METADATA EXTRACTION OF RFIS USING NATURAL LANGUAGE PROCESSING AND MACHINE LEARNING ALGORITHMS
2024 European Conference on Computing in Construction, Hanya (Girit)/YUNANİSTAN, 14 Temmuz 2024
ÖZOĞUL CEYHUN,ERGEN PEHLEVAN ESİN
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Classification and Prediction of Blast-Induced Flyrock Distance Using
Machine Learning Methods
14'th International Symposium on Rock Fragmentation by Blasting, Antalya/TÜRKİYE, 7 Nisan 2025, s. 181-186
AĞAN YAŞAR,HÜDAVERDİ TÜRKER
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Prediction of flyrock distances using XGBoost machine
learning method
13th EFEE World Conference on Explosives and Blasting, Krakow/POLONYA, 20 Eylül 2025, s. 315-324
AĞAN YAŞAR,HÜDAVERDİ TÜRKER
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Drought Monitoring and Analysis: A Multi-Source Data and Machine Learning-Based
Approach
46th Asian Conference on Remote Sensing (ACRS-2025), Makassar/ENDONEZYA, 27 Ekim 2025
SUKKAR ABDULLAH,ÖZTÜRK OZAN,ŞEKER DURSUN ZAFER
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Combining molecular docking, molecular dynamics and machine learning approaches in an active
learning scheme
Joint 50th Congress of the Physical Chemistry Division of the Società Chimica Italiana and the 5th European Conference on Physical Chemistry (, Pisa/İTALYA, 29 Haziran 2025
DOĞAN BERNA,ÖZÖNDER ŞENER,AVŞAR TİMUÇİN,DURDAĞI SERDAR
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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, No. 114218, Ocak 2022, ISSN: 0045-7825
LUO CHANGQ,KESHTEGAR BEHROOZ,TAYLAN OSMAN,ZHU SHUN PENG,NİU XİAO-PENG
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PREDICTION OF BUILDING ENERGY LOADS BY MACHINE LEARNING – IMPACTS OF PROCESS-RELATED VARIABLES ON PREDICTION
PERFORMANCE
3RD INTERNATIONAL GRADUATE RESEARCH SYMPOSIUM - IGRS '24, İstanbul/TÜRKİYE, 8 Mayıs 2024
KÖMÜRCÜ DAMLA,EDİS FETHİYE ECEM
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Performance Evaluation of Routing Protocols in Vehicular Ad-Hoc Networks for Highway Scenarios
2024 IEEE International Conference on Big Data & Machine Learning (ICBDML), Bhopal/HİNDİSTAN, 24 Şubat 2024, s. 257-264
DAEL FARES ABDULHAFIDH DERHEM,AMRAN MOHAMMED A.,SHAYEA IBRAHEEM ABDULLAH MOHAMMED,RZAYEVA LEİLA
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Machine learning insights into PM2.5 changes
during COVID‐19 lockdown: LSTM and RF analysis in Mashhad
Environmental Monitoring and Assessment, Vol. 196, No. 453, Nisan 2024, s. 1-22, ISSN: 0167-6369
MOEZZİ SEYED MOHAMMAD MAHDİ,MOHAMMADİ MİTRA,MOHAMMADİ MANDANA,SALOĞLU DERTLİ DİDEM,SHEİKHOLESLAMİ RAZİ
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Machine learning-based prediction of seismic failure mode of reinforced concrete
structural walls
Joint Conference on 18WCSI and 7ICEES (7th International Conf on Earthquake Tebliğde Adı Geçen Araştırmacılar Engineering and Seismology), 6 Kasım 2023
DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN
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DETERMINATION OF HAZELNUT CULTIVATED AREAS USING SENTINEL-2 MSI:
PERFORMANCE ANALYSIS OF MACHINE LEARNING ALGORITHMS
6. INTERNATIONAL FOOD, AGRICULTURE AND VETERINARY SCIENCES CONGRESS, Ganja/AZERBAYCAN, 22 Eylül 2023, s. 258-267
TERZİ TÜRK SEDA, BEKTAŞ BALÇIK FİLİZ
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MACHINE LEARNING-BASED CONSTRUCTION PLANNING AND
FORECASTING MODEL
23° INTERNATIONAL CONFERENCE ON CONSTRUCTION APPLICATIONS OF VIRTUAL REALITY (CONVR2023), Florence/İTALYA, 13 Kasım 2023, s. 716-722, ISSN: 2704-5846
KESER AHMET ESAT, TOKDEMİR ONUR BEHZAT
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“Short-Term Load Forecasting Using Machine Learning
Algorithms: A Case Study in Turkey
IEEE Global Energy Conference (GEC2022), Batman/TÜRKİYE, Vol. 1, No. 1, 26 Ekim 2022, s. 13-18
NOBARİ ALİ, PÜRLÜ MİKAİL, ANDİÇ CENK, TÜRKAY BELGİN, NOBARİ ALİ
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Classification of Photogrammetric and Airborne LiDAR Point
Clouds Using Machine Learning Algorithms
Drones, Vol. 5, No. 104, Eylül 2021, s. 1-16, ISSN: ISSN 2504-446X
DURAN ZAİDE, OZCAN KUBRA, ATİK MUHAMMED ENES
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DISCOVERY OF LEAD-FREE DOUBLE HALIDE PEROVSKITES: A COMPUTATIONAL SCREENING STUDY
ENHANCED BY MACHINE LEARNING
BİLİŞİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2023
MERVE KALPAR
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MACHINE LEARNING
FOR PREDICTING DUAL-CATION HYBRID METAL HALIDE PEROVSKITES
BİLİŞİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2022
FATEMEH JAMALINABIJAN
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Patlatma Kaynaklı Yer Sarsıntısının ANFIS ve Destek Vektör Makineleri İle Tahmin Edilmesi /
Prediction of Blast-Induced Ground Vibrations by ANFIS and Support Vector Machines
10th International Drilling Blasting Symposium, Antalya/TÜRKİYE, 25 Kasım 2021, s. 141-148
AĞAN YAŞAR, HÜDAVERDİ TÜRKER, AKYILDIZ ÖZGE
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Enhancing QR code security: Exploiting
hidden message mechanisms and
machine learning classification
Intelligent Decision Technologies-Netherlands, Ocak 2025, ISSN: 1872-4981
YEŞİLTEPE MİRSAT,KURULAY MUHAMMED,BENNOUR AKRAM,REŞİT CEVAT,ALSUBAİ SHTWAİ
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Fuzzy-Enhanced Smart Building Energy
Forecasting: A Case Study from the 2025 GECAD
Competition
2025 14th International Conference on Renewable Energy Research and Applications (ICRERA), Viyana/AVUSTURYA, 27 Ekim 2025, ISSN: 2572-6013
GÜNEŞ CAN GÖRKEM,ÖZDEMİR GÜLCİHAN
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MATERIAL PARAMETER DETERMINATION OF
SIMPLIFIED COOPERATIVE VISCOPLASTICITY
THOERY BASED ON OVERSTRESS FOR
NANOCOMPOSITES USING GENETIC
ALGORITHM OPTIMIZATION METHOD
Machine Learning fro Micromechanics – First WG4 on-site workshop, February 22-23, 2024, Louvain/BELÇİKA, 22 Şubat 2024
ÇOLAK ÇAKIR ÖZGEN ÜMİT,ÇAKIR YÜKSEL
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