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Search: "[ keyword: Machine Learning ]" (74)
    Development of Joint-Based Motion Prediction Modelfor Home Co-Robot Using SVM
    Sungyeob Yoo, Dong-Yeon Yoo, Ye-Seul Park, Jung-Won Lee KIPS Transactions on Software and Data Engineering, Vol. 8, No. 12, pp. 491-498, Dec. 2019
    https://doi.org/10.3745/KTSDE.2019.8.12.491
    Keywords: Machine Learning, IoT, Digital Twin, Big data, Co-Robot


    Network Intrusion Detection System Using Feature Extraction Based on AutoEncoder in IOT environment
    Joohwa Lee, Keehyun Park KIPS Transactions on Software and Data Engineering, Vol. 8, No. 12, pp. 483-490, Dec. 2019
    https://doi.org/10.3745/KTSDE.2019.8.12.483
    Keywords: NIDS, IoT, Unsupervised learning, Machine Learning, Autoencoder


    A Study on Machine Learning Algorithm Suitable for Automatic Crack Detection in Wall-Climbing Robot
    Jae-Min Park, Hyun-Seop Kim, Dong-Ho Shin, Myeong-Suk Park, Sang-Hoon Kim KIPS Transactions on Software and Data Engineering, Vol. 8, No. 11, pp. 449-456, Nov. 2019
    https://doi.org/10.3745/KTSDE.2019.8.11.449
    Keywords: Wall-Climbing Robot, Crack Detection Algorithms, Machine Learning, localization


    Analysis of Sentential Paraphrase Patterns and Errors through Predicate-Argument Tuple-based Approximate Alignment
    Sung Pil Choi , Sa Kwang Song , Sung Hyon Myaeng The KIPS Transactions:PartB , Vol. 19, No. 2, pp. 135-148, Apr. 2012
    10.3745/KIPSTB.2012.19.2.135


    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


    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


    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


    Ensemble Learning of Region Based Classifiers
    Sung Ha Choi , Byung Woo Lee , Ji Hoon Yang The KIPS Transactions:PartB , Vol. 14, No. 4, pp. 303-310, Aug. 2007
    10.3745/KIPSTB.2007.14.4.303