Yayınlarımız

Merkezimizde görevli akademisyenlerin bilimsel yayınları yıllara göre aşağıda listelenmiştir.

2025 Yayınları

Assessment of apical patency in permanent first molars using deep learning on CBCT-derived pseudopanoramic images: A retrospective study

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Yayın YeriBioengineering

DOI

AI-driven identity and access management: A hybrid deep learning approach for anomaly detection in enterprise environments

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Yayın Yeri7th International Conference on Artificial Intelligence and Applied Mathematics in Engineering, Antalya, Türkiye, October 31 - November 2, 2025.

Selecting generated synthetic features using clustering algorithm for generalized zero-shot learning

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Yayın YeriMultimedia Systems

DOI

Video frame denoising via CNN and GAN methods

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Yayın YeriKSII Transactions on Internet and Information Systems

DOI

Hybrid deep learning model for predicting the contribution of SMEs to the economy: A case study for Türkiye

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Yayın YeriJournal of Soft Computing and Artificial Intelligence

Multiple attention-based deep learning model for MRI captioning

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Yayın YeriMuş Alparslan University Journal of Science

DOI

Estimation of market clearing price in day ahead electricity market with RNN based deep learning method

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Yayın Yeri44th National Congress on Operations Research and Industrial Engineering, Ankara, Türkiye, 25-27 June 2025.

Optimizing access point allocation based on genetic algorithm with channel conflict detection

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Yayın YeriEl-Cezeri

DOI

2024 Yayınları

Spread patterns of COVID-19 in European countries: Hybrid deep learning model for prediction and transmission analysis

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Yayın YeriNeural Computing and Applications

DOI

An ensemble approach for classification of tympanic membrane conditions using soft voting classifier

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Yayın YeriMultimedia Tools and Applications

DOI

APT-scope: A novel framework to predict advanced persistent threat groups from enriched heterogeneous information network of cyber threat intelligence

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Yayın YeriEngineering Science and Technology, an International Journal, 57, 101791

Real time malicious drone detection using deep learning on FANETs

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Yayın YeriIEEE International Black Sea Conference on Communications and Networking, Tbilisi, Georgia, June 24–27, 2024.

Optimization of planetary gearbox using nature inspired meta-heuristic optimizers

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Yayın YeriProceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, Vol. 238, No. 8, pp. 3338-3347

Multimodal fusion for enhanced semantic segmentation in brain tumor imaging: Integrating deep learning and guided filtering via advanced 3d semantic segmentation architectures

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Yayın YeriInternational Journal of Imaging Systems and Technology

DOI

A novel hybridization approach to improve the critical distance clustering algorithm: Balancing speed and quality

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Yayın YeriExpert Systems with Applications, vol.247

DOI

A nested optimization approach for robot gripper multi-objective optimization problem

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Yayın YeriExpert Systems with Applications, vol.239, 1-15

DOI

Smart meter-based energy consumption forecasting for smart cities using adaptive federated learning

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Yayın YeriSustainable Energy, Grids and Networks, 38, 101342

Neural network based a comparative analysis for customer churn prediction

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Yayın YeriMuş Alparslan University Journal of Science

DOI

Hybrid ConvLSTM model for evaluating the performance of SMEs in the software sector

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Yayın YeriNaturengs, Vol.5(1)

Log anomaly detection in application servers using deep learning

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Yayın YeriInnovative Methods in Computer Science and Computational Applications in the Era of Industry 5.0, Vol.1(1), pp.258-268, 2024. (Selected from ICAIAME 2023)

Hybrid deep learning model for earthquake time prediction

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Yayın YeriGazi University Journal of Science

DOI

EMACrawler: Web search engine database freshness optimization

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Yayın YeriJournal of Polytechnic

DOI