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Ahmet Akusta Assoc. Prof. KONYA TEKNİK ÜNİVERSİTESİ
Publication 19 Review 7 CrossRef Cited 17 TR Dizin Cited 1
19 Publication
7 Review
17 CrossRef Cited
1 TR Dizin Cited
0000-0002-5160-3210

Research Fields

Modelling and Simulation International Finance

Institution

KONYA TEKNİK ÜNİVERSİTESİ

Popular Publications

Deciphering Housing Market Trends: Forecasting Total Housing Sales in Turkey
Authors: Ahmet Akusta
Published: 2024 , Necmettin Erbakan Üniversitesi Siyasal Bilgiler Fakültesi Dergisi
DOI: -
CITED 0 FAVORITE 2 TOTAL DOWNLOAD COUNT 1481

0

2

1481

Time Series Analysis of Long-Term Stock Performance of Airlines: The Case of Turkish Airlines
Authors: Ahmet Akusta
Published: 2024 , Politik Ekonomik Kuram
DOI: 10.30586/pek.1419904
CITED 4 FAVORITE 1 TOTAL DOWNLOAD COUNT 3746

4

1

3746

Integrating market sentiments for stock price prediction: A comparative study of Bi-LSTM and multilayer perceptions
Authors: Ahmet Akusta
Published: 2025 , Istanbul Business Research
DOI: 10.26650/ibr.2025.54.1470756
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1268

0

1

1268

Predicting Market Sensitivity: The Role of Board Structure in the Beta Coefficient of Software Companies on the NASDAQ Global Select Market
Authors: Ahmet Akusta
Published: 2025 , Journal of Finance Letters
DOI: 10.33203/mfy.1565089
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 656

0

1

656

Evaluating Machine Learning Models for Gold Risk Premium Prediction: A Comparative Approach
Authors: Ahmet Akusta
Published: 2025 , Kırklareli Üniversitesi Sosyal Bilimler Dergisi
DOI: 10.47140/kusbder.1599320
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 792

0

1

792

Publications

Enhanced Loan Approval Prediction Using a Cascaded Machine Learning Framework
Authors: Ahmet Akusta
Published: 2026 , Eskişehir Osmangazi University Journal of Economics and Administrative Sciences
DOI: 10.17153/oguiibf.1596734
FAVORITE 0 TOTAL DOWNLOAD COUNT 453

0

453

From Causes to Forecasts: Granger Causality and Machine Learning Predictions of Housing Sales in Türkiye
Authors: Musa Gün , Ahmet Akusta , Haydar Karadağ
Published: 2026 , Istanbul Journal of Economics
DOI: 10.26650/ISTJECON2025-1707729
FAVORITE 0 TOTAL DOWNLOAD COUNT 481

0

481

Empirical Mode Decomposition in Neural Networks Developed for Energy Shares Price Predictions: Petkim Petrochemical Holding Inc. Example
Authors: Ahmet Akusta
Published: 2025 , Kırklareli University Journal of the Faculty of Economics and Administrative Sciences
DOI: 10.53306/klujfeas.1672677
FAVORITE 0 TOTAL DOWNLOAD COUNT 725

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725

EXPLORING THE INTERPRETABILITY AND PREDICTIVE POWER OF MACHINE LEARNING MODELS IN TECHNOLOGY INDICES: A CASE STUDY
Authors: Ahmet Akusta , Mehmet Nuri Salur
Published: 2025 , Karamanoglu Mehmetbey University Journal of Social and Economic Research
DOI: 10.18493/kmusekad.1530152
FAVORITE 0 TOTAL DOWNLOAD COUNT 1372

0

1372

Evaluating Machine Learning Models for Gold Risk Premium Prediction: A Comparative Approach
Authors: Ahmet Akusta
Published: 2025 , Kırklareli Üniversitesi Sosyal Bilimler Dergisi
DOI: 10.47140/kusbder.1599320
FAVORITE 1 TOTAL DOWNLOAD COUNT 792

1

792

Modelling Price Movements of Stock-Based Futures Contracts with Time Series: Tupraş Example
Authors: Ahmet Akusta , Musa Gün
Published: 2025 , JOEEP: Journal of Emerging Economies and Policy
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1897

0

1897

Integrating market sentiments for stock price prediction: A comparative study of Bi-LSTM and multilayer perceptions
Authors: Ahmet Akusta
Published: 2025 , Istanbul Business Research
DOI: 10.26650/ibr.2025.54.1470756
FAVORITE 1 TOTAL DOWNLOAD COUNT 1268

1

1268

Sectoral Data Integration in Machine Learning: Predicting Real Estate Investment Trust (REIT) Stock Prices
Authors: Ahmet Akusta
Published: 2025 , The Journal of Selcuk University Social Sciences Institute
DOI: 10.52642/susbed.1533673
FAVORITE 0 TOTAL DOWNLOAD COUNT 876

0

876

Predicting Financial Distress in The Textile Industry: A Comparative Analysis of Meta Models and Single Classifiers
Authors: Ahmet Akusta , Musa Gün
Published: 2025 , International Journal of Economics Business and Politics
DOI: 10.29216/ueip.1599431
FAVORITE 0 TOTAL DOWNLOAD COUNT 1069

0

1069

Predicting Market Sensitivity: The Role of Board Structure in the Beta Coefficient of Software Companies on the NASDAQ Global Select Market
Authors: Ahmet Akusta
Published: 2025 , Journal of Finance Letters
DOI: 10.33203/mfy.1565089
FAVORITE 1 TOTAL DOWNLOAD COUNT 656

1

656

The Effect of Cryptocurrency Ecosystem and Global Indicators on Bitcoin Price
Authors: Ahmet Akusta , Mehmet Nuri Salur
Published: 2025 , Sosyoekonomi
DOI: 10.17233/sosyoekonomi.2025.01.06
FAVORITE 0 TOTAL DOWNLOAD COUNT 1290

0

1290

Impact of Operational and Financial Efficiency on Aviation Stock Prices: A Machine Learning Model with SHAP Interpretability
Authors: Ahmet Akusta
Published: 2025 , Journal of Economics and Administrative Sciences
DOI: 10.37880/cumuiibf.1560514
FAVORITE 0 TOTAL DOWNLOAD COUNT 1512

0

1512

Deep Learning Based Price Prediction and Algorithmic Trading on BIST100
Authors: Ahmet Akusta , Mehmet Nuri Salur
Published: 2024 , Fiscaoeconomia
DOI: 10.25295/fsecon.1447129
FAVORITE 0 TOTAL DOWNLOAD COUNT 1458

0

1458

Deciphering Housing Market Trends: Forecasting Total Housing Sales in Turkey
Authors: Ahmet Akusta
Published: 2024 , Necmettin Erbakan Üniversitesi Siyasal Bilgiler Fakültesi Dergisi
DOI: -
FAVORITE 2 TOTAL DOWNLOAD COUNT 1481

2

1481

The Effect of Sectoral Diversification on Return and Risk in Portfolio Management: An Application in Borsa Istanbul
Authors: Ahmet Akusta
Published: 2024 , Iğdır Üniversitesi Sosyal Bilimler Dergisi
DOI: 10.54600/igdirsosbilder.1385110
FAVORITE 0 TOTAL DOWNLOAD COUNT 851

0

851

EXPLORING CEEMDAN DECOMPOSITION FOR IMPROVED FINANCIAL MARKET FORECASTING: A CASE STUDY ON DOW JONES INDEX
Authors: Ahmet Akusta
Published: 2024 , Pamukkale University Journal of Social Sciences Institute
DOI: 10.30794/pausbed.1398790
FAVORITE 0 TOTAL DOWNLOAD COUNT 1198

0

1198

Time Series Analysis of Long-Term Stock Performance of Airlines: The Case of Turkish Airlines
Authors: Ahmet Akusta
Published: 2024 , Politik Ekonomik Kuram
DOI: 10.30586/pek.1419904
FAVORITE 1 TOTAL DOWNLOAD COUNT 3746

1

3746

Analysis of the Relationship Between Cross Capital Flows and Stock Exchange Index with Machine Learning
Authors: Ahmet Akusta
Published: 2024 , Abant Sosyal Bilimler Dergisi
DOI: 10.11616/asbi.1393570
FAVORITE 0 TOTAL DOWNLOAD COUNT 1017

0

1017

THE RELATIONSHIP BETWEEN CORPORATE GOVERNANCE RATING AND RETURN OF THE STOCKS: AN INVESTIGATION ON COMPANIES OF BIST REAL ESTATE INVESTMENT TRUST
Authors: Hüseyin Çetin , Mehmet Nuri Salur , Ahmet Akusta
Published: 2020 , Journal of Economics Public Finance Business
DOI: 10.46737/emid.746029
FAVORITE 0 TOTAL DOWNLOAD COUNT 1219

0

1219

Articles published in
Abant Sosyal Bilimler Dergisi
Abant Sosyal Bilimler Dergisi
Eskişehir Osmangazi University Journal of Economics and Administrative Sciences
Eskişehir Osmangazi University Journal of Economics and Administrative Sciences
Fiscaoeconomia
Fiscaoeconomia
Iğdır Üniversitesi Sosyal Bilimler Dergisi
Iğdır Üniversitesi Sosyal Bilimler Dergisi
International Journal of Economics Business and Politics
International Journal of Economics Business and Politics
Istanbul Business Research
Istanbul Business Research
Istanbul Journal of Economics
Istanbul Journal of Economics
JOEEP: Journal of Emerging Economies and Policy
JOEEP: Journal of Emerging Economies and Policy
Journal of Economics and Administrative Sciences
Journal of Economics and Administrative Sciences
Journal of Economics Public Finance Business
Journal of Economics Public Finance Business
Journal of Finance Letters
Journal of Finance Letters
Karamanoglu Mehmetbey University Journal of Social and Economic Research
Karamanoglu Mehmetbey University Journal of Social and Economic Research
Kırklareli University Journal of the Faculty of Economics and Administrative Sciences
Kırklareli University Journal of the Faculty of Economics and Administrative Sciences
Kırklareli Üniversitesi Sosyal Bilimler Dergisi
Kırklareli Üniversitesi Sosyal Bilimler Dergisi
Necmettin Erbakan Üniversitesi Siyasal Bilgiler Fakültesi Dergisi
Necmettin Erbakan Üniversitesi Siyasal Bilgiler Fakültesi Dergisi
Pamukkale University Journal of Social Sciences Institute
Pamukkale University Journal of Social Sciences Institute
Politik Ekonomik Kuram
Politik Ekonomik Kuram
Sosyoekonomi
Sosyoekonomi
The Journal of Selcuk University Social Sciences Institute
The Journal of Selcuk University Social Sciences Institute

Reviews

Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Journal of Bartin Faculty of Forestry
Journal of Bartin Faculty of Forestry
Journal of Research in Economics Politics and Finance
Journal of Research in Economics Politics and Finance
Kırklareli University Journal of the Faculty of Economics and Administrative Sciences
Kırklareli University Journal of the Faculty of Economics and Administrative Sciences
Mathematical Modelling and Numerical Simulation with Applications
Mathematical Modelling and Numerical Simulation with Applications
Uluslararası Finansal Ekonomi ve Bankacılık Uygulamaları Dergisi
Uluslararası Finansal Ekonomi ve Bankacılık Uygulamaları Dergisi
Yönetim Bilimleri Dergisi
Yönetim Bilimleri Dergisi

Publications

Impact of Operational and Financial Efficiency on Aviation Stock Prices: A Machine Learning Model with SHAP Interpretability
Authors: Ahmet Akusta
Published: 2025 , Journal of Economics and Administrative Sciences
DOI: 10.37880/cumuiibf.1560514
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1512

1

0

1512

Deep Learning Based Price Prediction and Algorithmic Trading on BIST100
Authors: Ahmet Akusta , Mehmet Nuri Salur
Published: 2024 , Fiscaoeconomia
DOI: 10.25295/fsecon.1447129
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1458

1

0

1458

The Effect of Sectoral Diversification on Return and Risk in Portfolio Management: An Application in Borsa Istanbul
Authors: Ahmet Akusta
Published: 2024 , Iğdır Üniversitesi Sosyal Bilimler Dergisi
DOI: 10.54600/igdirsosbilder.1385110
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 851

3

0

851

EXPLORING CEEMDAN DECOMPOSITION FOR IMPROVED FINANCIAL MARKET FORECASTING: A CASE STUDY ON DOW JONES INDEX
Authors: Ahmet Akusta
Published: 2024 , Pamukkale University Journal of Social Sciences Institute
DOI: 10.30794/pausbed.1398790
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1198

1

0

1198

Time Series Analysis of Long-Term Stock Performance of Airlines: The Case of Turkish Airlines
Authors: Ahmet Akusta
Published: 2024 , Politik Ekonomik Kuram
DOI: 10.30586/pek.1419904
CITED 4 FAVORITE 1 TOTAL DOWNLOAD COUNT 3746

4

1

3746

Analysis of the Relationship Between Cross Capital Flows and Stock Exchange Index with Machine Learning
Authors: Ahmet Akusta
Published: 2024 , Abant Sosyal Bilimler Dergisi
DOI: 10.11616/asbi.1393570
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1017

3

0

1017

THE RELATIONSHIP BETWEEN CORPORATE GOVERNANCE RATING AND RETURN OF THE STOCKS: AN INVESTIGATION ON COMPANIES OF BIST REAL ESTATE INVESTMENT TRUST
Authors: Hüseyin Çetin , Mehmet Nuri Salur , Ahmet Akusta
Published: 2020 , Journal of Economics Public Finance Business
DOI: 10.46737/emid.746029
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1219

4

0

1219

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