Digital Library

Search: "[ keyword: Neural Networks ]" (21)
    Localization using Neural Networks and Push-Pull Estimation based on RSS from AP to Mobile Device
    Seong Jin Cho , Sung Young Lee The KIPS Transactions:PartD, Vol. 19, No. 3, pp. 237-246, Jun. 2012
    10.3745/KIPSTD.2012.19.3.237


    A Two-Phase Hybrid Stock Price Forecasting Model: Cointegration Tests and Artificial Neural Networks
    Yu Jin Oh , Yu Seop Kim The KIPS Transactions:PartB , Vol. 14, No. 7, pp. 531-540, Dec. 2007
    10.3745/KIPSTB.2007.14.7.531


    Cox Model Improvement Using Residual Blocks in Neural Networks: A Study on the Predictive Model of Cervical Cancer Mortality
    Nang Kyeong Lee, Joo Young Kim, Ji Soo Tak, Hyeong Rok Lee, Hyun Ji Jeon, Jee Myung Yang, Seung Won Lee The Transactions of the Korea Information Processing Society, Vol. 13, No. 6, pp. 260-268, Jun. 2024
    https://doi.org/10.3745/TKIPS.2024.13.6.260
    Keywords: Cervical cancer, Survival Prediction Model, Cox Proportional Hazards, Machine Learning, Deep Neural Networks, ResNet


    The Parallel ANN(Artificial Neural Network) Simulator using Mobile Agent
    Yong Man Cho , Tae Won Kang The KIPS Transactions:PartB , Vol. 13, No. 6, pp. 615-624, Dec. 2006
    10.3745/KIPSTB.2006.13.6.615


    Fake News Detection Using CNN-based Sentiment Change Patterns
    Tae Won Lee, Ji Su Park, Jin Gon Shon KIPS Transactions on Software and Data Engineering, Vol. 12, No. 4, pp. 179-188, Apr. 2023
    https://doi.org/10.3745/KTSDE.2023.12.4.179
    Keywords: Convolutional neural networks, Sentiment Change Patterns, fake news


    Dynamic Web Recommendation Method Using Hybrid SOM
    Kyung Bae Yoon , Chang Hee Park The KIPS Transactions:PartB , Vol. 11, No. 4, pp. 471-476, Aug. 2004
    10.3745/KIPSTB.2004.11.4.471


    Temporal Fusion Transformers and Deep Learning Methodsfor Multi-Horizon Time Series Forecasting
    InKyung Kim, DaeHee Kim, Jaekoo Lee KIPS Transactions on Software and Data Engineering, Vol. 11, No. 2, pp. 81-86, Feb. 2022
    https://doi.org/10.3745/KTSDE.2022.11.2.81
    Keywords: Time Series, Multi-variate Data Analysis, Multi-horizon Forecasting, Deep Learning, Neural Networks


    Distracted Driver Detection and Characteristic Area Localization by Combining CAM-Based Hierarchical and Horizontal Classification Models
    Sooyeon Go, Yeongwoo Choi KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 439-448, Nov. 2021
    https://doi.org/10.3745/KTSDE.2021.10.11.439  
    Keywords: Distracted Driver Detection, Convolutional neural networks, Class Activation Maps, Attention Area Localization


    Machine Printed Character Recognition Based on the Combination of Recognition Units Using Multiple Neural Networks
    Im Gil Taeg , Kim Ho Yeon , Nam Yun Seog The KIPS Transactions:PartB , Vol. 10, No. 7, pp. 777-784, Dec. 2003
    10.3745/KIPSTB.2003.10.7.777


    Performance Improvement of Independent Component Analysis by Fixed-point Algorithm of Adaptive Learning Parameters
    Jo Yong Hyeon , Min Seong Jae The KIPS Transactions:PartB , Vol. 10, No. 4, pp. 397-402, Aug. 2003
    10.3745/KIPSTB.2003.10.4.397


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