473. ISSN 1568-4946