| 2026 | |
| 2025 | - B. Yücel and M.Ö. Efe, "Survivability-Oriented Kinodynamic Path Planning for F-16 Aircraft Over DEM-Based Terrain With Dynamic Threats" Proc. of 12th Int. Conf. on Control, Decision and Information technologies (CODIT'26), July 13-16, pp.318-323, Bari, Italy, 2026.
- S. Ağırbaş and M.Ö. Efe, "First vs. Second-Order Optimization in Shallow Neural Networks: A Systematic Study Across Problem Landscapes," Proc. of 12th Int. Conf. on Control, Decision and Information technologies (CODIT'26), July 13-16, pp.343-348, Bari, Italy, 2026.
- B. Kılınç and M.Ö. Efe, "Double Deep Reinforcement Learning–Based UAV Positioning for Throughput Optimization in Wireless Networks," Proc. of 12th Int. Conf. on Control, Decision and Information technologies (CODIT'26), July 13-16, pp.324-329, Bari, Italy, 2026.
- H.U. Şanlı and M.Ö. Efe, "Real-Time Surrogate Modeling of Tracked Vehicle Terramechanics via Run-Level Learning and Deterministic Verification," Proc. of 12th Int. Conf. on Control, Decision and Information technologies (CODIT'26), July 13-16, pp.306-311, Bari, Italy, 2026.
- G. Körpe and M.Ö. Efe, "A Dynamic Mission Planning Framework Combining Improved A* and Neural-OFMPC," Proc. of 12th Int. Conf. on Control, Decision and Information technologies (CODIT'26), July 13-16, pp.86-91, Bari, Italy, 2026.
- C.N. Uğurlu andM.Ö. Efe, "Single Model, Multiple Climates: Applying Modified Levenberg Marquardt Algorithm to Meteorological Time-Series Prediction," Proc. of 12th Int. Conf. on Control, Decision and Information technologies (CODIT'26), July 13-16, pp.43-48, Bari, Italy, 2026.
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| 2024 | - S. Akbal and M.Ö. Efe, "Federated Multiple Dataset Learning Using Levenberg Marquardt Algorithm," Proc. of 11st Int. Conf. on Control, Decision and Information Technologies (CODIT'25), July 15-18, Split, Croatia, 2025.
- A. Kara and M.Ö. Efe, "Real-Time Adaptive Attitude Control of Lynx Helicopter with Hybrid LQR-Neural Network Architecture," Proc. of 11st Int. Conf. on Control, Decision and Information Technologies (CODIT'25), July 15-18, Split, Croatia, 2025.
- A. Bodur, O.K. Hancıoğlu, M.Ö. Efe, "Neural Network Bias Compensator for Flight Control Actuators," Proc. of 11st Int. Conf. on Control, Decision and Information Technologies (CODIT'25), July 15-18, Split, Croatia, 2025.
- O.A.Tüfekçioğlu and M.Ö. Efe, "Physics-Informed Loss Functions for Enhancing Concrete Compressive Strength Prediction with Neural Networks," Proc. of 11st Int. Conf. on Control, Decision and Information Technologies (CODIT'25), July 15-18, Split, Croatia, 2025.
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| 2023 | - 2023 students: Many papers produced, none sent to a conference due to Covid19 conditions.
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| 2022 | - 2022 students: Many papers produced, none sent to a conference due to Covid19 conditions.
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| 2021 | - K. Çakal and M.Ö. Efe, "Heart Arrhythmia Detection with Novel Approach H3-SAD," Proc. of the 8th Int. Conference on Control, Decision and Information Technologies (CODIT'22), May 17-20, İstanbul, Turkey, 2022.
- K. Çakal and M.Ö. Efe, "Cardiovascular Anomaly Detection with Heterogeneous Wave Segment Harmonization for Lightweight Systems," Cybernetics and Systems, 2023.
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| 2020 | - Many papers have been produced but due to the Covid19 conditions, none of them have been published.
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| 2019 | |
| 2018 |
- E. Sevgen and M.Ö. Efe, "A Comparison of Feature Selections in ALS Point Cloud Classification Using 3D Neural Network," Int. Symp. on Applied Geoinformatics, 7-9 Nov. 2019, pp.427-435, İstanbul, Turkey.
- T. Aktay and M.Ö. Efe, "A Comparative Study of ANN Tuning Methods for Multiclass Daily Activity and Fall Recognition," 3rd Mediterranean Conference on Pattern Recognition and Artificial Intelligence (MedPRAI'2019), Dec.22-24, İstanbul, Turkey, 2019.
- A.M. Gedikli and M.Ö. Efe, "A Simple Authentication Method with Multilayer Feedforward Neural Network Using Keystroke Dynamics," 3rd Mediterranean Conference on Pattern Recognition and Artificial Intelligence (MedPRAI'2019), Dec.22-24, İstanbul, Turkey, 2019.
- A.S. Karadeniz and M.Ö. Efe, "Room-Level Indoor Localization with Artificial Neural Networks," 3rd Mediterranean Conference on Pattern Recognition and Artificial Intelligence (MedPRAI'2019), Dec.22-24, İstanbul, Turkey, 2019.
- E. Canbalaban and M.Ö. Efe, "Facial Expression Classification Using Convolutional Neural Network and Real Time Application," 4th Int. Conf. on Computer Science and Engineering (UBMK'19), September 11-15, Samsun, Turkey, 2019. Accepted.
- Ö. Demirtaş and M.Ö. Efe, "Modelling of Atmospheric Parameters Using Artificial Neural Networks," 9th Int. Conf. on Recent Advances in Space Technologies (RAST 2019), June 11-14, İstanbul, pp.571-577, Turkey, 2019.
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| 2017 | |