Search Results - "Mun, Jongmin"
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Prediction of Forest Fire Risk for Artillery Military Training using Weighted Support Vector Machine for Imbalanced Data
Published in Journal of classification (01-03-2024)“…Since the 1953 truce, the Republic of Korea Army (ROKA) has regularly conducted artillery training, posing a risk of wildfires — a threat to both the…”
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In-vivo integration of soft neural probes through high-resolution printing of liquid electronics on the cranium
Published in Nature communications (27-02-2024)“…Current soft neural probes are still operated by bulky, rigid electronics mounted to a body, which deteriorate the integrity of the device to biological…”
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Weighted support vector machine for extremely imbalanced data
Published in Computational statistics & data analysis (01-03-2025)“…Based on an asymptotically optimal weighted support vector machine (SVM) that introduces label shift, a systematic procedure is derived for applying…”
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Sex differences in autism spectrum disorder using class imbalance adjusted functional connectivity
Published in NeuroImage (Orlando, Fla.) (01-11-2024)Get full text
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Minimax Optimal Two-Sample Testing under Local Differential Privacy
Published 13-11-2024“…We explore the trade-off between privacy and statistical utility in private two-sample testing under local differential privacy (LDP) for both multinomial and…”
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