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Cemal Öztürk Res. Assist. Dr. IGDIR UNIVERSITY
Publication 12 Review 2 CrossRef Cited 5 TR Dizin Cited 2
12 Publication
2 Review
5 CrossRef Cited
2 TR Dizin Cited
0000-0003-3850-7416

Research Fields

Deep Learning Panel Data Analysis Machine Learning Time-Series Analysis Artificial Intelligence Financial Economy

Institution

IGDIR UNIVERSITY

Popular Publications

The Internet Usage Rate in Turkey: A Machine Learning Approach
Authors: Mustafa İncekara , Cemal Öztürk
Published: 2024 , Ege Academic Review
DOI: 10.21121/eab.1268873
CITED 1 FAVORITE 2 TOTAL DOWNLOAD COUNT 2271

1

2

2271

The Relationship Between Stock Prices And Exchange Rate In Turkey: Asymmetric Causality And Markov Regime Switching Approach
Authors: Ayşe Genç , Cemal Öztürk
Published: 2021 , Yaşar Üniversitesi E-Dergisi
DOI: 10.19168/jyasar.816375
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1194

2

1

1194

IS SAVING INVESTMENT DEFICIT AND CURRENT ACCOUNT DEFICIT IN TURKEY CO-INTEGRATED? AN INTER-TEMPORAL APPROACH
Authors: Cemal Öztürk , İsmail Çeviş , Hanım Bozkurt
Published: 2023 , Journal of Mehmet Akif Ersoy University Economics and Administrative Sciences Faculty
DOI: 10.30798/makuiibf.911894
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1738

0

1

1738

Publications

Bayesian-Optimized Ensemble Learning for Multi-Class Trading Signal Classification
Authors: Cemal Öztürk
Published: 2026 , Yönetim Bilimleri Dergisi
DOI: 10.35408/comuybd.1667062
FAVORITE 0 TOTAL DOWNLOAD COUNT 1958

0

1958

Dynamic Patterns and Determinants of Foreign Direct Investment in Türkiye: A Sectoral Panel Data Analysis
Authors: Cemal Öztürk , İsmail Çeviş
Published: 2026 , Istanbul Journal of Economics
DOI: 10.26650/ISTJECON2025-1601701
FAVORITE 0 TOTAL DOWNLOAD COUNT 261

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261

Exploring market efficiency in cryptocurrencies: Fourier analysis of non-linear dynamics and breaks
Authors: Cemal Öztürk
Published: 2025 , Istanbul Business Research
DOI: 10.26650/ibr.2025.54.1666799
FAVORITE 0 TOTAL DOWNLOAD COUNT 355

0

355

Nonlinear Relationships Between Inflation, Interest, and Exchange Rates in Türkiye: A Fourier-Based Approach
Authors: Cemal Öztürk
Published: 2025 , Anadolu Üniversitesi Sosyal Bilimler Dergisi
DOI: 10.18037/ausbd.1589696
FAVORITE 0 TOTAL DOWNLOAD COUNT 624

0

624

A Journey Through Reviews: Exploring Machine Learning and Web Scraping to Decode Airline Sentiments
Authors: Cemal Öztürk
Published: 2025 , Journal of Data Analytics and Artificial Intelligence Applications
DOI: 10.26650/d3ai.1665752
FAVORITE 0 TOTAL DOWNLOAD COUNT 552

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552

INTEGRATING ECONOMETRIC AND DEEP LEARNING MODELS FOR ENERGY PRICE PREDICTION: A HYBRID APPROACH USING WEATHER AND MARKET DATA
Authors: Cemal Öztürk
Published: 2025 , İstanbul Commerce University Journal of Science
DOI: 10.55071/ticaretfbd.1578209
FAVORITE 0 TOTAL DOWNLOAD COUNT 516

0

516

Economic Dynamics of Optimal City Size: A Panel Data Approach for the Aegean Region
Authors: Nazan Avcu , Cemal Öztürk , Nihal Yayla
Published: 2025 , Ege Coğrafya Dergisi
DOI: 10.51800/ecd.1653199
FAVORITE 0 TOTAL DOWNLOAD COUNT 448

0

448

An Empirical Analysis of Stock Price Prediction Using Deep Learning Methods: LSTM, GRU, GAN, and WGAN-GP
Authors: Cemal Öztürk , Abdulkadir Karacı
Published: 2024 , Gazi Journal of Engineering Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1062

0

1062

The Internet Usage Rate in Turkey: A Machine Learning Approach
Authors: Mustafa İncekara , Cemal Öztürk
Published: 2024 , Ege Academic Review
DOI: 10.21121/eab.1268873
FAVORITE 2 TOTAL DOWNLOAD COUNT 2271

2

2271

IS SAVING INVESTMENT DEFICIT AND CURRENT ACCOUNT DEFICIT IN TURKEY CO-INTEGRATED? AN INTER-TEMPORAL APPROACH
Authors: Cemal Öztürk , İsmail Çeviş , Hanım Bozkurt
Published: 2023 , Journal of Mehmet Akif Ersoy University Economics and Administrative Sciences Faculty
DOI: 10.30798/makuiibf.911894
FAVORITE 1 TOTAL DOWNLOAD COUNT 1738

1

1738

IS IT POSSIBLE TO APPLY A DEEP LEARNING ALGORITHM TO INNOVATION MANAGEMENT RESEARCH?
Authors: Cemal Öztürk , Mustafa İncekara , Sezai Tokat
Published: 2023 , Pamukkale University Journal of Social Sciences Institute
DOI: 10.30794/pausbed.1127776
FAVORITE 0 TOTAL DOWNLOAD COUNT 578

0

578

The Relationship Between Stock Prices And Exchange Rate In Turkey: Asymmetric Causality And Markov Regime Switching Approach
Authors: Ayşe Genç , Cemal Öztürk
Published: 2021 , Yaşar Üniversitesi E-Dergisi
DOI: 10.19168/jyasar.816375
FAVORITE 1 TOTAL DOWNLOAD COUNT 1194

1

1194

Articles published in
Anadolu Üniversitesi Sosyal Bilimler Dergisi
Anadolu Üniversitesi Sosyal Bilimler Dergisi
Ege Academic Review
Ege Academic Review
Ege Coğrafya Dergisi
Ege Coğrafya Dergisi
Gazi Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
İstanbul Commerce University Journal of Science
İstanbul Commerce University Journal of Science
Istanbul Business Research
Istanbul Business Research
Istanbul Journal of Economics
Istanbul Journal of Economics
Journal of Data Analytics and Artificial Intelligence Applications
Journal of Data Analytics and Artificial Intelligence Applications
Journal of Mehmet Akif Ersoy University Economics and Administrative Sciences Faculty
Journal of Mehmet Akif Ersoy University Economics and Administrative Sciences Faculty
Pamukkale University Journal of Social Sciences Institute
Pamukkale University Journal of Social Sciences Institute
Yaşar Üniversitesi E-Dergisi
Yaşar Üniversitesi E-Dergisi
Yönetim Bilimleri Dergisi
Yönetim Bilimleri Dergisi
Editorship
Igdir University Journal of Faculty of Economics and Administrative Sciences
Igdir University Journal of Faculty of Economics and Administrative Sciences
Secretary
Editorial Board Memberships
Igdir University Journal of Faculty of Economics and Administrative Sciences
Igdir University Journal of Faculty of Economics and Administrative Sciences

Reviews

Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Yönetim Bilimleri Dergisi
Yönetim Bilimleri Dergisi

Publications

Nonlinear Relationships Between Inflation, Interest, and Exchange Rates in Türkiye: A Fourier-Based Approach
Authors: Cemal Öztürk
Published: 2025 , Anadolu Üniversitesi Sosyal Bilimler Dergisi
DOI: 10.18037/ausbd.1589696
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 624

1

0

624

The Internet Usage Rate in Turkey: A Machine Learning Approach
Authors: Mustafa İncekara , Cemal Öztürk
Published: 2024 , Ege Academic Review
DOI: 10.21121/eab.1268873
CITED 1 FAVORITE 2 TOTAL DOWNLOAD COUNT 2271

1

2

2271

IS IT POSSIBLE TO APPLY A DEEP LEARNING ALGORITHM TO INNOVATION MANAGEMENT RESEARCH?
Authors: Cemal Öztürk , Mustafa İncekara , Sezai Tokat
Published: 2023 , Pamukkale University Journal of Social Sciences Institute
DOI: 10.30794/pausbed.1127776
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 578

1

0

578

The Relationship Between Stock Prices And Exchange Rate In Turkey: Asymmetric Causality And Markov Regime Switching Approach
Authors: Ayşe Genç , Cemal Öztürk
Published: 2021 , Yaşar Üniversitesi E-Dergisi
DOI: 10.19168/jyasar.816375
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1194

2

1

1194

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