A machine learning-based prediction model for architectural heritage: the case of domed Sinan mosques
Digital Applications in Archaeology and Cultural Heritage, Ağustos 2024, ISSN: 2212-0548
GÜZELCİ ORKAN ZEYNEL, ALAÇAM SEMA, BEKİROĞLU BAVER, KARADAĞ İLKER
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A machine learning-based prediction model for architectural heritage: The case of domed Sinan mosques
Digital Applications in Archaeology and Cultural Heritage, Vol. 35, Aralık 2024, ISSN: 2212-0548
GÜZELCİ ORKAN ZEYNEL,ALAÇAM SEMA,BEKİROĞLU BAVER,KARADAĞ İLKER
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Reciprocal style and information transfer between historical Istanbul Pervititch Maps and satellite views using machine learning
Estoa. Revista De La Facultad De Arquitectura Y Urbanismo De La Universidad De Cuenca, Vol. 11, No. 22, Temmuz 2022, s. 71-81, ISSN: 1390-7263
ALAÇAM SEMA, KARADAĞ İLKER, GÜZELCİ ORKAN ZEYNEL
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Classification of opacity for polymer nanocomposite films via deep neural network (DNN) classifiers
IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Biarritz/FRANSA, 8 Ağustos 2022, s. 1-6
DEMİRBAY BARIŞ,BAYRAM KARA DUYGU
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Daily Evapotranspiration Estimation Across Turkiye with Limited Sensor Data and Comparative Analysis of Regions Using Machine Learning
2025 13th International Conference on Agro-Geoinformatics (Agro-Geoinformatics), Boulder COLORADO/AMERİKA BİRLEŞİK DEVLETLERİ, 7 Temmuz 2025, ISSN: 2995-0643
GÜVEN AHMET ENİS,YÜCEL MERİÇ,ÜSTÜNDAĞ BURAK BERK
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A Data-Driven Approach to MBTI Personality Classification: Insights from Machine Learning Models
2024 IEEE 16th International Conference on Computational Intelligence and Communication Networks (CICN), 22 Aralık 2024
SHAYEA IBRAHEEM ABDULLAH MOHAMMED
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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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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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Adaptive locally connected recurrent unit (ALCRU)
International Journal of Machine Learning and Cybernetics, Vol. 16, Temmuz 2025, s. 6903-6914, ISSN: 1868-8071
ÖZÇELİK ŞUAYB TALHA,TEK FAİK BORAY
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Analysis Reliable and Link Stability-Based Energy-Aware Multipath Routing for Mobile Ad Hoc Networks Under Random Waypoint Mobility
4th International Conference on Machine Learning, IoT and Big Data (ICMIB-2024), gunupur/HİNDİSTAN, Vol. 1149, No. 2, 29 Mart 2024, s. 315-327
AYAD MUHAMMED,GÜNEŞER MUHAMMET TAHİR,ŞEKER CİHAT
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Sensor Synergy in Bathymetric Mapping: Integrating Optical, LiDAR, and Echosounder Data Using Machine Learning
Remote Sensing, Vol. 17, No. 16, Ağustos 2025, s. 2912, ISSN: 2072-4292
GÜLHER EMRE,ALGANCI UĞUR
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Artificial Intelligence 101 for Architectural Education
ÖNERİ, Vol. 20, Nisan 2025, s. 219-237, ISSN: 2147-5377
ALAÇAM SEMA,GÜZELCİ ORKAN ZEYNEL,KIZILYAPRAK HÜLYA NUR,UZUN CAN,COŞKUN EMİRHAN,BACINOĞLU SAADET ZEYNEP,KARADAĞ İLKER
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Clustering the Climate: A Machine Learning Approach to Microclimate Zoning and Crop Suitability
2025 13th International Conference on Agro-Geoinformatics (Agro-Geoinformatics), Boulder, CO/AMERİKA BİRLEŞİK DEVLETLERİ, 7 Temmuz 2025, ISSN: 2995-0643
KARA ZEYNEP,AYBAR OĞUZHAN,YÜCEL MERİÇ,ÜSTÜNDAĞ BURAK BERK
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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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Enhanced E-commerce decision-making through sentiment analysis using machine learning-based approaches and IoT
PLOS One, Vol. 20, Haziran 2025, s. 1-33, ISSN: 1932-6203
FILAHI YASSER,GÜL ÖMER MELİH,ELGHIRANI ALI,ARICAN ERKUT,PARLAK İSMAİL BURAK,KADRY SEIFEDINE,KARPOUZIS KOSTAS
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Application of Machine Learning to Predict the Impact of Trace Element Addition on Biomethane Potential of Dairy Industry Wastewater
The 7th IWA International Conference on Ecotechnologies for Wastewater Treatment, 23 Haziran 2025
ÇİÇEKALAN BÜŞRA,BAŞAKIN EYYUP ENSAR,EKMEKCİOĞLU ÖMER,GÜVEN HÜSEYİN,ERŞAHİN MUSTAFA EVREN,ÖZGÜN ERŞAHİN HALE
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Application of Machine Learning to Predict the Impact of Trace Element Addition on Biomethane Potential of Dairy Industry Wastewater
The 7th IWA International Conference on eco-Technologies for Wastewater Treatment, Stockholm/İSVEÇ, 23 Haziran 2025
ÇİÇEKALAN BÜŞRA,BAŞAKIN EYYUP ENSAR,EKMEKCİOĞLU ÖMER,GÜVEN HÜSEYİN,ERŞAHİN MUSTAFA EVREN,ÖZGÜN ERŞAHİN HALE
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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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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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Applications for Advanced Machine Learning Methods for Copper Price Forecasting
Global Joint Conference on Industrial Engineering and Its Application Areas, 12 Ağustos 2025
ARI EMRE,GÜRCAN ÖMER FARUK,BEYCA ÖMER FARUK,ÜSTÜNDAĞ ALP
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