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Nathaniel Kang

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2020 – today

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2026
[j5]
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Nathaniel Kang, Hyun Hak Kim, Jongho Im:
Generalized additive models for mixed-data regression using informal data. Appl. Soft Comput. 186: 114082 (2026)
[j4]
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Nathaniel Kang, Kibok Lee, Jongho Im:
Calibrated mixup for imbalanced regression on tabular data. Pattern Recognit. 172: 112610 (2026)
2025
[j3]
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Nathaniel Kang, Jongho Im:
Re-Sampling Calibrated SNN Loss: A Robust Approach to Non-IID Data in Federated Learning. Expert Syst. J. Knowl. Eng. 42(11) (2025)
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Nathaniel Kang, Yugyeong Lim, Jongho Im:
Optimizing Federated Learning: Addressing Key Challenges in Real-World Applications. IEEE Internet Things J. 12(12): 19065-19089 (2025)
[j1]
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Nathaniel Kang, Dongeun Min, Yonghun Cho, Dong-Whan Ko, Hyun Hak Kim, Joon Yeon Choeh, Jongho Im:
Online News-Based Economic Sentiment Index. IEEE Trans. Big Data 11(3): 1464-1474 (2025)
2024
[c1]
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Nathaniel Kang, Yugyeong Lim, Jongho Im:
Overcoming Data Imbalance in Federated Learning with Calibration Weighting. IEEE Big Data 2024: 7832-7841

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