Digital Library

Search: "[ keyword: PRED ]" (119)
    A Study for Enhancing the Criterion of the Software Cost Estimation
    Kwon Ki-Tae, Byun Boon-Hee The KIPS Transactions:PartD, Vol. 13, No. 6, pp. 715-822, Oct. 2006
    http://dx.doi.org/10.3745/KIPSTD.2006.13D.6.815
    Keywords: Software Cost Estimation, Criterions of the Software Cost Estimation, Function Point, Value Adjustment Factor, MMRE, PRED


    Dangerous Area Prediction Technique for Preventing Disaster based on Outside Sensor Network
    Jung Young-Jin, Kim Hak-Cheol, Ryu Keun-Ho The KIPS Transactions:PartD, Vol. 13, No. 6, pp. 775-788, Oct. 2006
    http://dx.doi.org/10.3745/KIPSTD.2006.13D.6.775
    Keywords: Prevention of Disasters, Sensor network, Disaster Prevention System, Dangerous Area Prediction, Stream Processing


    Load Shedding via Predicting the Frequency of Tuple for Efficient Analsis over Data Streams
    Chang Joong-Hyuk The KIPS Transactions:PartD, Vol. 13, No. 6, pp. 755-764, Oct. 2006
    http://dx.doi.org/10.3745/KIPSTD.2006.13D.6.755
    Keywords: data stream, load shedding, Significant Tuple, Prediction of Frequency


    Software Defect Prediction Based on SAINT
    Sriman Mohapatra, Eunjeong Ju, Jeonghwa Lee, Duksan Ryu The Transactions of the Korea Information Processing Society, Vol. 13, No. 5, pp. 236-242, May. 2024
    https://doi.org/10.3745/TKIPS.2024.13.5.236
    Keywords: Transformer, SAINT, Software Defect Prediction


    Evaluating the Efficiency of Models for Predicting Seismic Building Damage
    Chae Song Hwa, Yujin Lim The Transactions of the Korea Information Processing Society, Vol. 13, No. 5, pp. 217-220, May. 2024
    https://doi.org/10.3745/TKIPS.2024.13.5.217  
    Keywords: Earthquake, Earthquake Damage Prediction, Machine Learning(ml)


    Sentiment Analysis of News Based on Generative AI and Real Estate Price Prediction: Application of LSTM and VAR Models
    Sua Kim, Mi Ju Kwon, Hyon Hee Kim The Transactions of the Korea Information Processing Society, Vol. 13, No. 5, pp. 209-216, May. 2024
    https://doi.org/10.3745/TKIPS.2024.13.5.209
    Keywords: Generated AI, Prediction of Real Estate Price, News Sentiment Index, Multi-head Attention LSTM, Vetor Auto Regression


    Analyzing the Impact of Multivariate Inputs on Deep Learning-Based Reservoir Level Prediction and Approaches for Mid to Long-Term Forecasting
    Hyeseung Park, Jongwook Yoon, Hojun Lee, Hyunho Yang The Transactions of the Korea Information Processing Society, Vol. 13, No. 4, pp. 199-207, Apr. 2024
    https://doi.org/10.3745/TKIPS.2024.13.4.199
    Keywords: Reservoir Water Level Prediction, Fully Connected Neural Network, Multivariate Inputs


    Autoencoder Based N-Segmentation Frequency Domain Anomaly Detection for Optimization of Facility Defect Identification
    Kichang Park, Yongkwan Lee The Transactions of the Korea Information Processing Society, Vol. 13, No. 3, pp. 130-139, Mar. 2024
    https://doi.org/10.3745/TKIPS.2024.13.3.130
    Keywords: Anomaly Detection, Prediction Maintenance, Autoencoder, Unsupervised learning, Frequency Domain


    An XML-Based Analysis Tool for Gene Prediction Results
    Jin Hong Kim , Sang Hee Byun , Myung Joon Lee , Yang Su Park The KIPS Transactions:PartD, Vol. 12, No. 5, pp. 755-764, Oct. 2005
    10.3745/KIPSTD.2005.12.5.755


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