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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Junho Sohn

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2 papers indexed here

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Aug 2026

Generative Latent Space Modeling of Stamping Sound for Anomaly Detection and Predictive Maintenance

Operational condition monitoring for predictive maintenance is crucial to enable early detection of abnormal behavior and prevention of costly downtime. In industry settings, normal operation data are abundant, whereas abnormal or failure data are rarely available, limiting the development of reliable data-driven dia...

Y. Sim, Eunseob Kim, Junho Sohn et al. · 0 citations
#artificial intelligence Preprint Dec 2025

Enhancing knowledge tracing robustness for new question cold start in Intelligent Tutoring Systems

PICKT is designed, which integrates multiple types of features, and examines which feature contributes to robustness under the question cold start situation, suggesting that maintaining KT robustness in ITS applications requires prioritization of feature annotation aligned with the characteristics of educational servic...

Wonbeen Lee, Channyoung Lee, Junho Sohn et al. · 1 citation

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