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Search: "[ keyword: Machine Learning ]" (82)
    Predicting Win-Loss of League of Legends Using Bidirectional LSTM Embedding
    Cheolgi Kim, Soowon Lee KIPS Transactions on Software and Data Engineering, Vol. 9, No. 2, pp. 61-68, Feb. 2020
    https://doi.org/10.3745/KTSDE.2020.9.2.61
    Keywords: League of Legends, Win-Loss Prediction, Machine Learning, Neural Network, LSTM


    Generating Training Dataset of Machine Learning Model for Context-Awareness in a Health Status Notification Service
    Jong Hyeok Mun, Jong Sun Choi, Jae Young Choi KIPS Transactions on Software and Data Engineering, Vol. 9, No. 1, pp. 25-32, Jan. 2020
    https://doi.org/10.3745/KTSDE.2020.9.1.25
    Keywords: context-awareness, Machine Learning Model, Generating Training Dataset, Maintaining Accuracy


    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


    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


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