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Author

Şirin Özlem

Observed names: Sirin Özlem, Ş. Özlem
Institution: MEF University
Observed institutions: MEF University, Işık University
ORCID: 0000-0001-7248-1825
Observed ORCID: 0000-0001-7248-1825
OpenAlex ID: A5089399867
Scheduling and simulation of maritime traffic in congested waterways: an application to the Strait of Istanbul
2021 · Şirin Özlem, İlhan Or, et al. · Journal of Navigation · 25
Predicting cash holdings using supervised machine learning algorithms
2022 · Şirin Özlem, Omer Faruk Tan · Financial Innovation · 22
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Grounding Probability in Narrow Waterways
2019 · Şirin Özlem, Yiğit Can Altan, et al. · Journal of Navigation · 17
Ramadan Effect On Stock Markets
2018 · Ömer Faruk Tan, Şirin Özlem · Journal of research in business · 4
Churn Prediction for Subscription-Based Applications Using Machine Learning
2025 · Hamza Gözükara, Jay Patel, et al. · International Conference on Computer Science and Engineering (UBMK) · 1
Improved business model representation of innovation concepts
2015 · Dante Jorge Dorantes-González, Hande Küçükaydın, et al. · MEF University Institutional Repository (MEF University) · 1
Simulation of The Vessel Traffic Schedule In The Strait Of Istanbul
2011 · Şirin Özlem, lhan Or, et al. · 1
Reward Shaping for DQN in Imbalanced Binary Classification: Evidence from Factoring Data
2026 · Hasan Bedri Taha Kara, Kerem Kaya, et al. · International Conference on Machine Learning Technologies (ICMLT)
A Retention-Based Framework for Feature Selection in High-Dimensional Tabular Data
2026 · Hasan Bedri Taha Kara, Kerem Kaya, et al. · International Conference on Machine Learning Technologies (ICMLT)
A Multimodal AI and ML Framework for Fashion Image Segmentation, Recommendation, and Similarity Recognition
2025 · Mustafa Eren Soyhan, Tarık Buğra Ay, et al. · International Conference on Computer Science and Engineering (UBMK)
Attention-Enhanced Dual-Head LSTM with Rich Feature Engineering for Risk-Adjusted Stock Return Forecasting
2025 · Jay Patel, Peri Güneş, et al. · International Conference on Computer Science and Engineering (UBMK)
RAG Based Interactive Chatbot for Video Streaming Services
2025 · Hamza Gözükara, Jay Patel, et al. · International Conference on Computer Science and Engineering (UBMK)
A Predictive Model for Bounced Check Risk Using Machine Learning
2025 · Kerem Kaya, Alperen Sayar, et al. · International Conference on Computer Science and Engineering (UBMK)
Quantifying the grounding probability in narrow waterways
2019 · Ş. Özlem, Y.C. Altan, et al. · CRC Press eBooks
Regression analysis of stock exchanges during the ramadan period: analysis of 16 countries
2016 · A. Serdar Tan, Şirin Özlem · MEF University Institutional Repository (MEF University)
Works count: 15
Citation count: 71
H-index: 4
I10-index: 3
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