HanJoon Kim

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HanJoon Kim

Professor

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1998 …2024

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  • 2024

    Univariate Time Series Data Correction Method using LSTM Autoencoder with Temporal Distance

    Yun, S. & Kim, H. J., 2024, 6th International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2024. Institute of Electrical and Electronics Engineers Inc., p. 648-652 5 p. (6th International Conference on Artificial Intelligence in Information and Communication, ICAIIC 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2023

    BAMTGAN: A Balanced Augmentation Technique for Tabular Data

    Jeong, J., Jeong, H. & Kim, H. J., 2023, 2023 9th International Conference on Applied System Innovation, ICASI 2023. Chang, S.-J., Young, S.-J., Lam, A. D.K.-T., Ji, L.-W. & Prior, S. D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 205-207 3 p. (2023 9th International Conference on Applied System Innovation, ICASI 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Multivariate Time-series Data Correction by combining Attention-based LSTM and GAN Model

    Jeong, H., Jeong, J., Chun, J. & Kim, H. J., 2023, 2023 9th International Conference on Applied System Innovation, ICASI 2023. Chang, S.-J., Young, S.-J., Lam, A. D.K.-T., Ji, L.-W. & Prior, S. D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 211-213 3 p. (2023 9th International Conference on Applied System Innovation, ICASI 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Tensor Space Model-based Textual Data Augmentation for Text Classification

    Chang, M. & Kim, H. J., 2023, Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J.C.-W. & Agrawal, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4276-4283 8 p. (Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2022

    An AutoEncoder-based Numerical Training Data Augmentation Technique

    Jeong, J., Jeong, H. & Kim, H. J., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5944-5951 8 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Deep Learning Models with Stratification-based Loss Function on Domain Knowledge-based Time series Data: Hypotension Prediction

    Jeong, H., Kim, J., Jeong, J. & Kim, H. J., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2765-2770 6 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2019

    Autoencoder-based One-class Classification Technique for Event Prediction

    Shin, S. Y. & Kim, H. J., 20 Sep 2019, CCIOT 2019 - 2019 4th International Conference on Cloud Computing and Internet of Things. Association for Computing Machinery, p. 54-58 5 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Machine Learning-based Automated Data Visualization: A Meta-feature Engineering Approach

    Choi, H. W., Shin, S. Y. & Kim, H. J., Oct 2019, Proceedings of the 2019 8th International Conference on Innovation, Communication and Engineering, ICICE 2019. Chang, S.-J., Young, S.-J., Lam, A. D.K.-T., Ji, L.-W., Lu, H.-Y. & Prior, S. D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 107-109 3 p. 9117537. (Proceedings of the 2019 8th International Conference on Innovation, Communication and Engineering, ICICE 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2018

    GAN-Based One-Class Classification for Personalized Image Retrieval

    Kim, S. H., Kim, H. J. & Kim, J. Y., 25 May 2018, Proceedings - 2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018. Institute of Electrical and Electronics Engineers Inc., p. 771-774 4 p. 8367227. (Proceedings - 2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    9 Scopus citations

  • Learning Dependence Representations with CNNs

    Kim, T. & Kim, H. J., 2 Jul 2018, 2018 IEEE Conference on Big Data and Analytics, ICBDA 2018. Institute of Electrical and Electronics Engineers Inc., p. 87-92 6 p. 8629670. (2018 IEEE Conference on Big Data and Analytics, ICBDA 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2017

    Semantic text classification with tensor space model-based naïve Bayes

    Kim, H. J., Kim, J. & Kim, J., 6 Feb 2017, 2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4206-4210 5 p. 7844892. (2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 - Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations
  • 2016

    A semantic search technique with Wikipedia-based text representation model

    Hong, K. J. & Kim, H. J., 2016, 2016 International Conference on Big Data and Smart Computing, BigComp 2016. Institute of Electrical and Electronics Engineers Inc., p. 177-182 6 p. 7425818. (2016 International Conference on Big Data and Smart Computing, BigComp 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Building concept graphs using wikipedia

    Lee, G. H., Hong, K. J. & Kim, H. J., 2016, Applied System Innovation - Proceedings of the International Conference on Applied System Innovation, ICASI 2015. Meen, T.-H., Prior, S. D. & Lam, A. D.K.-T. (eds.). CRC Press/Balkema, p. 187-191 5 p. (Applied System Innovation - Proceedings of the International Conference on Applied System Innovation, ICASI 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Enhanced document clustering using wikipedia-based document representation

    Hong, K. J., Lee, G. H. & Kim, H. J., 2016, Applied System Innovation - Proceedings of the International Conference on Applied System Innovation, ICASI 2015. Meen, T.-H., Prior, S. D. & Lam, A. D.K.-T. (eds.). CRC Press/Balkema, p. 183-186 4 p. (Applied System Innovation - Proceedings of the International Conference on Applied System Innovation, ICASI 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations
  • 2015

    Semantically enriching text representation model for document clustering

    Kim, H. J., Hong, K. J. & Chang, J. Y., 13 Apr 2015, 2015 Symposium on Applied Computing, SAC 2015. Shin, D. (ed.). Association for Computing Machinery, p. 922-925 4 p. (Proceedings of the ACM Symposium on Applied Computing; vol. 13-17-April-2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations
  • 2010

    Applying taxonomic knowledge and semantic collaborative filtering to personalized search: A bayesian belief network based approach

    Lee, J. W., Kim, H. J. & Lee, S. G., 2010, Advances in Web Technologies and Applications - Proceedings of the 12th Asia-Pacific Web Conference, APWeb 2010. p. 75-81 7 p. 5474150. (Advances in Web Technologies and Applications - Proceedings of the 12th Asia-Pacific Web Conference, APWeb 2010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Applying taxonomic knowledge to Bayesian belief network for personalized search

    Lee, J. W., Kim, H. J. & Lee, S. G., 2010, APPLIED COMPUTING 2010 - The 25th Annual ACM Symposium on Applied Computing. p. 1796-1801 6 p. (Proceedings of the ACM Symposium on Applied Computing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Building concept network-based user profile for personalized web search

    Kim, H. J., Lee, S., Lee, B. & Kang, S., 2010, Proceedings - 9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2010. p. 567-572 6 p. 5591001. (Proceedings - 9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    20 Scopus citations

  • Intelligent data prefetching for hybrid flash-disk storage using sequential pattern mining technique

    Yoon, U. K., Kim, H. J. & Chang, J. Y., 2010, Proceedings - 9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2010. p. 280-285 6 p. 5590534. (Proceedings - 9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations
  • 2009

    Collective intelligence-based web page search: Combining folksonomy and link-based ranking strategy

    Zhang, T., Lee, B., Kang, S., Kim, H. & Kim, J., 2009, Proceedings - IEEE 9th International Conference on Computer and Information Technology, CIT 2009. p. 166-171 6 p. 5329125. (Proceedings - IEEE 9th International Conference on Computer and Information Technology, CIT 2009; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Improving hybrid flash-disk storage by incorporating sequential pattern mining into fully-associative sector translation†

    Yoon, U. K. & Kim, H. J., 2009, Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009 - 7th IEEE/IFIP International Conference on Embedded and Ubiquitous Computing, EUC 2009. p. 189-196 8 p. 5284224. (Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2008

    Design of question answering system with automated question generation

    Kim, M. K. & Kim, H. J., 2008, Proceedings - 4th International Conference on Networked Computing and Advanced Information Management, NCM 2008. p. 365-368 4 p. 4624170. (Proceedings - 4th International Conference on Networked Computing and Advanced Information Management, NCM 2008; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    19 Scopus citations

  • News keyword extraction for topic tracking

    Lee, S. & Kim, H. J., 2008, Proceedings - 4th International Conference on Networked Computing and Advanced Information Management, NCM 2008. p. 554-559 6 p. 4624203. (Proceedings - 4th International Conference on Networked Computing and Advanced Information Management, NCM 2008; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    85 Scopus citations
  • 2007

    Integrating incremental feature weighting into naïve bayes text classifier

    Kim, H. J. & Chang, J., 2007, Proceedings of the Sixth International Conference on Machine Learning and Cybernetics, ICMLC 2007. p. 1137-1143 7 p. 4370315. (Proceedings of the Sixth International Conference on Machine Learning and Cybernetics, ICMLC 2007; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations
  • 2006

    On text mining algorithms for automated maintenance of hierarchical knowledge directory

    Kim, H. J., 2006, Knowledge Science, Engineering and Management - First International Conference, KSEM 2006, Proceedings. Springer Verlag, p. 202-214 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4092 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2005

    Promoting the Application Service Provision (ASP) model

    Kim, H. J. & Paek, K. H., 2005, Proceedings - International Workshop on Data Engineering Issues in E-Commerce, DEEC 2005. p. 95-99 5 p. 1517703. (Proceedings - International Workshop on Data Engineering Issues in E-Commerce, DEEC 2005; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2003

    Improving Naïve Bayes text classifier with modified EM algorithm

    Kim, H. J. & Chang, J. Y., 2003, Foundations of Intelligent Systems - 14th International Symposium, ISMIS 2003, Proceedings. Zhong, N., Ras, Z. W., Tsumoto, S. & Suzuki, E. (eds.). Springer Verlag, p. 326-333 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2871).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 1998

    Collaborative workspace for multimedia medical conferencing

    Kim, H. J., Park, E. S., Lee, S. G. & Shin, Y. G., 1998, MedInfo 1998 - 9th World Congress on Medical Informatics. IOS Press, p. 322-326 5 p. (Studies in Health Technology and Informatics; vol. 52).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review