Prof. Dr. CEYLAN YOZGATLIGİL

2022 - Devam Ediyor Prof. Dr.

2016 - 2022 Doç. Dr.

2010 - 2016 Yrd. Doç. Dr.

2007 - 2010 Öğretim Görevlisi

1996 - 2007 Araştırma Görevlisi

2002 - 2005 Araştırma Görevlisi

2021 - 2024 Bölüm Başkan Yardımcısı

2017 - 2020 Enstitü Müdür Yardımcısı

2014 - 2015 Bölüm Başkan Yardımcısı

2008 - 2012 Bölüm Başkan Yardımcısı

2023 - Devam Ediyor İcra Kurulu Üyesi

2023 - Devam Ediyor Review Editor

2022 - 2024 Akademik

Veri Madenciliği ve Makine Öğrenmesi

Time Series For Finance

ELEMENTS OF PROBABILITY AND STATISTICS

Veri İşleme ve görselleştirmeye giriş

APPLIED TIME SERIES ANALYSIS

MATHEMATICAL STATISTICS II

STATISTICAL DATA ANALYSIS

MATHEMATICAL STATISTICS I

Fluctuation theory of omega-killed Lévy processes

Comparative performance analysis of variable selection methods in linear: A full factorial design simulation study

Comparison of missing data imputation methods applied to daily temperature and precipitation data in Turkey

The forecast performances of the classical time series model and machine learning algorithms on bist-50 price index using exogenous variables

Audio classification based on machine learning: Understanding animal behavior through sound

A comparative study of deep learning techniques for time series forecasting in energy consumption prediction

Seasonal adjustment of high-frequency time series

Probabilistic forecasting of multiple time series with single recurrent neural network

Temporal clustering of multivariate time series

The forecast performance of classical time series models and machine learning algorithms on bitcoin series using exogenous variables

Coupled hidden Markov model with bivariate discrete copula to study comorbidity of chronic diseases

FORECASTING WARRANTY CLAIMS FOR MONTH IN SERVICES GROUPS IN AUTOMOTIVE SECTOR

Performance of hybrid machine learning algorithms on financial time series data

Yakamoz and Sunshine: Two novel time series anomaly detection methods

A comparative study of classical and machine learning approaches for time series forecasting: An empirical analysis on exports in turkey

Yozgatlıgil C. (Danışman)

E.GÜNEL(Öğrenci), Yüksek Lisans, 2020

Performance comparison of machine learning methods and traditional time series methods for forecasting

ÜLKELERİN EKONOMİK GÖSTERGELERİNİN VERİ MADENCİLİĞİ ANALİZİ = DATA MINING ANALYSIS OF ECONOMIC INDICATORS OF COUNTRIES

Performance comparison of filtering methods on modelling and forecasting total precipitation amount

Yozgatlıgil C.

E.ÜNAL(Öğrenci), Yüksek Lisans, 2019

Impacts of climate nonstationarities on hydroclimatological variables in turkey

YÜCEL İ. (Danışman), YOZGATLIGİL C. (Eş Danışman)

R.AZIZ(Öğrenci), Doktora, 2018

Mixture of vines for dependence modeling: Finite mixture and Cd-vine approaches with applications

KESTEL S. A. (Eş Danışman), YOZGATLIGİL C. (Eş Danışman)

Ö.OZAN(Öğrenci), Doktora, 2018

Performance of ensemble forecasting tools for analysis turkish consumer price index

YOZGATLIGİL C. (Danışman)

P.AYDEMİR(Öğrenci), Yüksek Lisans, 2018

Electricity price forecasting using hybrid time series models

YOZGATLIGİL C. (Danışman)

B.TAŞ(Öğrenci), Yüksek Lisans, 2018

A novel algorithm for time series model selection: mutual information model selection algorithm (MIMSA)

A computational approach to detect inhomogeneities in time series data

BATMAZ İ. (Eş Danışman), YOZGATLIGİL C. (Eş Danışman)

C.YAZICI(Öğrenci), Doktora, 2017

One-way anova for time series data with non-normal innovations: An application to unemployment rate data

YOZGATLIGİL C. (Danışman)

Ö.YILDIRIM(Öğrenci), Yüksek Lisans, 2017

Bivariate hidden Markov model to capture the dependency in claim estimate

KESTEL S. A. (Eş Danışman), YOZGATLIGİL C. (Eş Danışman)

Z.OFLAZ(Öğrenci), Yüksek Lisans, 2016

The relationship between unemployment rate and growth: Time series approach for Turkey

YOZGATLIGİL C. (Danışman)

F.AKPİLİÇ(Öğrenci), Yüksek Lisans, 2016

Gmdh-type neural network algorithms for short term forecasting

YOZGATLIGİL C. (Danışman)

O.DAĞ(Öğrenci), Yüksek Lisans, 2015

Time series analysis and forecasting electricity prices in turkey

YOZGATLIGİL C. (Danışman)

S.AMİR(Öğrenci), Yüksek Lisans, 2015

Time series analysis of Turkish exports of selected ores and concentrates

YOZGATLIGİL C. (Danışman)

M.BOĞAZLIYAN(Öğrenci), Yüksek Lisans, 2015

Modelling precipitation data of certain regions for Turkey via hidden Markov models

BATMAZ İ. (Eş Danışman), YOZGATLIGİL C. (Eş Danışman)

N.YAMAN(Öğrenci), Yüksek Lisans, 2015

Statistical analysis of electricity energy consumption with respect to provinces in Turkey

YOZGATLIGİL C. (Eş Danışman), İLK DAĞ Ö. (Eş Danışman)

M.ÇAKMAK(Öğrenci), Yüksek Lisans, 2014

Analysis of gas prices for Turkey from 2003-2011

YOZGATLIGİL C. (Danışman)

W.KİRİBAKİ(Öğrenci), Yüksek Lisans, 2012

The effect of temporal aggregation on univariate time series analysis

YOZGATLIGİL C. (Danışman)

N.SARIASLAN(Öğrenci), Yüksek Lisans, 2010

The application of disaggregation methods to the unemployment rate of Turkey

YOZGATLIGİL C. (Danışman)

U.GÖKSEL(Öğrenci), Yüksek Lisans, 2010

Comparison of missing value imputation methods for meteorological time series data

YOZGATLIGİL C. (Danışman)

S.ASLAN(Öğrenci), Yüksek Lisans, 2010

Multivariate time series modeling of the number of applicants and beneficiary households for conditional cash transfer program in Turkey

YOZGATLIGİL C. (Danışman)

A.FATİH(Öğrenci), Yüksek Lisans, 2009

Üretim, pazarlama ve tüketim kitlesel işletme stratejilerinin sosyolojik eleştirisi

YOZGATLIGİL C. (Danışman)

O.Aktan(Öğrenci), Yüksek Lisans, 2003

Theory of Experimental Design

Applied Multivariate Analysis

Univariate Time Series Analysis

Multivariate Time Series Analysis

Uygulamalı İstatistik ve Ekonometri

İstatistiksel Makine Öğrenmesi

Statistics by Real Life Examples

Statistical Data Analysis

Applied Statistics

Advanced Statistical Computing

2024 - 2024 Riga Stradins Üniversitesinde Psikoloji Günleri

2024 - 2024 Eğitim Okulu- Yapay Zeka Fiziksel Aktiviteyle Buluşuyor