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Search: "[ author: Taeho Im ]" (3)

1. A Method for Progressive Accumulative Data-Free Pruning and Restoration of Convolutional Neural Networks

Yeje Choi, Kyoungwon Park, Juhyoung Sung, Kiwon Kwon, Byoungchul Song, Taeho Im, Vol. 26, No. 6, pp. 109-120, Dec. 2025
10.7472/jksii.2025.26.6.109
Keywords: Network Pruning, filter pruning, Data-free Restoration, Structured pruning, edge AI
2. A Study on Time-Series Prediction of Restoring Arm (GZ) and Risk Assessment Using Multi-DOF Ship Motion Data

Hyungtak Ju, Kyoungwon Park, Juhyoung Sung, Kiwon Kwon, Byoungchul Song, Taeho Im, Vol. 26, No. 5, pp. 65-74, Oct. 2025
10.7472/jksii.2025.26.5.65
Keywords: Ship Stability, Ship Safety, Time-Series Forecasting, Transformer-based Models
3. A study on machine learning-based anomaly detection algorithm using current data of fish-farm pump motor

Sae-yong Park, Tae Uk chang, Taeho Im, Vol. 24, No. 2, pp. 37-45, Apr. 2023
10.7472/jksii.2023.24.2.37
Keywords: Recirculating aquaculture system, electric pump, current, Anomaly Detection, ADTK