Climate model-driven seasonal forecasting approach with deep learning
Environmental Data Science, Vol. 2, Mayıs 2023, s. 1-11, ISSN: https://doi.org/10.1017/eds.2023.24
ÜNAL ALPER, ASAN BUSRA, SEZEN ISMAİL, YESİLKAYNAK BUGRA, AYDİN YUSUF, ILICAK MEHMET, ÜNAL GÖZDE
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Optimizing Data Availability and Utilization in Deep Learning Accelerator SoCs
30th IEEE International Conference on Electronics, Circuits and Systems (ICECS), İstanbul/TÜRKİYE, 4 Aralık 2023
RUMELİLİ KÖKSAL IRMAK, ÇİÇEK NİHAT MERT, YILMAZER METİN AYŞE, ÖRS YALÇIN SIDDIKA BERNA
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Offloading Deep Learning Powered Vision Tasks From UAV to 5G Edge Server With Denoising
Institute of Electrical and Electronics Engineers (IEEE), Vol. 72, Haziran 2023, s. 8035-8048, ISSN: 0018-9545
ÖZER SEDAT, İLHAN ENES, ÖZKANOĞLU MEHMET AKİF, ÇIRPAN HAKAN ALİ
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Chapter 7 - Automated analysis of phase-contrast optical microscopy time-lapse images: application to wound healing and cell motility assays of breast cancer Diagnostic Biomedical Signal and Image Processing Applications with Deep Learning Methods
Londra/İNGİLTERE, 2023, s. 137-154, Academic Press
ERDEM YUSUF SAİT, ÜNAY DEVRİM, PESEN OKVUR DEVRİM, YALÇIN ÖZUYSAL ÖZDEN, ÖNAL SEVGİ, AYANZADEH AYDIN, MAYALI BERKAY, BALIKÇİ MUHAMMED, BELLİ ÖZGE NUR, UÇAR MAHMUT, MORANI KENAN, TÖREYİN BEHÇET UĞUR, IHEME LEONARDO OBİNNA
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Deep Learning Based Models for the CO2 emission forecasting in Turkey
Tenth International Conference on Environmental Management, Engineering, Planning and Economics (CEMEPE 2023) and SECOTOX Conference, Skiathos/YUNANİSTAN, 5 Haziran 2023
ÖZCAN TUNCAY, KONYALIOĞLU AZİZ KEMAL, BELDEK TUĞÇE
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Topological Similarity and Centrality Driven Hybrid Deep Learning for Temporal Link Prediction
The Journal of Universal Computer Science, Vol. 29, Mayıs 2023, ISSN: 0948-695X
SSERWADDA ABUBAKHARİ, ÖZCAN ALPER, YASLAN YUSUF
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There Are No Data Like More Data: Datasets for deep learning in Earth observation
Institute of Electrical and Electronics Engineers (IEEE), Vol. 11, Eylül 2023, ISSN: 2473-2397
SCHMİTT MİCHAEL, AHMADİ SEYED ALİ, XU YONGHAO, TAŞKIN KAYA GÜLŞEN, VERMA UJJWAL, SİCA FRANCESCOPAOLO, HÄNSCH RONNY
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A novel integrated framework for real-time prediction of transient instabilities in power systems with their severity levels using deep learning
Sustainable Energy, Grids and Networks, Vol. 36, Aralık 2023, ISSN: 2352-4677
KESİCİ MERT, MAHDİ MOHAMMED, YASLAN YUSUF, ŞEKER ŞAHİN SERHAT, GENÇ VEYSEL MURAT İSTEMİHAN
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Mapping of Glaciers on Horseshoe Island, Antarctic Peninsula, with Deep Learning Based on High-Resolution Orthophoto
MDPI AG, Vol. 7, Ocak 2023, ISSN: 2504-446X
SELBESOĞLU MAHMUT OĞUZ, BAKIRMAN TOLGA, VASSİLEV OLEG, ÖZSOY BURCU
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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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Music genre classification and music recommendation by using deep learning
Electronics Letters, Vol. 56, No. 12, Haziran 2020, s. 627-629, ISSN: 1350-911X
ELBİR AHMET,AYDIN NİZAMETTİN
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Deep Learning-Based Land Use Land Cover Segmentation of Historical Aerial Images
2023 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2023), California/AMERİKA BİRLEŞİK DEVLETLERİ, 16 Temmuz 2023
SERTEL ELİF, CENGİZ AVCI, KABADAYI MUSTAFA ERDEM
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Deep Learning Based Models for the CO2 emission forecasting in Turkey
Tenth International Conference on Environmental Management, Engineering, Planning and Economics (CEMEPE 2023) and SECOTOX Conference, Skiathos/YUNANİSTAN, 5 Haziran 2023
ÖZCAN TUNCAY, KONYALIOĞLU AZİZ KEMAL, BELDEK TUĞÇE
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Detection of damages caused by earthquake and reinforcement corrosion in RC buildings with Deep Transfer Learning
ENGINEERING STRUCTURES, Vol. 279, Ocak 2023, ISSN: 0141-0296
DOĞAN GAMZE, ARSLAN MUSA HAKAN, İLKİ ALPER
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Morphological Classification of Low Quality Sperm Images Using Deep Learning Networks
2020 Medical Technologies Congress (TIPTEKNO), Antalya/TÜRKİYE, 19 Kasım 2020, s. 1-4
YÜZKAT MECİT, İLHAN HAMZA OSMAN, AYDIN NİZAMETTİN
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The Predictability of the 30 October 2020 İzmir-Samos Tsunami Hydrodynamics and Enhancement of Its Early Warning Time by LSTM Deep Learning Network
WATER, Vol. 15, No. 4195, Ocak 2023, ISSN: 2073-4441
ALAN ALİ RIZA,BAYINDIR CİHAN,ÖZAYDIN FATİH,ALTINTAŞ AZMİ ALİ
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Building Extraction in VHR Remote Sensing Imagery Through Deep Learning
Fresenius Environmental Bulletin and Advances in Food Sciences, Vol. 8, No. 31, Ağustos 2022, s. 8468-8473, ISSN: 1018-4619
ATİK ŞAZİYE ÖZGE,İPBÜKER CENGİZHAN
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Building Extraction with VHR Remote Sensing Imagery Through Deep Learning
20th International Symposium on Environmental Pollution and its Impact on Life in the Mediterranean Region, Atina/YUNANİSTAN, 26 Ekim 2020
ATİK ŞAZİYE ÖZGE,İPBÜKER CENGİZHAN
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Multi-Label Classification Application for Environmental Monitoring Applications with Deep Learning Approaches
20th International Symposium on Environmental Pollution and its Impact on Life in the Mediterranean Region, Atina/YUNANİSTAN, 26 Ekim 2020
ATİK ŞAZİYE ÖZGE,İPBÜKER CENGİZHAN
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Fractional-Order Calculus-Based Data Augmentation Methods for Environmental Sound Classification with Deep Learning
FRACTAL AND FRACTIONAL, Vol. 6, No. 10, Ocak 2022, s. 15, ISSN: 2504-3110
YAZGAÇ BİLGİ GÖRKEM, KIRCI MÜRVET
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