Machine Learning-Based Handover Performance Prediction for Beyond 5G Communication Networks
2024 6th International Conference on Communications, Signal Processing, and their Applications (ICCSPA), İstanbul/TÜRKİYE, 8 Temmuz 2024
HATİPOĞLU ABDUSSAMET,YAZICI İBRAHİM,BAŞARAN MEHMET,YAZICI MEHMET AKİF,DURAK ATA LÜTFİYE
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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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Machine learning-based decision support framework for BIM component specification
Journal of Information Technology in Construction (ITcon), Vol. 31, Mayıs 2026, s. 561-583, ISSN: 1874-4753
GEÇ İPEK,GÜZELCİ ORKAN ZEYNEL
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Machine Learning-Based Human Action Estimation for Interactive Spatial Lighting Control
Interaction Design and Architecture(s), Vol. 66, Kasım 2025, s. 226-245, ISSN: 1826-9745
KEKİLLİ İREM,YİĞİTOĞLU MUHAMMET FURKAN,GÜZELCİ ORKAN ZEYNEL
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Leveraging Machine Learning for Song and Artist Success Prediction: A Multimodal Approach
INFUS 2025, İSTANBUL/TÜRKİYE, Vol. 1530, 29 Temmuz 2025, s. 491-498
DEMIREL OZAN,KAYA TOLGA
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A Scientific Machine Learning Approach for Autonomous Maneuver Decision in Air Combat
2025 AIAA DATC/IEEE 44th Digital Avionics Systems Conference (DASC), Montreal, QC/KANADA, 14 Eylül 2025
KELES EMİRHAN,BALOGLU IBRAHİM ENES,CEBE EMİRHAN,BAYKAL YASİN,İNALHAN GÖKHAN,BAŞPINAR BARIŞ
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Machine Learning Based Radar Cross-Section Clustering Towards Enhanced Situational Awareness for Next-Generation Fighter Aircraft
2024 AIAA DATC/IEEE 43rd Digital Avionics Systems Conference (DASC), San Diego, CA/AMERİKA BİRLEŞİK DEVLETLERİ, 29 Eylül 2024
OZDEMİR MUSTAFA RASİT,KUCUK AHMET FARUK,İNALHAN GÖKHAN,BAŞPINAR BARIŞ,ERTEKİN BOLELLİ ŞEYDA
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Adaptive locally connected recurrent unit (ALCRU)
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, Vol. 16, No. 9, Ocak 2025, ISSN: 1868-8071
ÖZÇELİK ŞUAYB TALHA,TEK FAİK BORAY
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The Contribution of Explainable Machine Learning Algorithms Using ROI-based Brain Surface Morphology Parameters in Distinguishing Early-onset Schizophrenia From Bipolar Disorder
Academic Radiology, Vol. 31, No. 9, Ocak 2024, s. 3597-3604, ISSN: 1076-6332
SAGLAM YESİM,ERMİS CAGATAY,TAKİR SEYMA,OZ AHMET,HAMİD RAUF,KOSE HATİCE,BAS AHMET,KARACETİN GUL
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A novel machine learning method for the design optimization of diamond waveguides fabricated by femtosecond laser writing
Optics Communications, Vol. 570, Kasım 2024, ISSN: 0030-4018
İNCE FAİK DERYA,MOROVA YAĞIZ,ÖZEL TUĞRUL,SENNAROĞLU ALPHAN
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XGBoost Enhances the Performance of SAFE: A Novel Microwave Imaging System for Early Detection of Malignant Breast Cancer
CANCERS, Vol. 17, No. 2, Ocak 2025, s. 20, ISSN: 2072-6694
YURTSEVEN ALİ,JANJİC ALEKSANDER,ÇAYÖREN MEHMET,BUĞDAYCI ONUR,ARIBAL MUSTAFA ERKİN,AKDUMAN İBRAHİM
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A Machine Learning-Driven Decision Support System for Startup Investments Using Entropy-Based Adaptive Loss With Sample Weighting
International Journal of Intelligent Computing and Cybernetics, Mayıs 2026, ISSN: 1756-378X
SEVİM SEREN,SOYER AYBERK
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Multi-Crop Yield Estimation and Spatial Analysis of Agro-Climatic Indices Based on High-Resolution Climate Simulations in Türkiye’s Lakes Region, a Typical Mediterranean Biogeography
Agronomy, Vol. 16, No. 3, Şubat 2026, ISSN: 2073-4395
KAYA FUAT,DEMİR SİNAN,DEDEOĞLU MERT,BAŞAYİĞİT LEVENT,ÜNAL YURDANUR,SONUÇ CEMRE,DOĞAN GÜZEL TUĞBA,ÇAKMAK ECE GİZEM
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Machine Learning Modeling for Building Energy Performance Prediction Based on Simulation Data: A Systematic Review of the Processes, Performances, and Correlation of Process-Related Variables
Buildings, Vol. 15, No. 8, Nisan 2025, ISSN: 2075-5309
KÖMÜRCÜ DAMLA,EDİS FETHİYE ECEM
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Application of machine learning algorithms for prediction of Blast-induced Ground Vibration in View of Stiffness Ratio, Energy Coverage and Scaled Distance
Journal of Mining and Environment, Vol. 16, No. 5, Ağustos 2025, s. 1607-1622, ISSN: 2251-8592
AĞAN YAŞAR,HÜDAVERDİ TÜRKER
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A COMPARATIVE STUDY OF MACHINE LEARNING ALGORITHMS ON PREDICTING DELAMINATION IN CARBON FIBER REINFORCED POLYMER (CFRP) DRILLING PROCESS
TICMET (The 5th International Conference of Materials and Engineering Technology), TRABZON/TÜRKİYE, 13 Kasım 2023
DİNÇER AMMAR TARIK,KARAGÜZEL UMUT,BAKKAL MUSTAFA
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A Machine Learning-Driven Model to Predict Urban Outdoor Thermal Comfort
V. International Architectural Sciences Congress, Antalya/TÜRKİYE, 29 Ekim 2025
ÖGÇE HÜSEYİN,ERDEM KAYA MELTEM
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Performance Analysis of 15-Minute City Zones Through Spatial and Machine Learning Techniques
AESOP 2025 CONGRESS, İSTANBUL/TÜRKİYE, 7 Temmuz 2025
TERZİ AYDIN FURKAN,KOÇYİĞİT AYŞENUR,AKSU KORAY,DEMİREL HANDE
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Risk-based completion cost prediction approach in construction projects utilizing machine learning
Journal of Information Technology in Construction, Vol. 30, Mart 2025, s. 375-396, ISSN: 1874-4753
TURKYİLMAZ AYNUR HURRİYET,POLAT TATAR GÜL
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Climate model-driven seasonal forecasting approach with deep learning
Environmental Data Science, Vol. 2, Ocak 2023, ISSN: 2634-4602
ÜNAL ALPER,ASAN BUSRA,SEZEN İSMAİL,YESİLKAYNAK BUGRA,AYDIN YUSUF,ILICAK MEHMET,ÜNAL GÖZDE
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