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Search: "[ keyword: Machine Learning ]" (82)
    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


    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


    Feedback-RFC Model to Individualize Heartbeat Standards
    Taehyun Kim, Pilsu Jung, Seonah Lee, Ki-Sook Chung, Changsup Keum, Sungwon Kang KIPS Transactions on Software and Data Engineering, Vol. 6, No. 2, pp. 91-102, Feb. 2017
    10.3745/KTSDE.2017.6.2.91
    Keywords: Smart Fitness, Machine Learning, Feedback


    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


    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


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