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Search: "[ keyword: 기계학습 ]" (50)
    Prediction Model for Hypertriglyceridemia Based on Naive Bayes Using Facial Characteristics
    Lee Juwon, Lee Bum Ju KIPS Transactions on Software and Data Engineering, Vol. 8, No. 11, pp. 433-440, Nov. 2019
    https://doi.org/10.3745/KTSDE.2019.8.11.433
    Keywords: Machine Learning, Facial Characteristics, Hypertriglyceridemia, Predictive model


    A Study on the Comparison of Learning Performance in Capsule Endoscopy by Generating of PSR-Weigted Image
    Changnam Lim, Ye-Seul Park, Jung-Won Lee KIPS Transactions on Software and Data Engineering, Vol. 8, No. 6, pp. 251-256, Jun. 2019
    https://doi.org/10.3745/KTSDE.2019.8.6.251
    Keywords: Machine Learning, Diagnostic Assistant, Medical Lmages, Capsule Endoscopy


    Performance Comparison of Machine Learning Algorithms for TAB Digit Recognition
    Jaehyeok Heo, Hyunjung Lee, Doosung Hwang KIPS Transactions on Software and Data Engineering, Vol. 8, No. 1, pp. 19-26, Jan. 2019
    https://doi.org/10.3745/KTSDE.2019.8.1.19
    Keywords: Digit Recognition, Machine Learning, Prototype Selection, image processing, Cross-Validation


    Prediction of Cryptocurrency Price Trend Using Gradient Boosting
    Joo-Seong Heo, Do-Hyung Kwon, Ju-Bong Kim, Youn-Hee Han, Chae-Hun An KIPS Transactions on Software and Data Engineering, Vol. 7, No. 10, pp. 387-396, Oct. 2018
    10.3745/KTSDE.2018.7.10.387
    Keywords: Price Prediction, Cryptocurrency, Machine Learning, Supervised Learning, Gradient Boosting


    Logistic Regression Ensemble Method for Extracting Significant Information from Social Texts
    Kim So Hyeon, Kim Han Joon KIPS Transactions on Software and Data Engineering, Vol. 6, No. 5, pp. 279-284, May. 2017
    10.3745/KTSDE.2017.6.5.279
    Keywords: Machine Learning, Information Extraction, Ensemble, Logistic Regression, Social Media


    Development of a Simulation Prediction System Using Statistical Machine Learning Techniques
    Ki Yong Lee, YoonJae Shin, YeonJeong Choe, SeonJeong Kim, Young-Kyoon Suh, Jeong Hwan Sa, JongSuk Luth Lee, Kum Won Cho KIPS Transactions on Software and Data Engineering, Vol. 5, No. 11, pp. 593-606, Nov. 2016
    10.3745/KTSDE.2016.5.11.593
    Keywords: Simulation, Simulation Result Prediction, Statistical Machine Learning


    Automated Scoring System for Korean Short-Answer Questions Using Predictability and Unanimity
    Min-Ah Cheon, Chang-Hyun Kim, Jae-Hoon Kim, Eun-Hee Noh, Kyung-Hee Sung, Mi-Young Song KIPS Transactions on Software and Data Engineering, Vol. 5, No. 11, pp. 527-534, Nov. 2016
    10.3745/KTSDE.2016.5.11.527
    Keywords: Machine Learning, Korean Automated-Scoring System, Unanimity, Predictability, Natural Language Processing


    A Design on Informal Big Data Topic Extraction System Based on Spark Framework
    Kiejin Park KIPS Transactions on Software and Data Engineering, Vol. 5, No. 11, pp. 521-526, Nov. 2016
    10.3745/KTSDE.2016.5.11.521
    Keywords: Topic Model, Machine Learning


    Feature-Strengthened Gesture Recognition Model Based on Dynamic Time Warping For Multi-Users
    Suk Kyoon Lee, Hyun Min Um, Hyuck Tae Kwon KIPS Transactions on Software and Data Engineering, Vol. 5, No. 10, pp. 503-510, Oct. 2016
    10.3745/KTSDE.2016.5.10.503
    Keywords: Gesture Recognition, Machine Learning


    Geographical Name Denoising by Machine Learning of Event Detection Based on Twitter
    Seungmin Woo , Byung Yeon Hwang KIPS Transactions on Software and Data Engineering, Vol. 4, No. 10, pp. 447-454, Oct. 2015
    10.3745/KTSDE.2015.4.10.447


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KTSDE is also selected as the Journal for Accreditation by NRF (National Research Foundation of Korea).

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