Digital Library


Search: "[ keyword: Machine Learning ]" (57)
    A Reinforcement Learning Approach to Collaborative Filtering Considering Time-sequence of Ratings
    Jung Kyu Lee , Byong Hwa Oh , Ji Hoon Yang The KIPS Transactions:PartB , Vol. 19, No. 1, pp. 31-36, Feb. 2012
    10.3745/KIPSTB.2012.19.1.31

    Terminology Recognition System based on Machine Learning for Scientific Document Analysis
    Yun Soo Choi , Sa Kwang Song , Hong Woo Chun , Chang Hoo Jeong , Sung Pil Choi The KIPS Transactions:PartD, Vol. 18, No. 5, pp. 329-338, Oct. 2011
    10.3745/KIPSTD.2011.18.5.329

    Gradient Descent Approach for Value-Based Weighting
    Chang Hwan Lee , Joo Hyun Bae The KIPS Transactions:PartB , Vol. 17, No. 5, pp. 381-388, Oct. 2010
    10.3745/KIPSTB.2010.17.5.381

    Construction Scheme of Training Data using Automated Exploring of Boundary Categories
    Yun Jeong Choi , Jeong Gyu Jee , Seung Soo Park The KIPS Transactions:PartB , Vol. 16, No. 6, pp. 479-488, Dec. 2009
    10.3745/KIPSTB.2009.16.6.479

    Estimation of software project effort with genetic algorithm and support vector regression
    Ki Tae Kwon , Soo Kwon Park The KIPS Transactions:PartD, Vol. 16, No. 5, pp. 729-736, Oct. 2009
    10.3745/KIPSTD.2009.16.5.729

    Performance Improvement of Feature Selection Methods based on Bio-Inspired Algorithms
    Chul Mim Yun , Ji Hoon Yang The KIPS Transactions:PartB , Vol. 15, No. 4, pp. 331-340, Aug. 2008
    10.3745/KIPSTB.2008.15.4.331

    Efficient Learning and Classification for Vehicle Type using Moving Cast Shadow Elimination in Vehicle Surveillance Video
    Wook Sun Shin , Chang Hoon Lee The KIPS Transactions:PartB , Vol. 15, No. 1, pp. 1-8, Feb. 2008
    10.3745/KIPSTB.2008.15.1.1

    A Machine Learning Model for Rapid Prediction of Smart Media Addiction Tendencies Based on Survey Data
    Hong Seung Hyeon, Kwon Gi Hyuk, Lee Seo Jin, Kim Jongwan The Transactions of the Korea Information Processing Society, Vol. 14, No. 5, pp. 297-304, May. 2025
    https://doi.org/10.3745/TKIPS.2025.14.5.297
    Keywords: Smart Media, Smart Media Addiction, Machine Learning, Artificial intelligence, Counseling Psychology

    Transformer-based Short-term Drought Prediction with Feature Selection
    Seo Jae Hyun The Transactions of the Korea Information Processing Society, Vol. 14, No. 4, pp. 282-288, Apr. 2025
    https://doi.org/10.3745/TKIPS.2025.14.4.282
    Keywords: Short-term Drought Prediction, Deep Learning, Machine Learning, Feature selection

    Keyword Advertising Cost Prediction Using Crawling and Machine Learning Techniques
    Kyungmin Jeon, Jaeyoung Lim, Sunghyun Kim, Hyunseo Cho, Daesik Jung, Jongwon Kim, Younggi Song, Kyungsoo Kim The Transactions of the Korea Information Processing Society, Vol. 14, No. 4, pp. 248-256, Apr. 2025
    https://doi.org/10.3745/TKIPS.2025.14.4.248
    Keywords: Advertising Expenses, keyword, Crawling, Machine Learning