Digital Library

Search: "[ keyword: PRED ]" (116)
    A Design of SOA-based Data Integration Framework for Effective Spatial Data Mining
    Il Hwan Moon , Hwan Hur , Sam Keun Kim The KIPS Transactions:PartD, Vol. 18, No. 5, pp. 385-392, Oct. 2011
    10.3745/KIPSTD.2011.18.5.385


    Sequential Pattern Mining with Optimization Calling MapReduce Function on MapReduce Framework
    Jin Hyun Kim , Kyu Seok Shim The KIPS Transactions:PartD, Vol. 18, No. 2, pp. 81-88, Apr. 2011
    10.3745/KIPSTD.2011.18.2.81


    An Experimental Study of Generality of Software Defects Prediction Models based on Object Oriented Metrics
    Tae Yeon Kim , Yun Kyu Kim , Heung Seok Chae The KIPS Transactions:PartD, Vol. 16, No. 3, pp. 407-416, Jun. 2009
    10.3745/KIPSTD.2009.16.3.407


    Active Adjustment: An Approach for Improving the Search Performance of the TPR-tree
    Sang Wook Kim , Min Hee Jang , Sung Chae Lim The KIPS Transactions:PartD, Vol. 15, No. 4, pp. 451-462, Aug. 2008
    10.3745/KIPSTD.2008.15.4.451


    Efficient Evaluation of Shared Predicates for XForms Page Access Control
    Eun Jung Lee The KIPS Transactions:PartD, Vol. 15, No. 4, pp. 441-450, Aug. 2008
    10.3745/KIPSTD.2008.15.4.441


    Kalman filter based Motion Vector Recovery for H.264
    Ki Hong Ko , Seong Whan Kim The KIPS Transactions:PartD, Vol. 14, No. 7, pp. 801-808, Dec. 2007
    10.3745/KIPSTD.2007.14.7.801


    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


    Study of Pattern Compression based Big Data Processing System for Large Scale Log Data Analysis
    Wonjib Kim, Hayoon Kim, Hyeopgeon Lee, Young-Woon Kim The Transactions of the Korea Information Processing Society, Vol. 14, No. 4, pp. 265-272, Apr. 2025
    https://doi.org/10.3745/TKIPS.2025.14.4.265
    Keywords: Big data, Big Data Processing Techniques, Patterned Structure Compression, Hadoop distributed file system, MapReduce


    Solar Power Generation Forecasting using a Hybrid LSTM-Linear Model with Multi-Head Attention
    Hyeonseok Jin, David J. Richter, MD Ilias Bappi, Kyungbaek Kim The Transactions of the Korea Information Processing Society, Vol. 14, No. 2, pp. 123-133, Feb. 2025
    https://doi.org/10.3745/TKIPS.2025.14.2.123
    Keywords: Solar Power Prediction, Power generation, prediction, Time Series, Deep Learning


    Development of a Model for Predicting the Severity of Traffic Accidents and Analysis of Accident Factors based on Machine Learning
    Kim Jung Hyuk, Cho Nam Wook The Transactions of the Korea Information Processing Society, Vol. 14, No. 2, pp. 72-81, Feb. 2025
    https://doi.org/10.3745/TKIPS.2025.14.2.72
    Keywords: Machine Learning, Big data, Traffic Accident, Severity Prediction, Accident Factors


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