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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Predictive Machine Learning Framework for Address Error Detection in Logistics System
10th International Conference on Computer Science and Engineering (UBMK 2025), Istanbul/TÜRKİYE, 17 Eylül 2025, s. 808-813
EROĞLU EGEMEN,BÜYÜKTAŞ VEYSEL AZAT,ŞİMŞEK BERNA,ÖZCAN TUNCAY
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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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Predictive transport modelling in polymeric gas separation membranes: From additive contributions to machine learning
Separation and Purification Technology, Vol. 340, Temmuz 2024, s. 126743, ISSN: 1383-5866
VELİOĞLU SADİYE,KARAHAN HÜSEYİN ENİS,TANTEKİN-ERSOLMAZ S. BİRGUL
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Comparison of mandibular morphometric parameters in digital panoramic radiography in gender determination using machine learning
Oral Radiology, Vol. 40, Nisan 2024, s. 415-423, ISSN: 0911-6028
PERTEK HANİFE,KAMAŞAK MUSTAFA ERSEL,KOTAN SONER,PERTEK HATİPOĞLU FATMA,HATİPOĞLU ÖMER,KÖSE TAHA EMRE
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Real-Time Data Collection and Analysis of User Experience in Video Games
9th International Conference on Future Learning and Informatics, Ankara/TÜRKİYE, 9 Kasım 2022
TUNCALI YAMAN TUTKU, ERTEN AYDIN, GÜNEŞ BATIKAAN
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Detection of objects with diverse geometric shapes in GPR images using deep-learning methods
Open Geosciences, Vol. 16, Ocak 2024, ISSN: 2391-5447
APAYDIN ORHAN,İŞSEVEN TURGAY
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Optimal band selection using explainable artificial intelligence for machine learning-based hyperspectral image classification
Journal of Applied Remote Sensing, Vol. 18, No. 4, Temmuz 2024, ISSN: 1931-3195
ATİK ŞAZİYE ÖZGE,ATİK MUHAMMED ENES
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A Case Study of a Machine Learning Usage in Design: Conceptual Models from Graph-based GANs
GRID - Mimarlık Planlama ve Tasarım Dergisi, Ekim 2025, ISSN: 2619-9556
KOÇ MUSTAFA,AS İMDAT
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Deep learning microscopy image enhancement for a line scanning confocal microscope
Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering, Vol. 67, No. 2, Aralık 2025, s. 135-152, ISSN: 1303-6009
KETABCHİ AMİRMOHAMMAD,BAVİLİ NİMA,MOROVA BERNA
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Learning memories unlocked: Capturing design graduates’ reflections through evocative objects
Learn X Design 2025 The 8th International Conference for Design Education Researchers, Aveiro/PORTEKİZ, 22 Eylül 2025
HAMARAT DÜNDAR MİRAY,GELMEZ KORAY
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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 TUĞŞAD,ÜLKER MEHMET BARIŞ CAN,TAŞKIN KAYA GÜLŞEN
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A fast three-dimensional flow field prediction around bluff bodies using deep learning
PHYSICS OF FLUIDS, Vol. 36, No. 2, Ocak 2024, s. 21, ISSN: 1070-6631
NEMATİ TAHER FARHAD,SUBAŞI ABDUSSAMET
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Academic Entrepreneurship in Higher Education: A Scoping Study
8th International Conference on Teaching, Learning and Education (ICTLE), Dublin/İRLANDA, Vol. 1, No. 1, 26 Temmuz 2024, s. 1-13, ISSN: 3030-122X
FAYDA KINIK FATMA ŞEHKAR
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Self-Recovery Of Quadrupedal Robot Using Deep Reinforcement Learning
5th International Conference on Robotics, Automation, and Artificial Intelligence, 18 Aralık 2024
KILIÇ YUSUF EREN,AKAR YUNUS EMRE,TEMELTAŞ HAKAN,SÜMER KURUCU ECEM
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Comparison of conventional and machine learning regression models for accurate prediction of selected optical active components – A case study: The Gulf of Izmit
Marine Pollution Bulletin, Vol. 208, Kasım 2024, s. 1-16, ISSN: 0025-326X
SUNAR AYŞE FİLİZ,DERVİŞOĞLU ADALET,YAĞMUR AYDIN NUR,ATABAY HAKAN,DÖNERTAŞ ASLI
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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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Chapter 7 - Automated analysis of phase-contrast optical microscopy time-lapse images: application to wound healing and cell motility assays of breast cancer Diagnostic Biomedical Signal and Image Processing Applications with Deep Learning Methods
Londra/İNGİLTERE, 2023, s. 137-154, Academic Press
ERDEM YUSUF SAİT, ÜNAY DEVRİM, PESEN OKVUR DEVRİM, YALÇIN ÖZUYSAL ÖZDEN, ÖNAL SEVGİ, AYANZADEH AYDIN, MAYALI BERKAY, BALIKÇİ MUHAMMED, BELLİ ÖZGE NUR, UÇAR MAHMUT, MORANI KENAN, TÖREYİN BEHÇET UĞUR, IHEME LEONARDO OBİNNA
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Empirical-singular-wavelet based machine learning models for sea level forecasting in the bosphorus strait: A performance analysis
Ocean Modelling, Vol. 188, Nisan 2024, ISSN: 1463-5003
KARTAL ELİF,ALTUNKAYNAK ABDÜSSELAM
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Effect of machine learning hyperparameters on the prediction performance of the relationship between seismic input energy and displacement
10th Turkish Conference on Earthquake Engineering (10TCEE), İstanbul/TÜRKİYE, 8 Ekim 2025
ÇALIM FURKAN,GÜLLÜ AHMET,YÜKSEL ERCAN
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