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Novel accurate classification system developed using order transition pattern feature engineering technique with physiological signals.

• Authors : Gelen, Mehmet Ali¹ (AUTHOR); Barua, Prabal Datta² (AUTHOR); Tasci, Irem³ (AUTHOR)

• Source: Scientific Reports. 5/1/2025, Vol. 15 Issue 1, p1-22. 22p.

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Mural classification network based on the fusion of shallow feature enhancement and dense attention aggregation.

• Authors : Cao, Jianfang^1,2 (AUTHOR) ; Peng, Cunhe^1,2 (AUTHOR); Yang, Zhuolin^1,2 (AUTHOR)

• Source: npj Heritage Science. 5/5/2025, Vol. 13 Issue 1, p1-14. 14p.

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Self-supervised learning reduces label noise in sharp wave ripple classification.

• Authors : Graf, Saber¹ (AUTHOR); Meyrand, Pierre¹ (AUTHOR); Herry, Cyril¹ (AUTHOR)

• Source: Scientific Reports. 3/5/2025, Vol. 15 Issue 1, p1-13. 13p.

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A fuzzy rank-based deep ensemble methodology for multi-class skin cancer classification.

• Authors : Halder, Arindam¹ (AUTHOR) ; Dalal, Anogh¹ (AUTHOR) ; Gharami, Sanghita¹ (AUTHOR)

• Source: Scientific Reports. 2/20/2025, Vol. 15 Issue 1, p1-25. 25p.

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C-parameter version of robust bounded one-class support vector classification.

• Authors : Ye, Junyou^1,2 (AUTHOR); Yang, Zhixia^1,2 (AUTHOR) ; Hu, Yongxing^1,2 (AUTHOR)

• Source: Scientific Reports. 1/6/2025, Vol. 14 Issue 1, p1-26. 26p.

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Automatic text classification of prostate cancer malignancy scores in radiology reports using NLP models.

• Authors : Collado-Montañez, Jaime (AUTHOR); López-Úbeda, Pilar (AUTHOR); Chizhikova, Mariia (AUTHOR)

Subjects: Machine learning; Natural language processing; Automatic classification

• Source: Medical & Biological Engineering & Computing. Nov2024, Vol. 62 Issue 11, p3373-3383. 11p.

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A novel RFE-GRU model for diabetes classification using PIMA Indian dataset.

• Authors : Shams, Mahmoud Y.¹ (AUTHOR) ; Tarek, Zahraa² (AUTHOR); Elshewey, Ahmed M.³ (AUTHOR)

• Source: Scientific Reports. 1/6/2025, Vol. 14 Issue 1, p1-22. 22p.

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Deep attention model for arrhythmia signal classification based on multi-objective crayfish optimization algorithmic variational mode decomposition.

• Authors : Zhang, Yihang¹ (AUTHOR); Zhao, Hang^1,2 (AUTHOR)

• Source: Scientific Reports. 2/11/2025, Vol. 15 Issue 1, p1-19. 19p.

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A cardiac audio classification method based on image expression of multidimensional features.

• Authors : Jing, Hu¹ (AUTHOR); Jie, Ren¹ (AUTHOR) ; Siqi, Lv¹ (AUTHOR)

• Source: Scientific Reports. 10/5/2024, Vol. 14 Issue 1, p1-18. 18p.

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An algorithm for the classification of power quality disturbance signals using a tunable-Q-factor wavelet transform and ensemble learning methodology.

• Authors : Ismael, Mustafa R.¹ (AUTHOR) ; Abd, Haider J.² (AUTHOR); Homod, Raad Z.³ (AUTHOR)

• Source: Electrical Engineering. Aug2024, Vol. 106 Issue 4, p5253-5265. 13p.

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