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Search: "[ author: 박상현 ]" (22)
    Generating Rank-Comparison Decision Rules with Variable Number of Genes for Cancer Classification
    Young Mi Yoon , Sang Jay Bien , Sang Hyun Park The KIPS Transactions:PartD, Vol. 15, No. 6, pp. 767-776, Dec. 2008
    10.3745/KIPSTD.2008.15.6.767


    Dynamic storage management for mobile platform based on the characteristics of mobile applications
    Yong Duck You , Sang Hyun Park , Hoon Choi The KIPS Transactions:PartA, Vol. 13, No. 7, pp. 561-572, Dec. 2006
    10.3745/KIPSTA.2006.13.7.561


    An Efficient Multi-Attribute Negotiation System using Learning Agents for Reciprocity
    Sang Hyun Park , Sung Bong Yang The KIPS Transactions:PartD, Vol. 11, No. 3, pp. 731-740, Jun. 2004
    10.3745/KIPSTD.2004.11.3.731


    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


    Shape-Based Subsequence Retrieval Supporting Multiple Models in Time-Series Databases
    Won Jeong Im , Yun Ji Hui , Kim Sang Ug , Park Sang Hyeon The KIPS Transactions:PartD, Vol. 10, No. 4, pp. 577-590, Aug. 2003
    10.3745/KIPSTD.2003.10.4.577


    Similarity-Based Subsequence Search in Image Sequence Databases
    In Bum Kim , Sang Hyun Park The KIPS Transactions:PartD, Vol. 10, No. 3, pp. 501-512, Jun. 2003
    10.3745/KIPSTD.2003.10.3.501


    An Index - Based Approach for Subsequence Matching Under Time Warping in Sequence Databases
    Sang Hyun Park, Sang Wook Kim, June Suh Cho, Heon Gil Lee The KIPS Transactions:PartD, Vol. 9, No. 2, pp. 173-184, Apr. 2002
    10.3745/KIPSTD.2002.9.2.173


    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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