Federated learning with homomorphic encryption for secure real time ECG anomaly detection: A multi institutional privacy preserving framework
Biomedical Signal Processing and Control, Vol. 116, Mayıs 2026, ISSN: 1746-8094
YUKSEL BEYAZİT B,YILMAZER METİN AYŞE
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Adaptive Capacity of Machine Learning Approaches for Leaf Area Estimation in Faba Bean Under Diverse Agro-environmental Conditions
Tarım Bilimleri Dergisi, Vol. 32, No. 2, Mart 2026, s. 439-454, ISSN: 1300-7580
KAYA MURAT,VARIŞLI OSMAN,YILMAZ ABDURRAHMAN,ACAY ÜMİT,İPEKEŞEN SİBEL,GUEVARA LEONARDO,BİÇER BEHİYE TUBA,BUDAK CAFER,VALLURU RAVİ
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Improved convolutional neural networks for the bullwhip effect in supply chains
EXPERT SYSTEMS WITH APPLICATIONS, Vol. 298, Ocak 2026, ISSN: 0957-4174
HASHEMZADEH FARZAD
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Performance Analysis of RIS-Assisted Wireless Networks with Q-Learning-Based Phase Shift Optimization
5th International Informatics and Software Engineering Conference (IISEC), Ankara/TÜRKİYE, 5 Şubat 2026
ARDANUÇ MİNE,ABUİBAİD MOHAMMED,BAŞARAN MEHMET,ALDIRMAZ ÇOLAK SULTAN,DURAK ATA LÜTFİYE
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Performance Analysis of LSTM, GRU and Hybrid LSTM-GRU Model for Detecting GPS Spoofing Attacks
SENSORS, Vol. 26, No. 4, Eylül 2026, ISSN: 1424-8220
KURİŞ UMUR,TURNA ÖZGÜR CAN
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Graph neural network based unsupervised influential sample selection for brain multigraph population fusion
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, Vol. 108, Ocak 2023, s. 16, ISSN: 0895-6111
KURUCU MERT CAN,REKIK ISLEM
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Remote Sensing-based Machine Learning Techniques for Mapping Gold-Mineralized Alteration Zones in the Fatira Mine Area, Egypt
ACTA GEOLOGICA SINICA-ENGLISH EDITION, Vol. 99, No. 4, Eylül 2025, s. 1196-1223, ISSN: 1000-9515
EL-WARDANY REFAEY,JİAO JİANGANG,ZOHEİR BASEM,KHEDR LOBNA,KUMRAL MUSTAFA,LİU LEİ,ABU EL-LEİL IBRAHEM,ORABİ AHMED,ABD EL-SALAM LOTFY,KHALIL AMR ABDELNASSER ALI
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Artificial Intelligence and Learning from Nature in Landscape Architecture: An Innovative Approach that Shapes the Analysis & Design Process
Journal of Digital Landscape Arcihecture, Vol. 10, No. 1, Temmuz 2025, s. 394-402, ISSN: 23674253
BOZKURT MELİH,ER EZGİ BUSE
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Machine Learning Approaches to Forecasting Car Prices in the Secondary Market
2024 IEEE 16th International Conference on Computational Intelligence and Communication Networks (CICN), 22 Aralık 2024
SHAYEA IBRAHEEM ABDULLAH MOHAMMED
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Performance Evaluation of Reinforcement Learning and Graph Search-based Algorithm for Mobile Robot Path Planning
2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Tenerife/İSPANYA, 19 Temmuz 2023
GÜLLÜ ALİ İHSAN, GÜNEŞ AHMET
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Forecasting Solar Energy: Leveraging Artificial Intelligence and Machine Learning for Sustainable Energy Solutions
Journal of Economic Surveys, Vol. 39, No. 5, Aralık 2025, s. 1837-2334, ISSN: 0950-0804
SAADATİ TARANEH,BARUTÇU BURAK
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Predicting displacement demands in SDOF systems using seismic input energy: A machine learning approach
4th International Civil Engineering & Architecture Conference (ICEARC’25), Trabzon/TÜRKİYE, 17 Mayıs 2025, s. 505-513
ÇALIM FURKAN,GÜLLÜ AHMET,YÜKSEL ERCAN
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Proposing a Serious Game Design Model Towards Maritime Competency Development: A Case Study Optimizing Research Techniques and Learning Strategies With Digital Technologies
2025, s. 33-72, IGI Global Scientific Publishing
GÜRBÜZ SÜLEYMAN CİHAN,ÇELİK METİN
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Transfer learning for state of charge estimation across batteries and chemistries: a lightweight, physics-guided LSTM with regime-aware temporal attention and staged adaptation
Ionics, Kasım 2025, ISSN: 0947-7047
ÖZARSLAN EBUBEKİR BUĞRA,KURŞUN SENEM
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Market Clearing Price Prediction in the Electricity Market in Turkey Using Machine Learning Methods
INFUS 2025, İSTANBUL/TÜRKİYE, Vol. 1531, 29 Temmuz 2025, s. 286-293
ERGÜN MUSTAFA UTKU,BEKTAŞ YUSUF,KAYA TOLGA
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A data-driven Ship Risk Profile model for Turkish Straits (TS-SRP) using Machine Learning
Ocean Engineering, Vol. 311, Kasım 2024, ISSN: 0029-8018
EKİCİ CENGİZ VEFA,ÖZTÜRK ÜLKÜ,ŞENOL YUNUS EMRE
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Root Nodule Estimation Using a Non-Destructive Machine Learning Approach
2025 10th International Conference on Energy Efficiency and Agricultural Engineering (EE&AE), Stara Zagora/BULGARİSTAN, 5 Kasım 2025, s. 1-6
KAYA MURAT,YILMAZ ABDURRAHMAN,GUEVARA LEONARDO,CİELNİAK GRZEGORZ,VALLURU RAVİ
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Restoration and Enhancement of Historical Manuscript Images Using Diffusion Model
2025 IEEE 35th International Workshop on Machine Learning for Signal Processing (MLSP), İstanbul/TÜRKİYE, 31 Ağustos 2025
IŞIK BARAN,TÖREYİN BEHÇET UĞUR
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Comparative Analysis of One-Dimensional Regression Techniques
2024 IEEE 16th International Conference on Computational Intelligence and Communication Networks (CICN), 22 Aralık 2024
SHAYEA IBRAHEEM ABDULLAH MOHAMMED
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Federated Edge Learning for Predictive Maintenance in 6G Small Cell Networks
5th Workshop on Integrated, Intelligent and Ubiquitous Connectivity for 6G and beyond in IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), İstanbul/TÜRKİYE, 1 Eylül 2025
SEZGİN YUSUF EMİR,ÖZDEM MEHMET,BİLEN TUĞÇE
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