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Recommendations for Performance Evaluation of Machine Learning in Pathology.

• Authors : Hanna, Matthew G.¹ ; Olson, Niels H.^2,3; Zarella, Mark⁴

• Source: Archives of Pathology & Laboratory Medicine. Oct2024, Vol. 148 Issue 10, pe335-e361. 27p.

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Performance evaluation of deep learning approaches for fault diagnosis of rotational mechanical systems using vibration, sound, and acoustic emission signals.

• Authors : Praveen Kumar, T¹ (AUTHOR) ; Buvaanesh, R² (AUTHOR); Saimurugan, M³ (AUTHOR)

• Source: Journal of Low Frequency Noise, Vibration & Active Control. Sep2024, Vol. 43 Issue 3, p1363-1380. 18p.

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Performance Evaluation of Carrier-Frequency Offset as a Radiometric Fingerprint in Time-Varying Channels.

• Authors : Albehadili, Abdulsahib^1,2 (AUTHOR) ; Javaid, Ahmad Y.¹ (AUTHOR)

• Source: Sensors (14248220). Sep2024, Vol. 24 Issue 17, p5670. 11p.

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Channel Prediction for Underwater Acoustic Communication: A Review and Performance Evaluation of Algorithms.

• Authors : Liu, Haotian^1,2,3 (AUTHOR) ; Ma, Lu^1,2,3 (AUTHOR) ; Wang, Zhaohui⁴ (AUTHOR)

• Source: Remote Sensing. May2024, Vol. 16 Issue 9, p1546. 24p.

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Performance evaluation of brain state discrimination using near-infrared spectroscopy for brain-computer interface: an exploratory case study

• Authors : Akira Masuo; Takuto Sakuma; Shohei Kato

Subjects: brain-computer interface; near-infrared spectroscopy; machine learning

• Source: AIMS Bioengineering, Vol 11, Iss 2, Pp 173-184 (2024)

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Performance evaluation of seven multi-label classification methods on real-world patent and publication datasets

• Authors : Xu Shuo; Zhang Yuefu; An Xin

Subjects: multi-label classification; real-world datasets; hierarchical structure

• Source: Journal of Data and Information Science, Vol 9, Iss 2, Pp 81-103 (2024)

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Machine learning-based performance evaluation and sludge characterization studies of oxidized starch-aluminum electrode assisted by direct current treatment of dye laden wastewater

• Authors : P.C. Nnaji; C.S. Ume; R.U. Obasi

Subjects: Electro-chemical coagulation; Oxidized starch-aluminum electrode; Performance evaluation

• Source: Results in Engineering, Vol 20, Iss , Pp 101576- (2023)

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Comparison of Wave Prediction and Performance Evaluation in Korea Waters based on Machine Learning

• Authors : Heung Jin Park; Youn Joung Kang

Subjects: significant wave; wave prediction; machine learning

• Source: 한국해양공학회지, Vol 38, Iss 1, Pp 18-29 (2024)

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Machine Learning Regression Algorithms for Shear Strength Prediction of SFRC-DBs: Performance Evaluation and Comparisons.

• Authors : Maabreh, Majdi¹ (AUTHOR) ; Almasabha, Ghassan² (AUTHOR)

• Source: Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ). Apr2024, Vol. 49 Issue 4, p4711-4727. 17p.

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Performance evaluation of brain state discrimination using near-infrared spectroscopy for brain-computer interface: an exploratory case study.

• Authors : Masuo, Akira^1,2 (AUTHOR) ; Sakuma, Takuto² (AUTHOR); Kato, Shohei² (AUTHOR)

• Source: AIMS Bioengineering. 2024, Vol. 11 Issue 2, p1-12. 12p.

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