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Saadin Oyucu

Observed names: OYUCU, SAADİN, OYUCU, Saadin, S. Oyucu, Saadin OYUCU, saadin Oyucu
ORCID: 0000-0003-3880-3039
Observed ORCID: 0000-0003-3880-3039
OpenAlex ID: A5060134461
Comparative Analysis of Commonly Used Machine Learning Approaches for Li-Ion Battery Performance Prediction and Management in Electric Vehicles
2024 · Saadin Oyucu, Ferdi Doğan, et al. · Applied Sciences · 62
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A Comparative Study of AI Methods on Renewable Energy Prediction for Smart Grids: Case of Turkey
2024 · Derya Betul Unsal, Ahmet Aksoz, et al. · Sustainability · 47
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Multi-Stage Learning Framework Using Convolutional Neural Network and Decision Tree-Based Classification for Detection of DDoS Pandemic Attacks in SDN-Based SCADA Systems
2024 · Onur Polat, Muammer Türkoğlu, et al. · Sensors · 46
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Optimizing Lithium-Ion Battery Performance: Integrating Machine Learning and Explainable AI for Enhanced Energy Management
2024 · Saadin Oyucu, Betül Ersöz, et al. · Sustainability · 42
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Ensemble Learning Framework for DDoS Detection in SDN-Based SCADA Systems
2023 · Saadin Oyucu, Onur Polat, et al. · Sensors · 41
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Temporal-Spatial Feature Extraction in IoT-Based SCADA System Security: Hybrid CNN-LSTM and Attention-Based Architectures for Malware Classification and Attack Detection
2025 · Onur Polat, Ali Ayid Ahmad, et al. · IEEE Access · 40
Discharge Capacity Estimation for Li-Ion Batteries: A Comparative Study
2024 · Saadin Oyucu, Sezer Dümen, et al. · Symmetry · 30
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Solid-State Batteries: Chemistry, Battery, and Thermal Management System, Battery Assembly, and Applications—A Critical Review
2025 · Emre Biçer, Ahmet Aksöz, et al. · Batteries · 28
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A comparative review of ORC and R-ORC technologies in terms of energy, exergy, and economic performance
2024 · Serdal Damarseckin, Sebe Yves Junior Kane, et al. · Heliyon · 26
Electrification in Maritime Vessels: Reviewing Storage Solutions and Long-Term Energy Management
2025 · Ahmet Aksoz, Burçak Asal, et al. · Applied Sciences · 23
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Hybrid AI-Powered Real-Time Distributed Denial of Service Detection and Traffic Monitoring for Software-Defined-Based Vehicular Ad Hoc Networks: A New Paradigm for Securing Intelligent Transportation Networks
2024 · Onur Polat, Saadin Oyucu, et al. · Applied Sciences · 23
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Integrating Machine Learning and MLOps for Wind Energy Forecasting: A Comparative Analysis and Optimization Study on Türkiye’s Wind Data
2024 · Saadin Oyucu, Ahmet Aksöz · Applied Sciences · 23
Interpreting CNN-RNN Hybrid Model-Based Ensemble Learning with Explainable Artificial Intelligence to Predict the Performance of Li-Ion Batteries in Drone Flights
2024 · Betül Ersöz, Saadin Oyucu, et al. · Applied Sciences · 22
Building a Speech and Text Corpus of Turkish: Large Corpus Collection with Initial Speech Recognition Results
2020 · Huseyin Polat, Saadin Oyucu · Symmetry · 17
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A Novel End-to-End Turkish Text-to-Speech (TTS) System via Deep Learning
2023 · Saadin Oyucu · Electronics · 15
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Can Artificial Intelligence Identify Reading Fluency and Level? Comparison of Human and Machine Performance
2024 · Mustafa Yıldız, Hasan Kağan Keskin, et al. · Reading & Writing Quarterly · 14
The Role of Machine Learning in Enhancing Battery Management for Drone Operations: A Focus on SoH Prediction Using Ensemble Learning Techniques
2024 · Büşra Çetinus, Saadin Oyucu, et al. · Batteries · 12
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Analysis of SARIMA Models for Forecasting Electricity Demand
2024 · Ahmet Aksöz, Saadin Oyucu, et al. · 12
A Comparative Study of Advanced Transformer Learning Frameworks for Water Potability Analysis Using Physicochemical Parameters
2025 · Enes Algül, Saadin Oyucu, et al. · Applied Sciences · 11
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Advancing Electric Vehicle Infrastructure: A Review and Exploration of Battery-Assisted DC Fast Charging Stations
2024 · Ahmet Aksoz, Burçak Asal, et al. · Energies · 10
Data storage in smart grid systems
2018 · Ercan Nurcan Yilmaz, Huseyin Polat, et al. · International Istanbul Smart Grids and Cities Congress and Fair (ICSG) · 10
Impact of Environmental Conditions on Renewable Energy Prediction: An Investigation Through Tree-Based Community Learning
2025 · Ferdi Doğan, Saadin Oyucu, et al. · Applied Sciences · 9
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Unveiling the wind energy future of Türkiye with policies technologies and potential
2025 · Haci Sogukpinar, Ismail Bozkurt, et al. · Heliyon · 7
Estimating Smart Grid Stability with Hybrid RNN+LSTM Deep Learning Approach
2024 · Saadin Oyucu, Şeref Sağıroğlu, et al. · 7
Descriptive proximity-based modeling for accurate and explainable battery state-of-charge estimation
2025 · Ebubekir İnan, Ahmet Aksöz, et al. · Journal of Energy Storage · 5
Works count: 75
Citation count: 638
H-index: 15
I10-index: 21
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