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Academic Journal

Balancing the Scale: Data Augmentation Techniques for Improved Supervised Learning in Cyberattack Detection.

Authors : Medvedieva, Kateryna¹ (AUTHOR) ; Tosi, Tommaso¹ (AUTHOR); Barbierato, Enrico¹ (AUTHOR)

Source: Eng. Sep2024, Vol. 5 Issue 3, p2170-2205. 36p.

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Academic Journal

Optimizing Mean Fragment Size Prediction in Rock Blasting: A Synergistic Approach Combining Clustering, Hyperparameter Tuning, and Data Augmentation.

Authors : Krop, Ian^1,2 (AUTHOR) ; Sasaoka, Takashi¹ (AUTHOR) ; Shimada, Hideki¹ (AUTHOR)

Source: Eng. Sep2024, Vol. 5 Issue 3, p1905-1936. 32p.

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Academic Journal

Enhancing Activity Recognition After Stroke: Generative Adversarial Networks for Kinematic Data Augmentation.

Authors : Hadley, Aaron J.¹ (AUTHOR); Pulliam, Christopher L.^2,3 (AUTHOR)

Source: Sensors (14248220). Nov2024, Vol. 24 Issue 21, p6861. 13p.

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Academic Journal

Study on virtual tooth image generation utilizing CF-fill and Pix2pix for data augmentation.

Authors : Jeong, Soo-Yeon¹ (AUTHOR); Bae, Eun-Jeong² (AUTHOR); Jang, Hyun Soo³ (AUTHOR)

Source: Scientific Reports. 11/5/2024, Vol. 14 Issue 1, p1-12. 12p.

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Academic Journal

Enhancing melanoma skin cancer classification through data augmentation.

Authors : M’hamedi, Mohammed¹ ; Merzoug, Mohammed¹ ; Hadjila, Mourad²

Source: Telkomnika. Oct2024, Vol. 22 Issue 5, p1209-1220. 12p.

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Academic Journal

Konuşmacıları Kadın, Erkek ve Çocuk Olarak Sınıflandırmada Veri Artırmanın Performansa Etkisi.

Authors : YÜCESOY, Ergün¹

Source: Journal of the Institute of Science & Technology / Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi. Sep2024, Vol. 14 Issue 3, p974-987. 14p.

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Academic Journal

Improve Adversarial Robustness of AI Models in Remote Sensing via Data-Augmentation and Explainable-AI Methods.

Authors : Tasneem, Sumaiya¹ (AUTHOR) ; Islam, Kazi Aminul¹ (AUTHOR)

Source: Remote Sensing. Sep2024, Vol. 16 Issue 17, p3210. 17p.

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Academic Journal

Data augmentation via warping transforms for modeling natural variability in the corneal endothelium enhances semi-supervised segmentation.

Authors : Sanchez, Sergio¹ (AUTHOR); Vallez, Noelia² (AUTHOR); Bueno, Gloria² (AUTHOR)

Source: PLoS ONE. 11/12/2024, Vol. 19 Issue 11, p1-18. 18p.

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Academic Journal

Ensemble feature selection and tabular data augmentation with generative adversarial networks to enhance cutaneous melanoma identification and interpretability.

Authors : Gómez-Martínez, Vanesa¹ (AUTHOR) ; Chushig-Muzo, David¹ (AUTHOR); Veierød, Marit B.² (AUTHOR)

Source: BioData Mining. 10/30/2024, Vol. 17 Issue 1, p1-30. 30p.

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Academic Journal

Enhancing smart home appliance recognition with wavelet and scalogram analysis using data augmentation.

Authors : Salazar-González, José L.¹ (AUTHOR) ; Luna-Romera, José María¹ (AUTHOR); Carranza-García, Manuel¹ (AUTHOR)

Source: Integrated Computer-Aided Engineering. 2024, Vol. 31 Issue 3, p307-326. 20p.

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