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Search: "[ author: Sanghyun Park ]" (4)
    De Novo Drug Design Using Self-Attention Based Variational Autoencoder
    Piao Shengmin, Jonghwan Choi, Sangmin Seo, Kyeonghun Kim, Sanghyun Park KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 11-18, Jan. 2022
    https://doi.org/10.3745/KTSDE.2022.11.1.11  
    Keywords: De Novo Drug Design, SMILES, Deep Learning, self-attention, Variational AutoEncoder


    A Node2Vec-Based Gene Expression Image Representation Method for Effectively Predicting Cancer Prognosis
    Jonghwan Choi, Sanghyun Park KIPS Transactions on Software and Data Engineering, Vol. 8, No. 10, pp. 397-402, Oct. 2019
    10.3745/KTSDE.2019.8.10.397  
    Keywords: Bioinformatics, Gene Expression, Node2Vec, Cancer Prognostic Prediction, Personalized Medicine


    A Survey on Neural Networks Using Memory Component
    Jihwan Lee, Jinuk Park, Jaehyung Kim, Jaein Kim, Hongchan Roh, Sanghyun Park KIPS Transactions on Software and Data Engineering, Vol. 7, No. 8, pp. 307-324, Aug. 2018
    10.3745/KTSDE.2018.7.8.307
    Keywords: Recurrent Neural Networks, Memory-Augmented Neural Networks, Memory Component, Memory Networks, Neural Turing Machines, Stack-Augmented Neural Networks


    A Study on Prediction of Attendance in Korean Baseball League Using Artificial Neural Network
    Jinuk Park, Sanghyun Park KIPS Transactions on Software and Data Engineering, Vol. 6, No. 12, pp. 565-572, Dec. 2017
    10.3745/KTSDE.2017.6.12.565
    Keywords: Artificial neural network, Korean Baseball League, Attendance, Hyperparameter, Grid Search, MAPE


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