The effect of using different feature sets and flight data envelopes on the fidelity of deep learning based system identification of a fighter aircraft
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2024
MEHMET CAN ŞEN
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Design of an emotion recognition system using machine learning for maritime operations: Development of a cognitive interface with psychophysiological data analysis
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2024
ABBAS ALIPANAH KORDLAR
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Bayesian reinforcement learning with MCMC to maximize energy output in hardware-in-the-loop simulations of vertical axis wind turbine
MÜHENDİSLİK VE FEN BİLİMLERİ ENSTİTÜSÜ, SABANCI ÜNİVERSİTESİ, 2021
USAMAH YAASEEN OSMAN
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Developing a Self-Learning Based Method that Can Be Used as a Reinforcer of PID Control Algorithm and / or an Alternative to PID
FEN BİLİMLERİ ENSTİTÜSÜ, SABANCI ÜNİVERSİTESİ, 2020
COŞKU ISPALAR
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Performance Evaluation of Routing Protocols in Vehicular Ad-Hoc Networks for Highway Scenarios
2024 IEEE International Conference on Big Data & Machine Learning (ICBDML), Bhopal/HİNDİSTAN, 24 Şubat 2024, s. 257-264
DAEL FARES ABDULHAFIDH DERHEM,AMRAN MOHAMMED A.,SHAYEA IBRAHEEM ABDULLAH MOHAMMED,RZAYEVA LEİLA
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ADAPTIVE PID CONTROL AND SYSTEM IDENTIFICATION BASED ON
EXTREME LEARNING MACHINES FOR NONLINEAR DYNAMICAL SYSTEMS
2th International Black Sea Modern Scientific Research Congress, Rize/TÜRKİYE, 21 Aralık 2022, s. 196-204
NAZİK ALİ HAYDAR, UÇAK KEMAL
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Machine learning insights into PM2.5 changes
during COVID‐19 lockdown: LSTM and RF analysis in Mashhad
Environmental Monitoring and Assessment, Vol. 196, No. 453, Nisan 2024, s. 1-22, ISSN: 0167-6369
MOEZZİ SEYED MOHAMMAD MAHDİ,MOHAMMADİ MİTRA,MOHAMMADİ MANDANA,SALOĞLU DERTLİ DİDEM,SHEİKHOLESLAMİ RAZİ
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Machine learning-based prediction of seismic failure mode of reinforced concrete
structural walls
Joint Conference on 18WCSI and 7ICEES (7th International Conf on Earthquake Tebliğde Adı Geçen Araştırmacılar Engineering and Seismology), 6 Kasım 2023
DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN
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Local Transmissibility-Based Identification of Structural
Damage Utilizing Positive Learning Strategies
Applied Sciences, Vol. 15, No. 12, Haziran 2025, s. 1-25, ISSN: 2076-3417
GÜNEŞ OĞUZ,GÜNEŞ BURCU
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Classification and Prediction of Blast-Induced Flyrock Distance Using
Machine Learning Methods
14'th International Symposium on Rock Fragmentation by Blasting, Antalya/TÜRKİYE, 7 Nisan 2025, s. 181-186
AĞAN YAŞAR,HÜDAVERDİ TÜRKER
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Prediction of flyrock distances using XGBoost machine
learning method
13th EFEE World Conference on Explosives and Blasting, Krakow/POLONYA, 20 Eylül 2025, s. 315-324
AĞAN YAŞAR,HÜDAVERDİ TÜRKER
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Hyperparameter Optimization in Deep Learning-Based Object Detection of Branching and
Endpoints on 2D Brain Vessel Images
Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı (ASYU 2024), 16 Ekim 2024
KAYA SAMET,KİRAZ BERNA,ÇAMURCU ALİ YILMAZ
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Exploring In-Service English Teachers’ Beliefs about Using Web 2.0 Tools and Telecollaboration in
Language Teaching and Learning Process based on Theory of Planned Behavior
The Boston Area Pedagogy Conference, Boston/AMERİKA BİRLEŞİK DEVLETLERİ, 6 Nisan 2023
YÜCEL RUMEYSA
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Synthetic Data Generation and Federated Learning as
Innovative Solutions for Data Privacy in Finance
7th International Conference on Finance, Economics, Management and IT Business, porto/PORTEKİZ, 5 Nisan 2025
ÖZCAN ELİF,HALEPMOLLASI RUŞEN,YASLAN YUSUF
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Redesigning University Education through Teaching Exams and Group-Based
Learning
ITU Co_Learning Lab 2025, Istanbul/TÜRKİYE, 1 Ekim 2025, s. 24-27
ÖZER SAADET SEHER
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An Integrated Multi-Dimensional Approach for Evaluating Mobile Learning Platforms
in Educational Environments
International Symposium of Production Research 2025(ISPR2025), Istanbul/TÜRKİYE, 9 Ekim 2025
GÜLER KESMEZ MERVE,MUKUL TAYLAN ESİN,KONYALIOĞLU AZİZ KEMAL
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Hybrid enhanced Monte Carlo simulation coupled with advanced machine learning approach for accurate and efficient structural reliability analysis
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, Vol. 388, No. 114218, Ocak 2022, ISSN: 0045-7825
LUO CHANGQ,KESHTEGAR BEHROOZ,TAYLAN OSMAN,ZHU SHUN PENG,NİU XİAO-PENG
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Classification of ancient coins in archaeology using a novel deep learning approach: Bayesian convolutional neural network
Sigma Journal of Engineering and Natural Sciences-Sigma Muhendislik ve Fen Bilimleri Dergisi, Vol. 43, No. 5, Ekim 2025, s. 1580-1591, ISSN: 1304-7205
PEKEL ÖZMEN EBRU,ÖZMEN SONER,SERTKAYA MEHMET EMRE,ÖZCAN TUNCAY,KELEŞ VEDAT
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Drought Monitoring and Analysis: A Multi-Source Data and Machine Learning-Based
Approach
46th Asian Conference on Remote Sensing (ACRS-2025), Makassar/ENDONEZYA, 27 Ekim 2025
SUKKAR ABDULLAH,ÖZTÜRK OZAN,ŞEKER DURSUN ZAFER
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Determination of burned areas using Sentinel-2A imagery and machine learning classification algorithms
4th Intercontinental Geoinformation Days (IGD), 20 Haziran 2022
ARIKAN CEYDA NUR,TÜMER İLAY NUR,AKSOY SAMET,SERTEL ELİF
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