Interpretable Prediction of a Decentralized Smart Grid Based on Machine Learning and Explainable Artificial Intelligence
Cifci, A. · IEEE Access, 13, 36285–36305
ACADEMIC ARCHIVE
Publications
Journal papers, book chapters and conference publications.
Electricity Generation from Biogas Plants in Türkiye: Current Situation and Future Prospects
Gaspak, Y.; Çifci, A. · 6th International Conference on Applied Engineering and Natural Sciences, pp. 714–720
E-Sporda Performans ve Strateji Optimizasyonu İçin Yapay Zekâ Kullanımı
Karafil, A. Y.; Çifci, A.; Kırbaş, İ. · 4. Bilsel International World Science and Research Congress, pp. 791–799
Daha Sağlıklı ve Sürdürülebilir Yaşam Tarzı İçin E-Spor ve Enerji Üretimi
Karafil, A. Y.; Çifci, A.; Kırbaş, İ. · 4. Bilsel International World Science and Research Congress, pp. 783–790
A Study in Enhancing Battery Management Systems for Diverse Battery Types
Öztürk, S. M.; Çifci, A. · International Scientific and Vocational Studies Journal, 7(2), 122–136
Energy-Efficient Lighting Design: An Investigation of Optimal Daylight Use in Different Window Models and Furniture Colors
Durak, A.; Çifci, A. · Türk Doğa ve Fen Dergisi, 12(4), 114–122
What Makes Survival of Heart Failure Patients? Prediction by the Iterative Learning Approach and Detailed Factor Analysis with the SHAP Algorithm
Çifci, A.; İlkuçar, M.; Kırbaş, İ. · Explainable Artificial Intelligence for Biomedical Applications, pp. 101–121, River Publishers
Yenilenebilir Enerji Üreten Kaynaklarla Beslenen Hibrit Mikro Şebeke Sisteminin Modellenmesi ve Tasarımı
Bilen, M.; Çifci, A. · 6. Uluslararası Mühendislik Bilimleri ve Multidisipliner Yaklaşımlar Kongresi, pp. 359–367
IEEE-5 Baralı Güç Sisteminde Yük Akışının MATLAB Kullanılarak Simülasyonu
Durak, A.; Çifci, A. · 1st Bilsel International Ahlat Scientific Researches Congress, pp. 387–397
Astronomik Zaman Röleli Motor Kontrol Merkezi Panosu Tasarımı ve Uygulanması
Çengel, M. E.; Çifci, A. · 1st Bilsel International Ahlat Scientific Researches Congress, pp. 429–436
Design and Implementation of a Portable ECG Monitoring System Using Bluetooth for Real-Time Heart Activity Tracking
Kösen, M. T.; Çifci, A. · 5th International Conference on Innovative Academic Studies, pp. 782–787
Autonomous Robotic System Design for Efficient Solar Panel Cleaning
Çoban, F.; Çifci, A. · 4th International Conference on Engineering, Natural and Social Sciences, pp. 666–673
Fusion of Machine Learning and Explainable AI for Enhanced Rice Classification: A Case Study on Cammeo and Osmancik Species
Çifci, A.; Kırbaş, İ. · European Food Research and Technology, 251, 69–86
Computational Analysis of Recurrent Neural Network Models for Precipitation Forecasting: A Case Study in Burdur, Türkiye
Çifci, A.; Kırbaş, İ.; Bişkin, O. T. · Computational Modeling Applications for Climate Crisis, pp. 15–32, Morgan Kaufmann
Evaluating Computational Time Series Methods for Monthly Rainfall Forecasting in the Wettest Region of Türkiye: A Case Study of Rize Province
Kırbaş, İ.; Bişkin, O. T.; Çifci, A. · Computational Modeling Applications for Climate Crisis, pp. 49–72, Morgan Kaufmann
Comparative Analysis of Machine Learning Models for Transformer Fault Diagnosis Using Dissolved Gas Analysis
Çifci, A. · 6th International Conference on Scientific and Academic Research, pp. 435–444
Investigating Transient Responses of IEEE 6 Bus Power System to Various Fault Types using PowerWorld Simulator
Öztürk, S. M.; Çifci, A. · International Scientific and Vocational Studies Journal, 8(2), 137–151
Leveraging LIME for Trustworthy Apple Quality Assessment
Kırbaş, İ.; Çifci, A. · 5th International Conference on Technology and Science, pp. 54–59
Harnessing Machine Learning and Explainable AI for Accurate Recurrence Prediction in Differentiated Thyroid Cancer
Çifci, A.; Kırbaş, İ. · 5th International Conference on Technology and Science, pp. 60–66
Elektrik Güç Sistemlerinde Açıklanabilir Yapay Zeka: SHAP Yöntemi ile Bir Uygulama
Çifci, A. · 3rd International Conference on Recent Academic Studies, pp. 1174–1183
Beverage Cooling System Using Thermoelectric Technology in a Smart Table
İncu, İ. B.; Çifci, A. · 3rd International Conference on Contemporary Academic Research, pp. 1011–1017
Machine Learning-Based Rice Grain Classification Through Numerical Feature Extraction From Rice Image Data
Kırbaş, İ.; Çifci, A. · 9th International Zeugma Conference on Scientific Research, pp. 420–429