An automated approach for developing geohazard inventories using news: integrating natural language processing (NLP), machine learning, and mapping
Natural Hazards and Earth System Sciences, Vol. 25, Temmuz 2025, ISSN: 1561-8633
AVCIOĞLU AYDOĞAN,DEMİR OGÜN,GÖRÜM TOLGA
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Forecasting surface movements based on PSI time series using machine learning algorithms
International Journal of Remote Sensing, Vol. 45, Mart 2024, ISSN: 0143-1161
YAĞMUR AYDIN NUR,TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE,ERTEN ESRA
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Prediction of construction accident outcomes based on an imbalanced dataset through integrated resampling techniques and machine learning methods
Engineering, Construction and Architectural Management, Haziran 2022, ISSN: 0969-9988
KOÇ KERİM, EKMEKCİOĞLU ÖMER, GÜRGÜN ASLI PELİN
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Machine Learning Approaches to Predict the Selectivity of Compounds against HDAC1 and HDAC6
JOURNAL OF COMPUTATIONAL BIOPHYSICS AND CHEMISTRY, Vol. 23, No. 6, Haziran 2024, s. 837-850, ISSN: 2737-4165
DOĞAN BERNA
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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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Root Nodule Estimation Using a Non-Destructive Machine Learning Approach
2025 10th International Conference on Energy Efficiency and Agricultural Engineering (EE&AE), Stara Zagora/BULGARİSTAN, 5 Kasım 2025, s. 1-6
KAYA MURAT,YILMAZ ABDURRAHMAN,GUEVARA LEONARDO,CİELNİAK GRZEGORZ,VALLURU RAVİ
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Development of multi-model ensembles using tree-based machine learning methods to assess the future renewable energy potential: case of the East Thrace, Turkey
Environmental Science and Pollution Research, Temmuz 2023, ISSN: 1614-7499
GÜVEN DENİZHAN
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Hull cleaning effects on CO2 emissions: estimation with machine learning methods
5th International Mediterranean Science and Engineering Congress (IMSEC 2020), 21 Ekim 2020
ELİDOLU GİZEM, UYANIK TAYFUN, KARABIYIK PINAR, ARSLANOĞLU YASİN
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A Hybrid Machine Learning Model to Detect Reflected XSS Attack
Balkan Journal of Electrical and Computer Engineering, Vol. 9, No. 3, Temmuz 2021, s. 235-241, ISSN: 2147-284X
BUZ BERAAT, GÜLÇİÇEK BERKE, BAHTİYAR ŞERİF
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Machine Learning-Based Supervised Classification of Point Clouds Using Multiscale Geometric Features
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, Vol. 10, No. 3, Mart 2021, s. 1-23, ISSN: 2220-9964
ATİK MUHAMMED ENES, DURAN ZAİDE, ŞEKER DURSUN ZAFER
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A Machine Learning-based Model to Predict the Cap Geometry of Anatolian Seljuk Kümbets
Periodica Polytechnica Architecture, Vol. 53, No. 3, Aralık 2022, s. 207-219, ISSN: 1789-3437
GÜZELCİ ORKAN ZEYNEL
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Prediction of Adhesion Strength Using Extreme Learning Machine and Support Vector Regression Optimized with Genetic Algorithm
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, Vol. 45, No. 8, Ağustos 2020, s. 6985-7004, ISSN: 2193-567X
HAZIR ENDER,ÖZCAN TUNCAY,KOÇ KÜÇÜK HÜSEYİN
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A grid search optimized extreme learning machine approach for customer churn prediction
Journal of Engineering Research, Vol. 11, No. 3, Eylül 2023, s. 100-111, ISSN: 2307-1877
KOÇOĞLU FATMA ÖNAY, ÖZCAN TUNCAY
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Design of a Hybrid Digital-Twin Flight Performance Model Through Machine Learning
2019 IEEE Aerospace Conference, Big Sky, MT/AMERİKA BİRLEŞİK DEVLETLERİ, 2 Mart 2019, s. 1-14, ISSN: Print on Demand(PoD) ISSN: 1095-323X
UZUN MEVLÜT, DEMİREZEN MUSTAFA UMUT, KOYUNCU EMRE, İNALHAN GÖKHAN
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EDU-AI: a twofold machine learning model to support classroom layout generation
Construction Innovation, Vol. 23, No. 4, Temmuz 2023, s. 898-914, ISSN: 1471-4175
KARADAĞ İLKER, GÜZELCİ ORKAN ZEYNEL, ALAÇAM SEMA
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Evaluating navigational risk of port approach manoeuvrings with expert assessments and machine learning
Ocean Engineering, Vol. 192, No. 15, Kasım 2019, s. 1-21, ISSN: 0029-8018
ULKU OZTURK,BİRBİL İLKER,ÇİÇEK KADİR
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Emotion Based Music Recommendation System Using Wearable Physiological Sensors
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, Vol. 64, No. 2, Kasım 2018, s. 196-203, ISSN: 0098-3063
AYATA DEĞER,YASLAN YUSUF,KAMAŞAK MUSTAFA ERSEL
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Brain Inspired Cortical Coding Method for Fast Clustering and Codebook Generation
ENTROPY, Vol. 24, No. 11, Ocak 2022, s. 1678, ISSN: 1099-4300
YÜCEL MERİÇ, BAGIS SERDAR, SERTBAŞ AHMET, SARIKAYA MEHMET, ÜSTÜNDAĞ BURAK BERK
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Marketing Campaign Management Using Machine Learning Techniques: An Uplift Modeling Approach
INFUS 2022: Digital Acceleration and The New Normal, İzmir/TÜRKİYE, 19 Temmuz 2022
SANİSOĞLU MELTEM, KAYA TOLGA, BURNAZ HURİYE ŞEBNEM
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