Predicting Accident Outcomes in Cross-Border Pipeline Construction Projects Using Machine Learning Algorithms
Arabian Journal for Science and Engineering, Vol. 48, No. 10, Haziran 2023, s. 13771-13789, ISSN: 2193-567X
MAMMADOV AHMAD, KAZAR GÖKHAN, KOÇ KERİM, TOKDEMİR ONUR BEHZAT
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AN EFFICIENT CALIBRATION PROCESS FOR THE PREDICTION OF ROCK STRENGTH THROUGH MACHINE LEARNING ALGORITHMS
Journal of scientific reports-A (Online), No. 052, Mart 2023, s. 311-326, ISSN: 2687-6167
DİNÇ GÖĞÜŞ ŞAZİYE ÖZGE
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Bathymetric model generation in shallow waters with optical satellite images and machine learning algorithms
6th Intercontinental Geoinformation Days (IGD), BAKÜ/AZERBAYCAN, 13 Haziran 2023, s. 195-198
KARLIĞA FATMA, ALGANCI UĞUR, ŞEKER DURSUN ZAFER
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Tuning Hyperparameters of Machine Learning Algorithms and Deep Neural Networks Using Metaheuristics: A Bioinformatics Study on Biomedical and Biological Cases
Computational Biology and Chemistry, Vol. 97, Nisan 2022, ISSN: 1476-9271
NEMATZADEH MIANDOAB SAJJAD, KIANI FARZAD, TORKAMANIAN AFSHAR MAHSA, AYDIN NİZAMETTİN
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Improving Classification Performance of Fully Connected Layers by Fuzzy Clustering in Transformed Feature Space
SYMMETRY-BASEL, Vol. 14, No. 4, Mart 2022, s. 1-14, ISSN: 2073-8994
KALAYCI TOLGA AHMET, ASAN UMUT
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Predictive Quality Defect Detection Using Machine Learning Algorithms: A Case Study from Automobile Industry
International Conference on Intelligent and Fuzzy Systems INFUS 2021:, 24 Ağustos 2021, s. 263-270
YORULMUŞ MUHAMMED HAKAN, BOLAT HÜR BERSAM, BAHADIR MEHMET ÇAĞATAY
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Benchmark of machine learning algorithms on transient stability prediction in renewable rich power grids under cyber-attacks
Internet of Things, Vol. 25, Nisan 2024, ISSN: 2542-6605
AYGÜL KEMAL,MOHAMMADPOURFARD MOSTAFA,KESİCİ MERT,KÜÇÜKTEZCAN CAVİT FATİH,GENÇ VEYSEL MURAT İSTEMİHAN
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Breast cancer mass classification using machine learning, binary-coded genetic algorithms, and an ensemble of deep transfer learning
The Computer Journal, Vol. 67, No. 3, Mart 2024, s. 1111-1125, ISSN: 1460-2067
TİRYAKİ VOLKAN MÜJDAT, TUTKUN NEDİM
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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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Development of an early warning system for higher education institutions by predicting first‐year student academic performance
Higher Education Quarterly, Vol. 78, Mayıs 2024, ISSN: 0951-5224
ÇIRAK CEM RECAİ,AKILLI HAKAN,EKİNCİ YELİZ
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Intelligent Energy Management and Prediction of Micro Grid Operation Based on Machine Learning Algorithms and genetic algorithm
International Journal of Renewable Energy Research, No. 4, Ocak 2022, s. 2002-2014, ISSN: 1309-0127
ELWEDDAD MOHAMED, GÜNEŞER MUHAMMET TAHİR
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Long-term electrical energy demand forecasting by using artificial intelligence/machine learning techniques
Electrical Engineering, Vol. 106, No. 4, Ocak 2024, s. 5229-5251, ISSN: 0948-7921
ÖZDEMİR GÜLCİHAN
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Predicting oil prices: A comparative analysis of machine learning and image recognition algorithms for trend prediction
Finance Research Letters, Vol. 67, Eylül 2024, ISSN: 1544-6123
GÖNCÜ AHMET,KUZUBAŞ TOLGA UMUT,SALTOĞLU VAHAP BURAK
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Measurement and Analysis of In Vivo Microwave Dielectric Properties Collected From Normal, Benign, and Malignant Rat Breast Tissues: Classification Using Supervised Machine Learning Algorithms
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, Vol. 73, Ocak 2024, s. 11, ISSN: 0018-9456
PASTACI ÖZSOBACI NURAL,ÖNEMLİ EMRE,AYDINALP CEMANUR,YILMAZ ABDOLSAHEB TUBA
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Spot Welding Parameter Tuning for Weld Defect Prevention in Automotive Production Lines: An ML-Based Approach
INFORMATION, Vol. 14, No. 1, Ocak 2023, s. 25, ISSN: 2078-2489
YÜCEL ERTUĞRUL, BAYIR MUSA, KAYA TOLGA, YILDIRIM NİHAN
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RSSI Fingerprint-Based Indoor Localization Solutions Using Machine Learning Algorithms: A Comprehensive Review
Smart Cities, Vol. 8, Eylül 2025, ISSN: 2624-6511
ZHOLAMANOV BATYRBEK,SAYMBETOV AHMET,NURGALİYEV MADİYAR,BOLATBEK ASKHAT,DOSYMBETOVA GULBAKHAR,KUTTYBAY NURZHİGİT,ORYNBASSAR SAYAT,KAPPAROVA AİNUR,KOSHKARBAY NURSULTAN,BEYCA ÖMER FARUK
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Construction labor productivity estimation through machine learning: Performance comparison of regression algorithms
Journal of Construction Engineering, Management & Innovation (Online), Vol. 8, No. 4, Aralık 2025, s. 438-476, ISSN: 2630-5771
KESER AHMET ESAT,UÇAK ŞİRİN ŞEVVAL,KURUOĞLU MURAT,TOKDEMİR ONUR BEHZAT
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Comparative Analysis of Machine Learning Algorithms for Classification of UAV-based Photogrammetric Cultural Heritage Point Clouds
International Conference Applied Photogrammetry and Remote Sensing for Environmental and Industry „APRSEI – PHEDCS 2025, Tashkent/ÖZBEKİSTAN, 23 Eylül 2025
ARKALI MEHMET,BIYIK MUHAMMED YAHYA,ATİK MUHAMMED ENES
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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
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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
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