Data Augmentation for Deep Learning-Based Speech Reconstruction Using FOC-Based Methods
Fractal and Fractional, Vol. 9, No. 2, Ocak 2025, s. 18, ISSN: 2504-3110
YAZGAÇ BİLGİ GÖRKEM,KIRCI MÜRVET
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Machine Learning-based Crop Yield Prediction by Data Augmentation
2024 32nd Signal Processing and Communications Applications Conference (SIU), 15 Mayıs 2024
ERTEN ESRA,KAYABOL KORAY
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Importance of Data Augmentation and Transfer Learning on Retinal Vessel Segmentation
29th Telecommunications Forum (TELFOR), Belgrad/SIRBİSTAN, 23 Kasım 2021
DEARİ SABRİ, ÖKSÜZ İLKAY, ULUKAYA SEZER
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Improving Low Resource Turkish Speech Recognition with Data Augmentation and TTS
2019 16th International Multi-Conference on Systems, Signals Devices (SSD), 21 Mart 2019
RAMAZAN GÖKAY,YALÇIN HÜLYA
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Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning
MEDICAL IMAGE ANALYSIS, Vol. 55, No. null, Temmuz 2019, s. 136-147, ISSN: 1361-8415
ÖKSÜZ İLKAY,RUİJSİNK BRAM,PUYOL-ANTON ESTHER,CLOUGH JAMES R.,CRUZ GASTAO,BUSTİN AURELİEN,PRİETO CLAUDİA,BOTNAR RENE,RUECKERT DANİEL,SCHNABEL JULİA A.,KİNG ANDREW P.
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Preliminary Investigation on Using Semi-Supervised Contextual Word Sense Disambiguation for Data Augmentation
2020 5th International Conference on Computer Science and Engineering (UBMK), Diyarbakır, Turkey/TÜRKİYE, 9 Eylül 2020
TORUNOĞLU SELAMET DİLARA,İNCEOĞLU ARDA,ERYİĞİT GÜLŞEN
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Deep Learning Using K-Space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection
MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2018, Vol. 11070, No. null, 16 Eylül 2018, s. 250-258
ÖKSÜZ İLKAY,RUİJSİNK BRAM,PUYOL-ANTON ESTHER,BUSTİN AURELİEN,CRUZ GASTAO,PRİETO CLAUDİA,RUECKERT DANİEL,SCHNABEL JULİA A.,KİNG ANDREW P.
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Despeckling Based Data Augmentation Approach in Deep Learning Based Radar Target Classification
IGARSS 2022- 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur/MALEZYA, 17 Temmuz 2022
CEYLAN S. H. MERT, ERER IŞIN
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Fractional-Order Calculus-Based Data Augmentation Methods for Environmental Sound Classification with Deep Learning
fractal and fractional, Vol. 6, Eylül 2022, s. 1-15, ISSN: EISSN 2504-3110
YAZGAC BİLGİ GÖRKEM, KIRCI MÜRVET
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Data Augmentation in Graph Neural Networks: The Role of Generated Synthetic Graphs
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Vilnius/LİTVANYA, 9 Eylül 2024
BAŞ SÜMEYYE,KAYA ÜNAL KIYMET,TUGAY RESUL,ÖĞÜDÜCÜ ŞULE
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Deep sentiment analysis with data augmentation in distance education during the pandemic
Innovations in Intelligent Systems and Applications Conference, Antalya/TÜRKİYE, 7 Eylül 2022, ISSN: 2770-7946
YILDIRIM ELİF, KOCAÇINAR BÜŞRA, PATLAR AKBULUT FATMA
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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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Data Augmentation in Graph Neural Networks: The Role of Generated Synthetic Graphs
ECML PKDD 2024, 21st MLG Workhop, 9 Eylül 2024
BAŞ SÜMEYYE,KAYA ÜNAL KIYMET,TUGAY RESUL,ÖĞÜDÜCÜ ŞULE
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