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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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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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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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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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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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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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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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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Deep Learning Approaches for Phantom Movement Recognition
2019 Medical Technologies Congress (TIPTEKNO), 3 Ekim 2019
AKBULUT AKHAN,AŞCI GÜVEN,GÜNGÖR FERAY,TARAKCI ELA,AYDIN MUHAMMED ALİ,ZAİM ABDÜL HALİM
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Deep Learning Approaches for Phantom Movement Recognition
TIPTEKNO’19 - Tıp Teknolojileri Ulusal Kongresi, AYDIN/TÜRKİYE, 3 Ekim 2019
AKBULUT AKHAN,AŞÇI GÜVEN,GÜNGÖR FERAY,TARAKCI ELA,AYDIN MUHAMMED ALİ,ZAİM ABDÜL HALİM
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Cyberbullying detection through deep learning: A case study of Turkish celebrities on Twitter
Web Intelligence, Vol. 21, No. 1, Mayıs 2023, s. 61-70, ISSN: 2405-6456
KARADAĞ BULUT, AKBULUT AKHAN, ZAİM ABDÜL HALİM
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A Design Of An Integrated Cloud-based Intrusion Detection System With Third Party Cloud Service
OPEN COMPUTER SCIENCE, Vol. 11, No. 1, Haziran 2021, s. 365-379, ISSN: 2299-1093
ZAİM ABDÜL HALİM, AKBULUT AKHAN, AYDIN MUHAMMED ALİ
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Evolving deep learning architectures for network intrusion detection using a double PSO metaheuristic
Computer Networks, Vol. 168, Şubat 2020, s. 107042, ISSN: 1389-1286
ELMASRY WİSAM,AKBULUT AKHAN,ZAİM ABDÜL HALİM
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Deep Learning Approaches for Predictive Masquerade Detection
Security and Communication Networks, Vol. 2018, Ağustos 2018, s. 1-24, ISSN: 1939-0114
ELMASRY WİSAM,AKBULUT AKHAN,ZAİM ABDÜL HALİM
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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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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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A Multi-Modal Deep Transfer Learning Framework for Attack Detection in Software-Defined Networks
IEEE Access, Vol. 11, Ekim 2023, s. 114128-114145, ISSN: 2169-3536
ELUBEYD HANİ H., YILTAŞ KAPLAN DERYA, BAHTİYAR ŞERİF
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DCTNet: deep shrinkage denoising via DCT filterbanks
Signal, Image and Video Processing, Vol. 17, No. 7, Haziran 2023, ISSN: 1863-1703
KARAOĞLU HASAN HÜSEYİN, EKŞİOĞLU ENDER METE
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