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Search: "[ author: Jung-Won Lee ]" (9)
    Learning Method for Regression Model by Analysis of Relationship Between Input and Output Data with Periodicity
    Hye-Jin Kim, Ye-Seul Park, Jung-Won Lee KIPS Transactions on Software and Data Engineering, Vol. 11, No. 7, pp. 299-306, Jul. 2022
    https://doi.org/10.3745/KTSDE.2022.11.7.299
    Keywords: Neural Network, Fault diagnosis, Sensor data, Regression Model, Thermal Estimation


    Deep Learning Model Validation Method Based on Image Data Feature Coverage
    Chang-Nam Lim, Ye-Seul Park, Jung-Won Lee KIPS Transactions on Software and Data Engineering, Vol. 10, No. 9, pp. 375-384, Sep. 2021
    https://doi.org/10.3745/KTSDE.2021.10.9.375
    Keywords: Deep Learning, Coverage Testing, Image Feature Extraction, Validation Method, Dataset Splitting Method


    Estimating Gastrointestinal Transition Location Using CNN-based Gastrointestinal Landmark Classifier
    Hyeon Woong Jang, Chang Nam Lim, Ye-Suel Park, Gwang Jae Lee, Jung-Won Lee KIPS Transactions on Software and Data Engineering, Vol. 9, No. 3, pp. 101-108, Mar. 2020
    https://doi.org/10.3745/KTSDE.2020.9.3.101  
    Keywords: Capsule Endoscopy(CE), Convolutional Neural Network(CNN), Gastrointestinal Location Tracking


    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


    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


    Building an Ontology-Based Diagnosis Process of Crohn’s Disease Using the Differentiation Rule
    Dong Yeon Yoo, Ye-Seul Park, Jung-Won Lee KIPS Transactions on Software and Data Engineering, Vol. 7, No. 11, pp. 443-450, Nov. 2018
    10.3745/KTSDE.2018.7.11.443
    Keywords: Medical Diagnosis, Diagnosis Process, Ontology, Crohn's Disease


    Generation and Evaluation of Power Model for Mobile AMOLED Display Using RGB Color Space Partitioning Method Considering Power
    Dusan Baek, Yoo-Rim Choi, Byungjeong Lee, Jung-Won Lee KIPS Transactions on Software and Data Engineering, Vol. 7, No. 9, pp. 335-344, Sep. 2018
    10.3745/KTSDE.2018.7.9.335
    Keywords: Power Model, Model Evaluation, Model Generationg, AMOLED


    Development Life Cycle-Based Association Analysis of Requirements for Risk Management of Medical Device Software
    DongYeop Kim, Ye-Seul Park, Jung-Won Lee KIPS Transactions on Software and Data Engineering, Vol. 6, No. 12, pp. 543-548, Dec. 2017
    10.3745/KTSDE.2017.6.12.543
    Keywords: Development Life cycle, Medical Device Software, Medical Device Risk Management, Item Relevance Analysis


    Association-Based Knowledge Model for Supporting Diagnosis of a Capsule Endoscopy
    Gyubon Hwang, Ye-Seul Park, Jung-Won Lee KIPS Transactions on Software and Data Engineering, Vol. 6, No. 10, pp. 493-498, Oct. 2017
    10.3745/KTSDE.2017.6.10.493
    Keywords: Capsule Endoscopy, Diagnosis Support, Small Intestine, Knowledge Model, modeling