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Search: "[ author: Mi-Hwa Song ]" (2)

A Study on the Optimization of Fire Awareness Model Based on Convolutional Neural Network: Layer Importance Evaluation-Based Approach

Won Jin, Mi-Hwa Song The Transactions of the Korea Information Processing Society, Vol. 13, No. 9, pp. 444-452, Sep. 2024

https://doi.org/10.3745/TKIPS.2024.13.9.444
Keywords: Layer Importance Evaluation, transfer learning model, CNN Optimization, Real-Time Fire Detection, Contribution

Leased Line Traffic Prediction Using a Recurrent Deep Neural Network Model

In-Gyu Lee, Mi-Hwa Song KIPS Transactions on Software and Data Engineering, Vol. 10, No. 10, pp. 391-398, Oct. 2021

https://doi.org/10.3745/KTSDE.2021.10.10.391
Keywords: Leased Line, Traffic Modeling, time series analysis, Deep Learning, RNN, LSTM

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