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
|
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
|
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
|
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
|
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
|
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
|
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
|
Hybrid enhanced Monte Carlo simulation coupled with advanced machine learning approach for accurate and efficient structural reliability analysis
Computer Methods in Applied Mechanics and Engineering, Vol. 388, Ocak 2022, ISSN: 0045-7825
LUO CHANGQİ,KESHTEGAR BEHROOZ,ZHU SHUN PENG,TAYLAN OSMAN,NİU XİAO-PENG
|
Performance Evaluation of Supervised Machine Learning Classifiers for Type 2 Diabetes Mellitus Prediction
Black Sea Journal of Engineering and Science, Vol. 8, No. 3, Mayıs 2025, s. 875-884, ISSN: 2619-8991
KURT ONUR
|
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
|
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
|
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
|
Precipitation downscaling with the integration of multiple precipitation products, land surface data and gauge stations using explainable machine learning algorithms: A case study in the Mediterranean region of Turkiye
Science of The Total Environment, Vol. 1002, Kasım 2025, ISSN: 0048-9697
HİSAM ENES,ŞEKER DURSUN ZAFER,SERTEL ELİF
|
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
|
The Contribution of Explainable Machine Learning Algorithms Using ROI-based Brain Surface Morphology Parameters in Distinguishing Early-onset Schizophrenia From Bipolar Disorder
Academic Radiology, Vol. 31, No. 9, Ocak 2024, s. 3597-3604, ISSN: 1076-6332
SAGLAM YESİM,ERMİS CAGATAY,TAKİR SEYMA,OZ AHMET,HAMİD RAUF,KOSE HATİCE,BAS AHMET,KARACETİN GUL
|
Cloud-Based Control System with Sensing and Actuating Textile-Based IoT Gloves for Telerehabilitation Applications
ADVANCED INTELLIGENT SYSTEMS, Vol. 7, No. 8, Ocak 2025, ISSN: 2640-4567
ÖZLEM KADİR,GÜMÜŞ ÇAĞATAY,TUNÇAY ATALAY ASLI,ATALAY ÖZGÜR,İNCE GÖKHAN
|
Deep Learning Models for Physiological Data Classification of Children During Computerized Auditory Tests: Deep Learning-Based Emotion Recognition in Child-Computer Interaction Handbook of Research on New Investigations in Artificial Life, AI, and Machine Learning
2022, s. 43-59, IGI GLOBAL
EROL BARKANA DUYGUN, YILAR SELMA, KAŞIKÇI ITIR, KÖSE HATİCE, DEMİRPENÇE DİLARA
|
Enhancing Skin Cancer Diagnosis Through the Integration of Raman Spectroscopy and Machine Learning
5. International Mediterranean Scientific Research and Innovation Congress, Antalya/TÜRKİYE, 20 Nisan 2024, s. 500-507
GÜLER MELİH,KURT ONUR,BAŞ SOYSAL,ÖZKESİCİ KURT BİRGÜL,KIRKGÖZ HALUK,NAR ILGIN,ÖZAKKOYUNLU HASÇİÇEK SEYHAN,ALTINEL DENİZ
|
Machine learning-based temporal change detection of land use and land cover changes in the Tunçbilek open pit coal mine region using Planetscope imagery
Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi, Vol. 14, Temmuz 2025, ISSN: 2564-6605
ACAR RECEP UĞUR,ZENGİN ENES,ÖNGEN ALİ SAMET
|
Comparative Effectiveness of Classification Algorithms in Predicting Diabetes
2024 IEEE 16th International Conference on Computational Intelligence and Communication Networks (CICN), 22 Aralık 2024
SHAYEA IBRAHEEM ABDULLAH MOHAMMED
|