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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Classification of hybrid maize seeds (Zea mays) with object-based machine learning algorithms using multispectral UAV imagery
6th Intercontinental Geoinformation Days, Bakü/AZERBAYCAN, 13 Haziran 2023, s. 157-161
ÇÖLKESEN İSMAİL,SEFERCİK UMUT GÜNEŞ,KAVZOĞLU TAŞKIN,TONBUL HASAN,ÖZTÜRK MUHAMMED YUSUF,ALTUNTAŞ OSMAN YAVUZ,NAZAR MERTCAN,AYDIN İLYAS
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Application of Machine Learning to Predict the Impact of Trace Element Addition on Biomethane Potential of Dairy Industry Wastewater
The 7th IWA International Conference on Ecotechnologies for Wastewater Treatment, 23 Haziran 2025
ÇİÇEKALAN BÜŞRA,BAŞAKIN EYYUP ENSAR,EKMEKCİOĞLU ÖMER,GÜVEN HÜSEYİN,ERŞAHİN MUSTAFA EVREN,ÖZGÜN ERŞAHİN HALE
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Machine learning-driven integration of terrestrial and non-terrestrial networks for enhanced 6G connectivity
Computer Networks, Vol. 255, Aralık 2024, ISSN: 1389-1286
AYGÜL MEHMET ALİ,TÜRKMEN HALİSE,ÇIRPAN HAKAN ALİ,ARSLAN HÜSEYİN
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Combined segmentation and classification-based approach to automated analysis of biomedical signals obtained from calcium imaging
Public Library of Science (PLoS), Vol. 18, Ocak 2023, ISSN: 1932-6203
DURSUN DEMİR GİZEM, DUNJA BİJELİC, AYŞİT NEŞE, KURT VATANDAŞLAR BURCU, RADENOVİC LİDİJA, ÇAPAR ABDULKERİM, KERMAN BİLAL ERSEN, PAVLE R ANDJUS, KORENİC ANDREJ, ÖZKAYA UFUK
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Proto diffusion: Classifier-free diffusion guidance with prototype learning
Asian Conference on Machine Learning, Vol. 222, 6 Haziran 2023, s. 106-120
ÜNAL GÖZDE,BAYKAL CAN GÜLÇİN,KARAGOZ HALİL FARUK,BİNHURAİB TAHA
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A GNN Model with Adaptive Weights for Session-Based Recommendation Systems
ICMLT '24: Proceedings of the 2024 9th International Conference on Machine Learning Technologies, 24 Mayıs 2024
ÖZBAY BEGÜM,TUGAY RESUL,ÖĞÜDÜCÜ ŞULE
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AI-Empowered Fast Task Execution Decision for Delay-Sensitive IoT Applications in Edge Computing Networks
IEEE ACCESS, Vol. 11, Ocak 2023, ISSN: 2169-3536
AKKUZU BESTE, BAŞARAN MEHMET, ÇALIK NURULLAH, TEDİK BAŞARAN SEMİHA, DURAK ATA LÜTFİYE, AKKUZU GÜLDE
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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
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Brain Inspired Cortical Coding Method for Fast Clustering and Codebook Generation
Entropy, Vol. 24, No. 11, Kasım 2022, ISSN: 1099-4300
YÜCEL MERİÇ, BAGİS SERDAR, SERTBAŞ AHMET, ÜSTÜNDAĞ BURAK BERK
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Coupling Different Machine Learning and Meta-Heuristic Optimization Techniques to Generate the Snow Avalanche Susceptibility Map in the French Alps
Water, Vol. 16, Kasım 2024, ISSN: 2073-4441
KAYHAN ENES CAN,EKMEKCİOĞLU ÖMER
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Machine Learning-Based Supervised Classification of Sentinel-2 MSI and Landsat-8 OLI Imagery in Marguerite Bay of Antarctic Peninsula
ISPRS, EARSeL & DGPF Joint İstanbul Workshop 2025, İstanbul/TÜRKİYE, 29 Ocak 2025
ARKALI MEHMET,ATİK MUHAMMED ENES,ATİK ŞAZİYE ÖZGE
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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-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
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Decision process: A stakeholder-oriented video conferencing software selection in sustainable distance education Decision making Models: A Perspective of Fuzzy Logic and Machine Learning
Londra/İNGİLTERE, 2024, s. 19-46, Elsevier
YILMAZ HÜLYA,KARADAYI USTA SALİHA,YANIK ÖZBAY SEDA,KAHRAMAN CENGİZ
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Real-Time Transient Stability Prediction in Power Systems Using Ensemble Learning and Dynamic State Estimation
IEEE ACCESS, Vol. 13, Ocak 2025, s. 18, ISSN: 2169-3536
AYGÜL KEMAL,SRİVASTAVA ANURAG K.,GENÇ VEYSEL MURAT İSTEMİHAN
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Correction to “A hybrid approach for mass valuation of residential properties through geographic information systems and machine learning integration”
Geographical Analysis, Vol. 56, No. 4, Haziran 2024, s. 25, ISSN: 0016-7363
METE MUHAMMED OĞUZHAN, YOMRALIOĞLU TAHSİN
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Black-Box Modeling of Immersive Reverberation with Convolutional Wavenet Audio Effects Modeling Network
AES International Conference on Artificial Intelligence and Machine Learning for Audio, Londra/İNGİLTERE, 8 Eylül 2025
BURUK YAVUZ,ÖZDEMİR TAYLAN
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