Deep Learning-Based Road Extraction From Historical Maps
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, Vol. 19, Ocak 2022, s. 5, ISSN: 1545-598X
AVCI CENGİZ, SERTEL ELİF, KABADAYI MUSTAFA ERDEM
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Land Use and Land Cover Mapping Using Deep Learning Based Segmentation Approaches and VHR Worldview-3 Images
Remote Sensing, Vol. 14, No. 18, Eylül 2022, s. 20, ISSN: 2072-4292
SERTEL ELİF, EKİM BURAK, ETTEHADİ PARİA, KABADAYI MUSTAFA ERDEM
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Deep Learning Based Patch-Wise Land Cover Land Use Classification: A New Small Benchmark Sentinel-2 Image Dataset
IEEE IGARSS 2022 Conference, 17 Temmuz 2022
ALP GÜLŞAH, SERTEL ELİF
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Channel Attention Networks for Robust MR Fingerprint Matching
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, Vol. 69, No. 4, Ocak 2022, s. 8, ISSN: 0018-9294
SOYAK REFİK, NAVRUZ EBRU, RSOY EDA ÖZGÜ E, CRUZ GASTAO, PRİETO CLAUDİA, KİNG ANDREW P., ÜNAY DEVRİM, ÖKSÜZ İLKAY
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A novel deep learning model based on convolutional neuralnetworks for employee churn prediction
JOURNAL OF FORECASTING, Vol. 41, No. 3, Eylül 2022, s. 539-550, ISSN: 0277-6693
PEKEL ÖZMEN EBRU, ÖZCAN TUNCAY
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An Efficient Ensemble Deep Learning Approach for Semantic Point Cloud Segmentation Based on 3D Geometric Features and Range Images
Sensors, Vol. 22, Ocak 2022, ISSN: 1424-8220
ATİK MUHAMMED ENES, DURAN ZAİDE
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Aircraft Detection in Very High Resolution Satellite Images using YOLO-based Deep Learning Methods
4th Intercontinental Geoinformation Days, TABRİZ/İRAN, 20 Haziran 2022, s. 270-273
YABAN BERKAY, ALGANCI UĞUR, SERTEL ELİF
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Automated building extraction from very high-resolution remote sensing data with deep learning approaches
4th Intercontinental Geoinformation Days, TABRİZ/İRAN, 20 Haziran 2022, s. 127-130
DAĞDELEN VOLKAN, ALGANCI UĞUR, SERTEL ELİF
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Antenna Excitation Optimization with Deep Learning for Microwave Breast Cancer Hyperthermia
Sensors, Vol. 22, Ağustos 2022, ISSN: 1424-8220
ALTINTAŞ GÜLŞAH, YASAR HALİMCAN, USLU IBRAHİM ENES, DEMİREL YUSUF, AKINCI MEHMET NURİ, YILMAZ ABDOLSAHEB TUBA, AKDUMAN İBRAHİM
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Soil Moisture Prediction from Remote Sensing Images Coupled with Climate, Soil Texture and Topography via Deep Learning
Remote Sensing, Vol. 14, No. 21, Kasım 2022, ISSN: 2072-4292
ÇELİK MEHMET FURKAN, IŞIK MUSTAFA SERKAN, YÜZÜGÜLLÜ ONUR, FAJRAOUİ NOURA, ERTEN ESRA
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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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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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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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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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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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The Hydrophobicity Class Identification of Silicone-Rubber Samples using Deep Learning Algorithms
2022 57th International Universities Power Engineering Conference (UPEC), İstanbul/TÜRKİYE, 30 Ağustos 2022
DEMİROGLU NESİBE, ÖZDEMİR İDRİS, ÜÇKOL HALİL İBRAHİM, İLHAN SUAT
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A deep reinforcement learning assisted simulated annealing algorithm for a maintenance planning problem
Springer Science and Business Media LLC, Mart 2022, ISSN: 0254-5330
KOSANOĞLU FUAT, ATMIŞ MAHİR, TURAN HASAN HÜSEYİN
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Deep Transfer Learning to Classify Mass and Calcification Pathologies from Screen Film Mammograms
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi, Vol. 12, No. 1, Mart 2023, s. 57-65, ISSN: 2147-3188
TİRYAKİ VOLKAN MÜJDAT
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Block Attention and Switchable Normalization Based Deep Learning Framework for Segmentation of Retinal Vessels
IEEE ACCESS, Vol. 11, Ocak 2023, s. 12, ISSN: 2169-3536
DEARİ SABRİ, ULUKAYA SEZER, ÖKSÜZ İLKAY
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