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Cemal Öztürk Res. Assist. Dr. IGDIR UNIVERSITY
Publication 13 Review 3 CrossRef Cited 5 TR Dizin Cited 2
13 Publication
3 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 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 2 TOTAL DOWNLOAD COUNT 1339

2

2

1339

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 2413

1

2

2413

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 1855

0

1

1855

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
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 748

0

1

748

Publications

Multi-Agent Deep Reinforcement Learning with Dynamic Portfolio Weighting: A Novel Approach to Algorithmic Trading
Authors: Cemal Öztürk
Published: 2026 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1825313
FAVORITE 0 TOTAL DOWNLOAD COUNT 785

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785

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 2984

0

2984

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 510

0

510

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 806

0

806

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 1052

0

1052

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 694

0

694

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 1 TOTAL DOWNLOAD COUNT 748

1

748

Economic Dynamics of Optimal City Size: A Panel Data Approach for the Aegean Region
Authors: Nazan Avcu , Cemal Öztürk , Nihal Yayla
Published: 2025 , Aegean Geographical Journal
DOI: 10.51800/ecd.1653199
FAVORITE 0 TOTAL DOWNLOAD COUNT 710

0

710

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 1347

0

1347

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 2413

2

2413

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 1855

1

1855

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 689

0

689

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 2 TOTAL DOWNLOAD COUNT 1339

2

1339

Articles published in
Aegean Geographical Journal
Aegean Geographical Journal
Anadolu Üniversitesi Sosyal Bilimler Dergisi
Anadolu Üniversitesi Sosyal Bilimler Dergisi
Ege Academic Review
Ege Academic Review
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
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
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

Anadolu Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi
Anadolu Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi
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 1052

1

0

1052

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 2413

1

2

2413

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 689

1

0

689

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 2 TOTAL DOWNLOAD COUNT 1339

2

2

1339

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods. : Click to get information about the DergiPark User Badge.