A direct learning approach for detection of hotspots in microwave hyperthermia treatments
Medical & Biological Engineering & Computing, Vol. 63, Mart 2025, ISSN: 0140-0118
ÖNAL HULUSİ,GİRGİN ENES,DOĞU SEMİH,YILMAZ ABDOLSAHEB TUBA,AKINCI MEHMET NURİ
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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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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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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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Adaptive k-space Radial Sampling for Cardiac MRI with Reinforcement Learning
Statistical Atlases and Computational Modeling of the Heart (STACOM) 2025, Daejeon/GÜNEY KORE, 27 Eylül 2025
XU RURU,ÖKSÜZ İLKAY
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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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Automated Plastic Waste Detection on Coastal Areas Using UAVs and Deep Learning
4th International Graduate Research Symposium | IGRS’25, 12 Mayıs 2025, s. 620-627
KHANGHAHİ HESAM HATAMZADEH,SATOĞLU ŞULE ITIR
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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,ALIZADE GOVARCHIN GHALE YUSUF,ILICAK MEHMET,ÜNAL GÖZDE
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Odyssey of Interval Type-2 Fuzzy Logic Systems: Learning Strategies for Uncertainty Quantification
IEEE Transactions on Fuzzy Systems, Vol. 33, Ocak 2025, ISSN: 1063-6706
KÖKLÜ ATA,GÜVEN YUSUF,KUMBASAR TUFAN
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Prediction of pore water pressure generation of liquefiable clean sands under cyclic shear loading through deep learning
Geomechanics and Geoengineering, Vol. 20, Nisan 2025, ISSN: 1748-6025
BİRİNCİ ÖMER TUGSAD,ÜLKER MEHMET BARIŞ CAN,TAŞKIN KAYA GÜLŞEN
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CHANNEL-BASED FEATURE REPRESENTATION AND DEEP LEARNING FOR DROWSINESS DETECTION
14. Uluslararası Uygulamalı Bilimler Kongresi, Ankara/TÜRKİYE, 23 Nisan 2025, s. 295-306
ÇELİK MUSTAFA RIFAT,DOKUR ZÜMRAY,ÖLMEZ TAMER
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Deep JPEG Compression Artifact Removal with Harmonic Networks Recent Advances in Deep Learning Applications: New Techniques and Practical Examples
New York/AMERİKA BİRLEŞİK DEVLETLERİ, 2025, s. 40-56, CRC Press
KARAOĞLU HASAN HÜSEYİN,EKŞİOĞLU ENDER METE
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DETECTION OF FATIGUE CRACK FORMATION IN GLASS FIBER REINFORCED THERMOPLASTIC COMPOSITE WITH DEEP LEARNING
International Conference of Materials and Engineering Technology, 6 Ekim 2025
KAYIHAN METE,DİNÇER AMMAR TARIK,BAKKAL MUSTAFA
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Modeling Sulphur Dioxide (SO2) Quality Levels of Jeddah City Using Machine Learning Approaches with Meteorological and Chemical Factors
Sustainability, Vol. 14, Aralık 2022, ISSN: 2071-1050
TAYLAN OSMAN,ALAMOUDİ MOHAMMED,KESHTEGAR BEHROOZ,BALUBAİD MOHAMMED
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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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A comparative evaluation of machine learning classification models utilizing GIS and key flood-causing factors for enhancing flood vulnerability assessment
Environ Dev Sustain, Ocak 2025, ISSN: 1387-585X
AL-JUAİDİ AHMED E. M.,TAYLAN OSMAN,TOROS HÜSEYİN
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A practical type-3 Fuzzy control for mobile robots: predictive and Boltzmann-based learning
Complex & Intelligent Systems, Vol. 9, Mayıs 2023, ISSN: 2199-4536
TAYLAN OSMAN,S. ALKABAA ABDULAZİZ,BALUBAİD MOHAMMED,MOHAMMADZADEH ARDASHİR
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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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