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Search: "[ keyword: prediction ]" (84)
    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


    Implementation of Prototype for a Protein Motif Prediction and Update
    Gi Young Noh , Muon Shik Kim , Bum Ju Lee , Sang Tae Lee , Keun Ho Ryu The KIPS Transactions:PartD, Vol. 11, No. 4, pp. 845-854, Aug. 2004
    10.3745/KIPSTD.2004.11.4.845


    A Software Quality Prediction Model Without Training Data Set
    Hong Ui Seog The KIPS Transactions:PartD, Vol. 10, No. 4, pp. 689-696, Aug. 2003
    10.3745/KIPSTD.2003.10.4.689


    Implementation of Protein Motif Prediction System Using integrated Motif Resources
    Lee Beom Ju , Choe Eun Seon , Lyu Geun Ho The KIPS Transactions:PartD, Vol. 10, No. 4, pp. 679-688, Aug. 2003
    10.3745/KIPSTD.2003.10.4.679


    A Protein Sequence Prediction Method by Mining Sequence Data
    Sun I Cho , Do Heon Lee , Kwang Hwi Cho , Yong Gwan Won , Byoung Ki Kim The KIPS Transactions:PartD, Vol. 10, No. 2, pp. 261-266, Apr. 2003
    10.3745/KIPSTD.2003.10.2.261


    Prediction of Forest Fire Hazardous Area Using Predictive Spatial Data Mining
    Jong Gyu Han , Yeon Kwang Yeon , Kwang Hoon Chi , Keun Ho Ryu The KIPS Transactions:PartD, Vol. 9, No. 6, pp. 1119-1126, Dec. 2002
    10.3745/KIPSTD.2002.9.6.1119


    A Deep Learning-Based Real-Time Vehicle Stop Prediction Method Using Velocity Trend Regression
    Seung Hwan Cheon, Soo Hyung Kim The Transactions of the Korea Information Processing Society, Vol. 14, No. 8, pp. 617-626, Aug. 2025
    https://doi.org/10.3745/TKIPS.2025.14.8.617
    Keywords: Illegal parking, Backstreets, object tracking, Vehicle stopping, stop prediction


    Multi-Modal Deep Learning for COVID-19 Severity Assessment via Gene Expression and Clinical Data Integration
    Soojung Ha, Juho Park, Kyuri Jo The Transactions of the Korea Information Processing Society, Vol. 14, No. 7, pp. 548-554, Jul. 2025
    https://doi.org/10.3745/TKIPS.2025.14.7.548
    Keywords: Multi-Modal Deep Learning, COVID-19 Severity Prediction, Gene Expression Analysis, Clinical Data


    A Study on Machine Learning -based River Water Level Prediction Model for Flood Prevention
    DeokHyun You, Heesun Roh, Suyeon Lim, Seongbok Baik, Yong-Geun Hong The Transactions of the Korea Information Processing Society, Vol. 14, No. 6, pp. 431-450, Jun. 2025
    https://doi.org/10.3745/TKIPS.2025.14.6.431
    Keywords: River Water Level Prediction, Flood Prediction, Machine Learning-based Predcition Models


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