Home > Research > Researchers > Professor Erol Egrioglu > Publications

Research

Professor Erol Egrioglu

Formerly at Lancaster University

1 - 25 out of 71Page size: 25
RSS feed of this list
  1. 2022
  2. Published

    A New Bootstrapped Hybrid Artificial Neural Network Approach for Time Series Forecasting

    Eğrioğlu, E. & Fildes, R., 30/04/2022, In: Computational Economics. 59, 4, p. 1355-1383 29 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    Deep Learning for Financial Engineering

    Chen, M.-Y., Sangaiah, A. K., Chen, T.-H., Lughofer, E. D. & Egrioglu, E., 30/04/2022, In: Computational Economics. 59, 4, p. 1277-1281 5 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. 2021
  5. Published

    Cloud & fog computing: intelligent applications

    Chen, M.-Y., Lughofer, E. D. & Egrioglu, E., 31/10/2021, In: Enterprise Information Systems. 15, 9, p. 1197-1199 3 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    Intuitionistic Fuzzy Time Series Functions Approach for Time Series Forecasting

    Egrioglu, E., Bas, E. & Yolcu, U., 31/07/2021, In: Granular Computing. 6, 3, p. 619-629 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

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

    Yolcu, U., Egrioglu, E., Bas, E., Yolcu, O. C. & Dalar, A. Z., 30/06/2021, In: Journal of Experimental and Theoretical Artificial Intelligence. 33, 3, p. 383-404 22 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    Threshold single multiplicative neuron artificial neural networks for non-linear time series forecasting

    Yildirim, A. N., Bas, E. & Egrioglu, E., 30/06/2021, In: Journal of Applied Statistics. 48, 13-15, p. 2809-2825 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. E-pub ahead of print

    Training simple recurrent deep artificial neural network for forecasting using particle swarm optimization

    Bas, E., Egrioglu, E. & Kolemen, E., 22/06/2021, (E-pub ahead of print) In: Granular Computing. 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    An adaptive forecast combination approach based on meta intuitionistic fuzzy functions

    Tak, N., Egrioglu, E., Bas, E. & Yolcu, U., 22/04/2021, In: Journal of Intelligent and Fuzzy Systems. 40, 5, p. 9567-9581 15 p., 5.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. 2020
  12. Published

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

    Kocak, C., Dalar, A. Z., Yolcu, O. C., Bas, E. & Egrioglu, E., 1/06/2020, In: Soft Computing. 24, 11, p. 8243-8252 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. Published

    Picture fuzzy regression functions approach for financial time series based on ridge regression and genetic algorithm

    Bas, E., Yolcu, U. & Egrioglu, E., 15/05/2020, In: Journal of Computational and Applied Mathematics. 370, 112656.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. E-pub ahead of print

    RETRACTED ARTICLE : A hybrid algorithm based on artificial bat and backpropagation algorithms for multiplicative neuron model artificial neural networks

    Bas, E., Egrioglu, E. & Yolcu, U., 13/04/2020, (E-pub ahead of print) In: Journal of Ambient Intelligence and Humanized Computing. 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    Intuitionistic fuzzy ridge regression functions

    Kizilaslan, B., Egrioglu, E. & Evren, A. A., 1/03/2020, In: Communications in Statistics: Simulation and Computation. 49, 3, p. 699-708 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. Published

    Picture fuzzy time series: Defining, modeling and creating a new forecasting method

    Egrioglu, E., Bas, E., Yolcu, U. & Chen, M. Y., 28/02/2020, In: Engineering Applications of Artificial Intelligence. 88, 13 p., 103367.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  17. Published

    AR–ARCH Type Artificial Neural Network for Forecasting

    Corba, B. S., Egrioglu, E. & Dalar, A. Z., 1/02/2020, In: Neural Processing Letters. 51, p. 819–836 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  18. 2019
  19. E-pub ahead of print

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

    Cagcag Yolcu, O., Bas, E., Egrioglu, E. & Yolcu, U., 1/11/2019, (E-pub ahead of print) In: Soft Computing. 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    Intuitionistic time series fuzzy inference system

    Egrioglu, E., Bas, E., Yolcu, O. C. & Yolcu, U., 30/06/2019, In: Engineering Applications of Artificial Intelligence. 82, p. 175-183 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Published

    Median-Pi artificial neural network for forecasting

    Egrioglu, E., Yolcu, U., Bas, E. & Dalar, A. Z., 18/01/2019, In: Neural Computing and Applications. 31, 1, p. 307-316 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. 2018
  23. Published

    A new fuzzy inference system for time series forecasting and obtaining the probabilistic forecasts via subsampling block bootstrap

    Yolcu, U., Bas, E. & Egrioglu, E., 26/08/2018, In: Journal of Intelligent and Fuzzy Systems. 35, 2, p. 2349-2358 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  24. Published

    High order fuzzy time series method based on pi-sigma neural network

    Bas, E., Grosan, C., Egrioglu, E. & Yolcu, U., 1/06/2018, In: Engineering Applications of Artificial Intelligence. 72, p. 350-356 7 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Published

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

    Cagcag Yolcu, O., Bas, E., Egrioglu, E. & Yolcu, U., 1/06/2018, In: Neural Processing Letters. 47, 3, p. 1133-1147 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  26. Published

    An ARMA Type Pi-Sigma Artificial Neural Network for Nonlinear Time Series Forecasting

    Akdeniz, E., Egrioglu, E., Bas, E. & Yolcu, U., 1/04/2018, In: Journal of Artificial Intelligence and Soft Computing Research. 8, 2, p. 121-132 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. Published

    A new hybrid method for time series forecasting: AR–ANFIS

    Sarıca, B., Eğrioğlu, E. & Aşıkgil, B., 1/02/2018, In: Neural Computing and Applications. 29, 3, p. 749-760 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  28. Published

    Recurrent type-1 fuzzy functions approach for time series forecasting

    Tak, N., Evren, A. A., Tez, M. & Egrioglu, E., 1/01/2018, In: Applied Intelligence. 48, 1, p. 68-77 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  29. 2017
  30. Published

    Particle swarm optimization based Liu-type estimator

    Inan, D., Egrioglu, E., Sarica, B., Askin, O. E. & Tez, M., 17/11/2017, In: Communications in Statistics - Theory and Methods. 46, 22, p. 11358-11369 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  31. Published

    An ensemble of single multiplicative neuron models for probabilistic prediction

    Yolcu, U., Jin, Y. & Egrioglu, E., 13/02/2017, 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016. Institute of Electrical and Electronics Engineers Inc., 8 p. 7849975. (2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Previous 1 2 3 Next

Back to top