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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A Machine Learning Based GNSS Performance Prediction for Urban Air Mobility Using Environment Recognition
AIAA/IEEE Digital Avionics Systems Conference - Proceedings, Ekim 2021, ISSN: 2155-7195
IŞIK OĞUZ KAĞAN,PETRUNİN IVAN,İNALHAN GÖKHAN,TSOURDOS ANTONİOS,VERDEGUER MORENO RICARDO,GRECH RAPHAEL
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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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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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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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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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Comparative Electrical Load Prediction with Machine Learning and Fractional Calculus Applications
15th National Conference on Electrical and Electronics Engineering (ELECO), Bursa/TÜRKİYE, 28 Kasım 2024
AKSOY EMRE,ÖNAL TUĞRUL NİSA ÖZGE,KARAÇUHA KAMİL,YAZICI İBRAHİM,BEYCA ÖMER FARUK
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Recommending New Products with High Sales Potential in Fashion Retail: A Machine Learning Approach
5th International Congress of Engineering and Natural Sciences, ankara/TÜRKİYE, 24 Mayıs 2025
TEZCAN ENES,ZAİM ABDÜL HALİM
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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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Performance Evaluation of Supervised Machine Learning Classifiers for Type 2 Diabetes Mellitus Prediction
Black Sea Journal of Engineering and Science, Vol. 8, No. 3, Ocak 2025, s. 875-884, ISSN: 2619-8991
KURT ONUR
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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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Machine learning-driven regional prediction of PM2.5 concentrations in the eastern mediterranean bridging spatial data gaps in air quality monitoring
Environmental Modelling & Software, Vol. 192, Ağustos 2025, ISSN: 1364-8152
GURTEPE IRDE,ÜNAL ALPER,GÜLLÜ GÜLEN,ASLANOĞLU SAİME YEŞER,MARSHALL JULİAN
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Modelling the energy footprint of urban form in Istanbul: A big data and machine learning approach
Energy and Buildings, Vol. 333, No. 115495, Nisan 2025, s. 1-17, ISSN: 0378-7788
KARLI MELİS,TERZİ FATİH
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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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Developing a machine learning-based evaluation system for the recruitment of maritime professionals
Ocean Engineering, Vol. 313, No. 119406, Aralık 2024, s. 1-10, ISSN: 0029-8018
GÖLBOL PEKDAŞ İPEK,UFLAZ ESMA,TORNACI FURKAN,ARSLAN ÖZCAN,TURAN OSMAN
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Predictive transport modelling in polymeric gas separation membranes: From additive contributions to machine learning
Separation and Purification Technology, Vol. 340, Temmuz 2024, ISSN: 1383-5866
VELİOĞLU SADİYE,KARAHAN HÜSEYİN ENİS,ERSOLMAZ ŞERİFE BİRGÜL
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