Real-Time Terrain Traversability Analysis and Mapping for Autonomous Robotics in Dynamic Environments: Fusing Appearance- and Geometry-Based Approaches
JOURNAL OF FIELD ROBOTICS, Ocak 2025, s. 20, ISSN: 1556-4959
IGNATYEV DMİTRY,ZOLOTAS ARGYRİOS,BEYÇİMEN SEMİH
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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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A Real-Time Aerial Semantic Segmentation System Based on U-Net Deep Learning Using Drone Images
4th International Conference on Machine Learning, Internet of Things and Big Data, ICMIB 2024, gunupur/HİNDİSTAN, Vol. 1149, No. 2, 29 Mart 2024, s. 349-362, ISSN: 2367-3389
GÜNEŞER MUHAMMET TAHİR,ŞEKER CİHAT,AYAD MUHAMMED
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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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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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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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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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Low-cost VIS/NIR range hand-held and portable photospectrometer and evaluation of machine learning algorithms for classification performance
Engineering Science and Technology, an International Journal, Vol. 37, Ocak 2023, ISSN: 2215-0986
HEYDAROV SADDAM, AYDIN MUSA, FAYDACI ÇAĞRI, TUNA SÜHA, ÖZTÜRK SADULLAH
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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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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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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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Biomarker Identification for Alzheimer’s Disease Using a Multi-Filter Gene Selection Approach
International Journal of Molecular Sciences, Vol. 26, No. 5, Şubat 2025, s. 1816, ISSN: 1422-0067
PASHAEI ELNAZ,PASHAEI ELHAM,AYDIN NİZAMETTİN
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Overviewing the Machine Learning Utilization on Groundwater Research Using Bibliometric Analysis
Water, Vol. 17, No. 7, Mart 2025, ISSN: 2073-4441
BAYHAN KAYHAN,BAŞAKIN EYYUP ENSAR,EKMEKCİOĞLU ÖMER,PHAM QUOC BAO,CHU HONE-JAY
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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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Real-Time Water Quality Monitoring via Impedance Spectroscopy and Machine Learning
2024 12th International Conference on Agro-Geoinformatics (Agro-Geoinformatics), Novi Sad/SIRBİSTAN, 15 Temmuz 2024, ISSN: 2995-0643
AYBAR OĞUZHAN,KARA ZEYNEP,YÜCEL MERİÇ,ÜSTÜNDAĞ BURAK BERK
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Hibrit nanoakışkanların özgül ısılarının yapay sinir ağları ile tahmin edilmesi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, Vol. 37, No. 1, Kasım 2021, s. 11, ISSN: 1300-1884
SUBAŞI ABDUSSAMET,ERDEM KASIM
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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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Evaluating the performance of object-based machine learning and deep learning models in classifying different maize genotypes with multispectral UAV imagery
8th Advanced Engineering Days, Mersin/TÜRKİYE, 8 Aralık 2023, s. 1-3
ALTUNTAŞ OSMAN YAVUZ,ÇÖLKESEN İSMAİL,SEFERCİK UMUT GÜNEŞ,KAVZOĞLU TAŞKIN,SAYGI MUSTAFACAN,ÖZTÜRK MUHAMMED YUSUF,NAZAR MERTCAN,AYDIN İLYAS,TONBUL HASAN
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