SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler
Diğer Dergilerde Yayınlanan Makaleler
Probabilistic Fuzzy Time Series Method Based on Artificial Neural Network
American Journal of Intelligent Systems
, cilt.6, sa.2, ss.42-47, 2016 (Hakemli Dergi)
Single Multiplicative Neuron Model Artificial Neuron Network Trained by Bat Algorithm for Time Series Forecasting
American Journal of Intelligent Systems
, cilt.6, sa.3, ss.74-77, 2016 (Hakemli Dergi)
Application of type 1 fuzzy functions approach for time series forecasting
Turkish Journal of Fuzzy Systems
, cilt.5, sa.1, ss.1-9, 2014 (Hakemli Dergi)
A New Adaptive Network Based Fuzzy Inference System for Time Series Forecasting
Aloy Journalof Soft Computingand Applications
, cilt.2, sa.1, ss.25-32, 2014 (Hakemli Dergi)
A Fuzzy Time Series Approach Using De Best 1 Mutation Strategy of Differential Evolution Algorithm
Aloy Journalof Soft Computingand Applications
, cilt.2, sa.2, ss.60-69, 2014 (Hakemli Dergi)
A Fuzzy Time Series Analysis Approach by Using Differential Evolution Algorithm Based on the Number of Recurrences of Fuzzy Relations
American Journal of Intelligent Systems
, cilt.3, sa.2, ss.75-82, 2013 (Hakemli Dergi)
A Novel Seasonal Fuzzy Time Series Method to the Forecasting of Air Pollution Data in Ankara
American Journal of Intelligent Systems
, cilt.3, sa.1, ss.13-19, 2013 (Hakemli Dergi)
A New Fuzzy Time Series Analysis Approach by Using Differential Evolution Algorithm and Chronologically Determined Weights
Journal of Social and Economic Statistics
, cilt.2, sa.1, ss.33-30, 2013 (Hakemli Dergi)
The Forecasting of Istanbul Stock Market with a High Order Multivariate Fuzzy Time Series Forecasting Model
Turkish Journal of Fuzzy Systems
, cilt.3, sa.2, ss.118-138, 2012 (Hakemli Dergi)
Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar
The Use of Some Loss Functions in Fuzzy Time SeriesForecasting Problem
11. International Statistics Days Conference, 3 - 07 Ekim 2018, ss.969-979
Bagged Pi-Sigma artificial neural networks with artificial bee colony algorithm for forecasting
4th International Researchers, Statisticians and Young Statisticians Congress, 28 - 30 Nisan 2018, ss.85
A new intuitionistic high order fuzzy time series method
10th International Statistics Congress, 6 - 08 Aralık 2017, ss.87
Maximum likelihood estimation using genetic algorithm for the parameters of skew-t distribution under type II censoring
10th International Statistics Congress, 6 - 08 Aralık 2017
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, ss.74
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, ss.30-31
MODIFIED HOLT METHOD BASED ON PARTICLE SWARM OPTIMIZATION
EUREFE’17 International Conference, Muğla, Türkiye, 27 - 29 Temmuz 2017, cilt.1, ss.288-289
PARAMETER ESTIMATION IN WINTERS EXPONENTIAL SMOOTHING METHOD WITH PARTICLE SWARM OPTIMIZATION
EUREFE’17 International Conference, Muğla, Türkiye, 27 - 29 Temmuz 2017, cilt.1, ss.286-287
A NEW INTUITIONISTIC FUZZY FUNCTIONS APPROACH BASED ON HESITATION MARGIN FOR TIME SERIES PREDICTION
EUREFE’17 International Conference, Muğla, Türkiye, 27 - 29 Temmuz 2017, cilt.1, ss.314-315
A MULTI-COMPONENT HYBRID LEARNING ALGORITHM FOR MULTIPLICATIVE NEURON MODEL ARTIFICIAL NEURAL NETWORKS
EUREFE’17 International Conference, Muğla, Türkiye, 27 - 29 Temmuz 2017, cilt.1, ss.316-317
A Hybrid Forecasting Method Based On Exponential Smoothing and Multiplicative Neuron Model Artificial Neural Network
3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), Konya, Türkiye, 24 - 26 Mayıs 2017, ss.28
Maximum Likelihood Estimation for the Parameters of Skew-t Distribution Using Genetic Algorithm
3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), Konya, Türkiye, 24 - 26 Mayıs 2017, ss.212
IID Bootstrap Approach with Rejection Sampling for Pi-Sigma Artificial Neural Network
3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), Konya, Türkiye, 24 - 26 Mayıs 2017, ss.32
A New Intuitionistic Time Series Fuzzy Inference System
3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), Konya, Türkiye, 24 - 26 Mayıs 2017, ss.29
Bagging Fuzzy Ridge Regression Functions Approach for Forecasting
3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), Konya, Türkiye, 24 - 26 Mayıs 2017, ss.31
A Robust Learning Algorithm for Pi-Sigma Artificial Neural Networks Based on M-Estimator
3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), Konya, Türkiye, 24 - 26 Mayıs 2017, ss.30
Bootstrapped Robust Pi-Sigma Artificial Neural Network Based on Robust Learning Algorithm
3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), Konya, Türkiye, 24 - 26 Mayıs 2017, ss.124
An application of ARMA type high order fuzzy time series forecast method based on fuzzy logic relation tables to TAIEX Data
3rd International Researchers, Statisticians and Young Statisticians Congress (IRSYSC-2017), Konya, Türkiye, 24 - 26 Mayıs 2017, ss.123
A Probabilistic Prediction of Time Series based on Sigma Pi Neural Networks
Xth International Statistics Days Conference (ISDC’2016), 7 - 09 Ekim 2016
Median Pi Artificial Neural Network for Forecasting
INTERNATIONAL CONFERENCE ON TRENDS AND PERSPECTIVES IN LINEAR STATISTICAL INFERENCE, 22 - 25 Ağustos 2016
BOOTSTRAP FUZZY FUNCTİONS FOR TİME SERİES FORECASTİNG APPLİCATİON OF BORSA İSTANBUL
17th International Symposium on Econometrics, Operations Research and Statistics, Sivas, Türkiye, 2 - 04 Haziran 2016, ss.362-363
Maximum Likelihood Estimation with Genetic Algorithm for The Parameters of Skew Normal Distribution
International Conference on Information Complexity and Statistical Modeling in High Dimensions with Application, 18 - 21 Mayıs 2016
A New Search Space for Genetic Algorithm
International Conference on Information Complexity and Statistical Modeling in High Dimensions with Application, 18 - 21 Mayıs 2016
A HYBRID APPROACH FOR ROBUST TRAINING OF SINGLE MULTIPLICATIVE NEURON MODEL ARTIFICIAL NEURAL NETWORKS
1th International Black Sea Business Administion Symposium, 16 - 18 Mayıs 2016
A NEW DYNAMIC WEIGHT NEURAL NETWORK FOR BIST 100 MODELLING
1th International Black Sea Business Administion Symposium, 16 - 18 Mayıs 2016
A Hybrid Multivariate Fuzzy Time Series Method Based on Gustafson Kessel Fuzzy Clustering Technique and Artificial Neural Network
International Journal of Arts & Sciences’ (IJAS) International Conference for Technology and Science, 13 - 16 Nisan 2015
Type 1 Fuzzy Function Approach Based on Ridge Regression for Forecasting of Time Series
12th German Probability and Statistics Days, 1 - 04 Mart 2016
A New Probabilistic Fuzzy Inference System for Time Series Forecasting
12th German Probability and Statistics Days, 1 - 04 Mart 2016
A Fuzzy Time Series Network for Forecasting
International work-conference on Time Series(ITISE 2015), Granada, Nikaragua, 1 - 03 Temmuz 2015, ss.541
A High Order Time Fuzzy Time Series Forecasting Model Based on Fuzzy C means and Articial Neural Networks
International work-conference on Time Series(ITISE 2015), Granada, Nikaragua, 1 - 03 Temmuz 2015, ss.564
A New Type Recurrent Multiplicative Neuron Model Articial Neural Network for Forecasting
International work-conference on Time Series(ITISE 2015), Granada, Nikaragua, 1 - 03 Temmuz 2015, ss.637
Forecasting Turkey Electricity Consumption by Using Fuzzy Functions Approach
International work-conference on Time Series(ITISE 2015), Granada, Nikaragua, 1 - 03 Temmuz 2015, ss.542
The Training of Artificial Neural Networks with Multiplicative Neuron Model Based On Differential Evolution Algorithm for Forecasting
Global Conference on Computer Sciences, Software, Networks & Engineering, Aydın, Türkiye, 6 - 08 Kasım 2014
A New Adaptıve Network Fuzzy Inference System For Tıme Serıes Forecastıng
International 8th International Statistics Congress, Antalya, Türkiye, 27 - 30 Ekim 2013
A Fuzzy Tıme Serıes Approach Based On Dıfferentıal Evolutıon Algorıthm Usıng De Best 1 Mutatıon Strategy
International 8th International Statistics Congress, Antalya, Türkiye, 27 - 30 Ekim 2013
An Improved High Order Fuzzy Time Series Approach
International 8th International Statistics Congress, Antalya, Türkiye, 27 - 30 Ekim 2013
Gauss Aktivasyon Fonksiyonuna Dayalı Çarpımsal Nöron Model Yapay Sinir Ağı
International 8th International Statistics Congress, Antalya, Türkiye, 27 - 30 Ekim 2013
Tip 1 Bulanık Fonksiyon Yaklaşımının Zaman Serilerinde Bir Uygulaması
International 8th International Statistics Congress, Antalya, Türkiye, 27 - 30 Ekim 2013
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
A hybrid fuzzy time series method based on particle swarm optimization and feed forward neural networks
8th International Symposium of Statistics, Eskişehir, Türkiye, 11 - 13 Ekim 2012
A fuzzy time series approach with differential evolution algorithm
8th International Symposium of Statistics, Eskişehir, Türkiye, 11 - 13 Ekim 2012
Üyelik Değerlerine ve Çarpımsal Nöron Modele Dayalı Bulanık Zaman Serisi Yaklaşımı
13th International Conference on Econometrics, Operation Research and Statistics, Famagusta, Kıbrıs (Kktc), 24 - 26 Mayıs 2012
Mevsimsel Bulanık Zaman Serilerinin Çözümlenmesinde Yeni Bir Yaklaşım
13th International Conference on Econometrics, Operation Research and Statistics, Famagusta, Kıbrıs (Kktc), 24 - 26 Mayıs 2012
Bulanık Cronbach Alfa
13th International Conference on Econometrics, Operation Research and Statistics, Famagusta, Kıbrıs (Kktc), 24 - 26 Mayıs 2012
A Hybrid Artificial Neural Network Model with Linear Nonlinear Components
Online Conference on Soft Computing in Industrial Applications, 5 - 06 Aralık 2011
Yapay Sinir Ağlarına Dayalı ARMA 1 1 Tipli Bulanık Zaman Serisi Öngörü Yöntemi
International 7. Statistical Congress, Antalya, Türkiye, 28 Nisan - 01 Mayıs 2011
Genetik Algoritmaya Dayalı Yeni Bir Bulanık Zaman Serisi Yaklaşımı
International 7. Statistical Congress, Antalya, Türkiye, 28 Nisan - 01 Mayıs 2011
Üçgensel Bulanık Sayılardan Oluşan Bulanık Zaman Serilerinin Çözümlenmesi
International 7. Statistical Congress, Antalya, Türkiye, 28 Nisan - 01 Mayıs 2011
Parçacık sürü optimizasyonu ve bulanık kümelemeye dayalı yeni bir zaman değişmez bulanık zaman serisi analizi yöntemi
International 7. Statistical Congress, Antalya, Türkiye, 28 Nisan - 01 Mayıs 2011
Bulanık Zaman Serilerinin Öngörüsünde Aralık Uzunluğunun Etkisi
International 7. Statistical Congress, Antalya, Türkiye, 28 Nisan - 01 Mayıs 2011
A new hybrid approach for forecasting a seasonal fuzzy time series
1st International Symposium on Computing in Science and Engineering, Aydın, Türkiye, 28 - 30 Mayıs 2010
A New High Order Fuzzy Time Series Approach
1st International Symposium on Computing in Science and Engineering, Aydın, Türkiye, 28 - 30 Mayıs 2010
TL Dolar Döviz Kuru Verilerinin Bulanık Zaman Serisi Yaklaşımları İle Öngörüsü
7. İstatistik Günleri Sempozyumu, Ankara, Türkiye, 01 Ocak 2010
SARIMA Modeli ve Elman Yapay Sinir Ağının Melez Yaklaşımı İle Ankara Hava Kalitesi Verilerinin Çözümlenmesi
7. İstatistik Günleri Sempozyumu, Ankara, Türkiye, 01 Ocak 2010
Ankara Hava Kirliliği Zaman Serisinin Çözümlenmesinde Klasik Ve Bulanık Zaman Serileri Yaklaşımlarının Karşılaştırılması
7. İstatistik Günleri Sempozyumu, Ankara, Türkiye, 01 Ocak 2010
Mevsimsel Bulanık Zaman Serisi Yaklaşımı İle Samsun İli Kükürtdioksit SO2 Miktarının Öngörüsü
19. İstatistik Araştırma Sempozyumu, Ankara, Türkiye, 01 Ocak 2010
Bulanık Kümeleme ve Bulanık Zaman Serisinin Melez Yaklaşımı İle İMKB Öngörüsü
18. İstatistik Araştırma Sempozyumu, Ankara, Türkiye, 7 - 08 Mayıs 2009
Bulanık Kümelemede En Uygun Küme Sayısının Yapay Sinir Ağları İle Belirlenmesi
6. İstatistik Kongresi, Antalya, Türkiye, 29 Nisan - 03 Mayıs 2009
IMKB Verilerinin Bulanık Zaman Serileri Yaklaşımı ile Çözümlenmesi
6. İstatistik Kongresi, Antalya, Türkiye, 29 Nisan - 03 Mayıs 2009
Aralık Uzunluğunun Optimizasyonuna Dayalı Yüksek Dereceli Bulanık Zaman Serisi Yaklaşımı
6. İstatistik Kongresi, Antalya, Türkiye, 29 Nisan - 03 Mayıs 2009
Aralık Uzunluğunun Optimizasyonuna Dayalı Bulanık Zaman Serisi Yaklaşımı ve Bir Uygulama
17. İstatistik Araştırma Sempozyumu, Ankara, Türkiye, 01 Mayıs 2008 - 01 Mayıs 2007
Kitap & Kitap Bölümleri
YAPAY SİNİR AĞLARI (Öngörü ve Tahmin Uygulamaları)
NOBEL AKADEMİK YAYINCILIK, Ankara, 2019
A New High Order Multivariate Fuzzy Time SeriesForecasting Model
Advances in Time Series Forecasting (Volume 2), Cagdas Hakan Aladag, Editör, Bentham Science Publishers, Sharjah, ss.127-143, 2017
A New Neural Network Model with DeterministicTrend and Seasonality Components for TimeSeries Forecasting
Advances in Time Series Forecasting (Volume 2), Cagdas Hakan Aladag, Editör, Bentham Science Publishers, Sharjah, ss.76-92, 2017
A Hybrid Forecasting Approach Combines SARIMA and Fuzzy Time Series
Advances in Time Series Forecasting, Cagdas Hakan Aladag; Erol Egrioglu, Editör, Bentham Science Publishers, ss.96-107, 2012
A New Approach Based On Artıfıcıal Neural Networks For Hıgh Order Bıvarıate Fuzzy Tıme Series
Applications of Soft Computing From Theory to Praxis, Jörn Mehnen,Mario Koeppen,Ashraf Saad,Ashutosh Tiwari, Editör, Springer-Verlag , ss.265-273, 2009