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Search: "[ keyword: Support Vector Machine ]" (19)
    Improving Learning Performance of Support Vector Machine using the Kernel Relaxation and the Dynamic Momentum
    Eun Mi Kim , Bae Ho Lee The KIPS Transactions:PartB , Vol. 9, No. 6, pp. 735-744, Dec. 2002
    10.3745/KIPSTB.2002.9.6.735


    An Energy Consumption Prediction Model for Smart Factory Using Data Mining Algorithms
    Sathishkumar V E, Myeongbae Lee, Jonghyun Lim, Yubin Kim, Changsun Shin, Jangwoo Park, Yongyun Cho KIPS Transactions on Software and Data Engineering, Vol. 9, No. 5, pp. 153-160, May. 2020
    https://doi.org/10.3745/KTSDE.2020.9.5.153  
    Keywords: energy consumption, Data Mining, Random Forest, linear regression, Gradient Boosting Machine, Support Vector Machine


    Hybrid Learning Algorithm for Improving Performance of Regression Support Vector Machine
    Yong Hyun Cho, Chang Hwan Park, Yong Su park The KIPS Transactions:PartB , Vol. 8, No. 5, pp. 477-484, Oct. 2001
    10.3745/KIPSTB.2001.8.5.477


    Mortality Prediction of Older Adults Admitted to the Emergency Department
    Junhyeok Park, Songwook Lee KIPS Transactions on Software and Data Engineering, Vol. 7, No. 7, pp. 275-280, Jul. 2018
    10.3745/KTSDE.2018.7.7.275
    Keywords: Mortality Prediction, Support Vector Machine, Artificial neural network, Deep Learning


    Outside Temperature Prediction Based on Artificial Neural Network for Estimating the Heating Load in Greenhouse
    Kim Sang Yeob, Park Kyoung Sub, Ryu Keun Ho KIPS Transactions on Software and Data Engineering, Vol. 7, No. 4, pp. 129-134, Apr. 2018
    10.3745/KTSDE.2018.7.4.129
    Keywords: Artificial neural network, Facility Horticulture, Heating Load, Regression, Support Vector Machine


    Word Sense Classification Using Support Vector Machines
    Park Jun Hyeok, Lee Songwook KIPS Transactions on Software and Data Engineering, Vol. 5, No. 11, pp. 563-568, Nov. 2016
    10.3745/KTSDE.2016.5.11.563
    Keywords: Word Sense Disambiguation, Muliti-Class Classification, Word Embedding, Support Vector Machine


    Korean Semantic Role Labeling Based on Suffix StructureAnalysis and Machine Learning
    Miran Seok, Yu-Seop Kim KIPS Transactions on Software and Data Engineering, Vol. 5, No. 11, pp. 555-562, Nov. 2016
    10.3745/KTSDE.2016.5.11.555
    Keywords: Semantic Role Labeling, Suffix Structure Analysis, Josa, Eomi, Machine Learning, Support Vector Machine, Conditional Random Fields


    Facial Expression Recognition Using SIFT Descriptor
    Dong Ju Kim , Sang Heon Lee , Myoung Kyu Sohn KIPS Transactions on Software and Data Engineering, Vol. 5, No. 2, pp. 89-94, Feb. 2016
    10.3745/KTSDE.2016.5.2.89


    Counterfeit Money Detection Algorithm using Non-Local Mean Value and Support Vector Machine Classifier
    Hae Yeoun Lee , Sang Keun Ji KIPS Transactions on Software and Data Engineering, Vol. 2, No. 1, pp. 55-64, Jan. 2013
    10.3745/KTSDE.2013.2.1.55


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