Makaleler
42
Tümü (42)
SCI-E, SSCI, AHCI (35)
SCI-E, SSCI, AHCI, ESCI (36)
ESCI (1)
Scopus (35)
TRDizin (2)
Diğer Yayınlar (5)
4. Zaman Serisi Tahmini İçin Yeni Bir Yaklaşım: Bulanık Regresyon Ağı Fonksiyonları
International journal of advances in engineering and pure sciences (Online)
, cilt.37, sa.1, ss.36-52, 2025 (TRDizin)
9. Combination of ANNs and heuristic algorithms in modelling and optimizing of Fenton processes for industrial wastewater treatment
International Journal of Environmental Science and Technology
, cilt.20, sa.6, ss.6065-6078, 2023 (SCI-Expanded)
21. Modelling and optimization of Fenton processes through neural network and genetic algorithm
Korean Journal Of Chemical Engineering
, sa.38, ss.2265-2278, 2021 (SCI-Expanded)
24. Probabilistic forecasting, linearity and nonlinearity hypothesis tests with bootstrapped linear and nonlinear artificial neural network
JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE
, cilt.33, sa.3, ss.383-404, 2021 (SCI-Expanded)
34. The forecasting of Istanbul stock exchange by using a hybrid fuzzy time series approach
Turkish Journal of Fuzzy Systems
, cilt.5, sa.1, ss.10-26, 2014 (Hakemli Dergi)
39. A Seasonal Fuzzy Time Series Forecasting Method Based on Gustafson Kessel Fuzzy Clustering
Journal of Social and Ekonomic Statistics
, cilt.2, sa.1, ss.1-13, 2012 (Hakemli Dergi)
40. İstanbul Temiz Su Tüketiminin Bulanık Zaman Serisi Yaklaşımları ile Öngörüsü
TÜİK İstatistik Araştırma Dergisi
, cilt.9, sa.2, ss.1-11, 2012 (Hakemli Dergi)
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)
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)
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)
15. Recurrent Fuzzy Regression Functions Approach based on IID Innovations Bootstrap with Rejection Sampling
10th INTERNATIONALSTATISTICS CONGRESS, Ankara, Türkiye, 6 - 08 Aralık 2017, ss.10, (Özet Bildiri)
16. An Application of Single Multiplicative Neuron Model Artificial Neural Network with Adaptive Weights and Biases based on Autoregressive Structure
10th INTERNATIONALSTATISTICS CONGRESS, Ankara, Türkiye, 6 - 08 Aralık 2017, ss.85, (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)
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)
41. Ondokuz Mayıs Üniversitesi Tıp Fakültesi Beyin Cerrahisi Polikliniğinde Hasta Bekleme Süresinin Azaltılması
VII. İstatistik Günleri Sempozyumu, Famagusta, Türkiye, 28 - 30 Haziran 2010, (Özet Bildiri)