Yayınlar & Eserler

Makaleler 42
Tümü (42)
SCI-E, SSCI, AHCI (35)
SCI-E, SSCI, AHCI, ESCI (36)
ESCI (1)
Scopus (35)
TRDizin (2)
Diğer Yayınlar (5)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 41

1. A Novel Time Series Forecasting Model Based on Single-Valued Neutrosophic Sets

11. International Statistics Congress – ISC2019, İstanbul, Türkiye, 4 - 08 Ekim 2019, ss.476-483, (Tam Metin Bildiri)

2. Multivariate Intuitionistic Fuzzy Inference System for Time Series Prediction

11. International Statistics Congress – ISC2019, Muğla, Türkiye, 4 - 08 Ekim 2019, ss.465-475, (Tam Metin Bildiri)

3. Financial Time Series Prediction via Convolutional Neural Network

11. International Statistics Congress – ISC2019, Muğla, Türkiye, 4 - 08 Ekim 2019, ss.952, (Tam Metin Bildiri)

4. A New Time Series Prediction Method Based on Intuitionistic Fuzzy C-Means And Sigma Pi Neural Network

International Days of Statistics and Economics 2019, Prag, Çek Cumhuriyeti, 5 - 07 Eylül 2019, ss.231-240, (Tam Metin Bildiri)

5. Bivariate Intuitionistic Fuzzy Time Series Prediction Model

Young Business and Industrial Statisticians Workshop on Recent Advances in Data Science and Business Analytics - y-BIS 2019, İstanbul, Türkiye, 25 - 28 Eylül 2019, ss.103-109, (Tam Metin Bildiri)

6. A NEW TIME SERIES PREDICTION METHOD BASED ON INTUITIONISTIC FUZZY C MEANS AND SIGMA PI NEURAL NETWORK

13th International Days of Statistics and Economics, Prague, Çek Cumhuriyeti, 5 - 07 Eylül 2019, ss.231-240, (Tam Metin Bildiri) identifier

7. Zaman Serisi Tahmininde Tek Çarpımsal Sinir Hücresi Yapay Sinir Ağının Eğitimi için Bazı Dayanıklı Yaklaşımlar

19th International Symposium on Econometrics, Operations Research and Statistics, Antalya, Türkiye, 17 - 20 Ekim 2018, ss.448-457, (Tam Metin Bildiri)

8. Çoklu-Melez Öğrenme Algoritmasına Sahip Çarpımsal Sinir Hücresi Yapay Sinir Ağına Dayalı Yeni Bir Bulanık Zaman Serisi Öngörü Yöntemi

19th International Symposium on Econometrics, Operations Research and Statistics, Antalya, Türkiye, 17 - 20 Ekim 2018, ss.1058-1070, (Tam Metin Bildiri)

9. An Intuitionistic Fuzzy Time Series Prediction Method based on Sigma-Pi Neural Network

11. International Statistics Days Conference (ISDC2018), 3 - 07 Ekim 2018, ss.412-422, (Tam Metin Bildiri)

10. The Use of Some Loss Functions in Fuzzy Time Series Forecasting Problem

11. International Statistics Days Conference (ISDC2018), 3 - 07 Ekim 2018, ss.1004-1015, (Tam Metin Bildiri)

11. Advanced Time Series Prediction Methods

4th Global Summit and Expo on Multimedia Artificial Intelligence, ROMA, İtalya, 19 - 21 Temmuz 2018, (Özet Bildiri)

12. Bootstrapped fuzzy time series model based on particle swarm optimization

4th International Researchers, Statisticians and Young Statisticians Congress (IRSYSC 2018), 28 - 30 Nisan 2018, cilt.189, (Özet Bildiri)

13. An intuitionistic fuzzy time series forecasting model based on BAT algorithm

4th International Researchers, Statisticians and Young Statisticians Congress (IRSYSC 2018), 28 - 30 Nisan 2018, ss.190, (Özet Bildiri)

14. Bootstrapped linear and nonlinear artificial neural network for time series forecasting

4th International German Probability and Statistics Days, Freiburg, Almanya, 27 Şubat - 02 Mart 2018, ss.152, (Özet Bildiri)

17. Robust Single Multiplicative Neuron Model Artificial Neural Network with Adaptive Weights and Biases for Forecasting

I. International Symposium on Economics, Finance, and Econometrics, İstanbul, Türkiye, 21 - 23 Eylül 2017, (Özet Bildiri)

18. A New Intuitionistic Fuzzy Functions Approach based on IID Bootstrap for Time Series Prediction

I. International Symposium on Economics, Finance, and Econometrics, İstanbul, Türkiye, 21 - 23 Eylül 2017, (Özet Bildiri)

19. A NEW INTUITIONISTIC FUZZY FUNCTIONS APPROACH BASED ON HESITATION MARGIN FOR TIME SERIES PREDICTION

EUREFE’17 International Conference, Aydın, Türkiye, 27 - 29 Temmuz 2017, cilt.1, ss.314-315, (Özet Bildiri)

20. A MULTI-COMPONENT HYBRID LEARNING ALGORITHM FOR MULTIPLICATIVE NEURON MODEL ARTIFICIAL NEURAL NETWORKS

EUREFE’17 International Conference, Aydın, Türkiye, 27 - 29 Temmuz 2017, cilt.1, ss.316-317, (Özet Bildiri)

21. A New Intuitionistic Time Series Fuzzy Inference System

3rd INTERNATIONAL RESEARCHERS,STATISTICIANS ANDYOUNG STATISTICIANS CONGRESS, Konya, Türkiye, 24 - 26 Mayıs 2017, ss.29, (Özet Bildiri)

22. A Robust Fuzzy Time Series Model for Time Series Forecasting Problems

10th International Statistics Days Conference (ISDC'2016), Giresun, Türkiye, 7 - 09 Ekim 2016, ss.305-314, (Tam Metin Bildiri)

23. A High Order Fuzzy Time Series Method for Time Series Prediction

10th International Statistics Days Conference (ISDC'2016), Giresun, Türkiye, 7 - 09 Ekim 2016, ss.670-678, (Tam Metin Bildiri)

24. A New Fuzzy Time Series Approach based on Recurrent Pi Sigma Neural Network

International Conference On Trends And Perspectives In Linear Statistical Inference, İstanbul, Türkiye, 22 - 25 Ağustos 2016, (Özet Bildiri)

25. A new dynamic neural network for BIST100 Modelling

1st International Balck Sea Business Administration Symposium, Giresun, Türkiye, 16 - 19 Mayıs 2016, ss.602-611, (Tam Metin Bildiri)

26. A Hybrid Approach for Robust Training of Single Multiplicative Neuron Model Artificial Neural Networks

1st International Balck Sea Business Administration Symposium, Giresun, Türkiye, 16 - 19 Mayıs 2016, ss.471-480, (Tam Metin Bildiri)

27. The Type 1 Fuzzy Functions Approach Based On Artificial Neural Networks For Forecasting

International Journal of Arts & Sciences’ (IJAS) International Conference for Technology and Science, Paris, Fransa, 13 - 16 Nisan 2015, cilt.9, ss.191-192, (Özet Bildiri)

28. A Robust Algorithm for Training of Multiplicative Neuron Model Artificial Neural Networks

International Journal of Arts & Sciences’ (IJAS) International Conference for Technology and Science, Paris, Fransa, 13 - 16 Nisan 2015, cilt.9, ss.189-190, (Özet Bildiri)

29. A High Order Fuzzy Time Series Forecasting Model Based on Fuzzy C means and Artificial Neural Networks

International Work-Conference on Time Series Analysis (ITISE 2015), Granada, Nikaragua, 1 - 03 Temmuz 2015, (Özet Bildiri)

30. A New Artificial Neural Network Model based on Trimmed Multiplicative Neuron Model to Determine Fuzzy Relations

Global Conference On Computer Science, Software, Networks & Engineering, Aydın, Türkiye, 6 - 08 Kasım 2014, (Özet Bildiri)

31. The Training of Artificial Neural Networks with Multiplicative Neuron Model Based On Differential Evolution Algorithm for Forecasting

Global Conference On Computer Science, Software, Networks & Engineering, Aydın, Türkiye, 6 - 08 Kasım 2014, (Özet Bildiri)

32. A Robust Fuzzy Time Series Approach

International Journal of Arts and Sciences Conference for Academic Discipline, Viyana, Avusturya, 6 - 10 Nisan 2014

33. A Hybrid Fuzzy Time Series Approach for Forecasting Exchange Market of Istanbul

8th International Statistics Congress, Antalya, Türkiye, 27 - 30 Ekim 2013, (Tam Metin Bildiri)

34. An Improved High Order Fuzzy Time Series Approach

8th International Statistics Congress, Antalya, Türkiye, 27 - 30 Ekim 2013, (Tam Metin Bildiri)

35. A Novel Hybrid Fuzzy Time Series Approach

The 3rd International Fuzzy Systems Symposium (FUZZYSS'13), İstanbul, Türkiye, 24 - 25 Ekim 2013, (Tam Metin Bildiri) identifier

36. Forecasting Of Stock Market Exchange Based On A New Fuzzy Time Series Approaches

XIVth International Symposium on Econometrics, Operation Research and Statistics, Sarayova, Bosna-Hersek, 24 - 28 Mayıs 2013, (Özet Bildiri)

37. Literature review of fuzzy time series and application of fuzzy time series to euro exchange data

8th International Symposium of Statistics, Eskişehir, Türkiye, 11 - 13 Ekim 2012, (Özet Bildiri)

38. Mevsimsel Bulanık Zaman Serilerinin Çözümlenmesinde Yeni Bir Yaklaşım

13th International Conference on Econometrics, Operations Research and Statistics (ICEOS-2012), Famagusta, Kıbrıs (Kktc), 24 - 26 Mayıs 2012, (Özet Bildiri)

39. Üyelik Değerlerine ve Çarpımsal Nöron Modele Dayalı Bulanık Zaman Serisi Yaklaşımı

13th International Conference on Econometrics, Operations Research and Statistics (ICEOS-2012), Famagusta, Kıbrıs (Kktc), 24 - 26 Mayıs 2012, (Özet Bildiri)

40. A novel seasonal fuzzy time series method

FUZZYSS'11: The Second Internatıonal Fuzzy Systems Symposıum, 17 - 18 Kasım 2011, (Tam Metin Bildiri)
Kitaplar 1

1. A Fuzzy Time Series Approach Based on GeneticAlgorithm with Single Analysis Process

Advances in Time Series Forecasting - Volume 2, Cagdas Hakan Aladag, Editör, Bentham Science Publishers Ltd, Sharjah, ss.93-110, 2017
Metrikler

Yayın

84

Yayın (WoS)

37

Yayın (Scopus)

36

Atıf (WoS)

445

H-İndeks (WoS)

15

Atıf (Scopus)

677

H-İndeks (Scopus)

17

Atıf (Scholar)

797

H-İndeks (Scholar)

20

Proje

6

Tez Danışmanlığı

5

Açık Erişim

3
BM Sürdürülebilir Kalkınma Amaçları