Zinnet Duygu Akşehır

Ondokuz Mayıs University — Turkey

Decision Sciences · Social Sciences

5h-index92citations21works5.22yr avg
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Research Topics

Stock Market Forecasting Methods(12), Forecasting Techniques and Applications(6), Time Series Analysis and Forecasting(5), Currency Recognition and Detection(4), Anomaly Detection Techniques and Applications(3)

Publications20 total

2LE-BO-DeepTrade: an integrated deep learning framework for stock price prediction
PeerJ Computer Science·2025Open Access
The Effect of Feature Selection on Stock Market Index Prediction
Engineering cyber-physical systems and critical infrastructures·2025
Analyzing the critical steps in deep learning-based stock forecasting: a literature review
PeerJ Computer Science·2024· 6 citedOpen Access
Multi level perspectives in stock price forecasting: ICE2DE-MDL
PeerJ Computer Science·2024· 10 citedOpen Access
A new denoising approach based on mode decomposition applied to the stock market time series: 2LE-CEEMDAN
PeerJ Computer Science·2024· 10 citedOpen Access
The Importance of Labeling and Noise on The Trading Strategy
2023
Collecting Health Information with LoRa Technology
Engineering cyber-physical systems and critical infrastructures·2023
A New Hybrid Method for Indoor Positioning
Engineering cyber-physical systems and critical infrastructures·2023
A New Denoising Approach Based on Mode Decomposition Applied to the Stock Market Time Series: 2le-Ceemdan
SSRN Electronic Journal·2023· 1 citedOpen Access
The Effect of Statistical Attributes on the Determination of Stock Trading Actions
2022 7th International Conference on Computer Science and Engineering (UBMK)·2022
Table of Contents
2022 7th International Conference on Computer Science and Engineering (UBMK)·2022Open Access
Hisse Senedi Tahmininde Karşılaşılan Veri Dengesizliği Problemi için Yeni Bir Kural Tabanlı Yaklaşım ve 2D-CNN Modeli
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi·2022· 2 citedOpen Access
How to Handle Data Imbalance and Feature Selection Problems in CNN-Based Stock Price Forecasting
IEEE Access·2022· 46 citedOpen Access
Denetleyici Alan Ağının Güvenliğinin Sağlanması için Derin Öğrenme Tabanlı Saldırı Tespit Sistemleri Üzerine Bir Derleme
European Journal of Science and Technology·2021· 1 citedOpen Access
The Effect of The Migration Time on The Parallel Particle Swarm Optimization Algorithm
2020
Stocks Prices Prediction with Long Short-term Memory
2020Open Access
Makine Öğrenmesi Teknikleri İle Banka Hisse Senetlerinin Fiyat Tahmini
DergiPark (Istanbul University)·2019· 7 citedOpen Access
Prediction of Bank Stocks Price with Reduced Technical Indicators
2019 4th International Conference on Computer Science and Engineering (UBMK)·2019· 5 cited
İş Sağlığı ve Güvenliği Sektöründe Bayes Ağları Uygulaması
DergiPark (Istanbul University)·2019
On the Analysis of Work Accidents Data by Using Data Preprocessing and Statistical Techniques
2018 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)·2018· 4 cited

Frequent Co-authors

Erdal Kılıç(16), Sedat Akleylek(6), Yalçın Oruç(1), Ahmet Elıbol(1), Erdal Kili÷(1), Selçuk Aslan(1), Burçe Şirin(1), Korhan Cengiz(1), Erdal Kiliic(1), Mesut Döngül(1), Burak Coşkun(1), E. Pekel(1), Yalçın Oruç(1), Ceyda Aksaç(1), Ali Ghaffari(1), Toygar Tanyel(1), Besher Alkurdi(1), Serkan Ayvaz(1), Fatih Keskin(1), Gökhan İnce(1)