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Search: "[ keyword: CNN ]" (9)
    A Study on Leakage Detection Technique Using Transfer Learning-Based Feature Fusion
    YuJin Han, Tae-Jin Park, Jonghyuk Lee, Ji-Hoon Bae The Transactions of the Korea Information Processing Society, Vol. 13, No. 2, pp. 41-47, Feb. 2024
    https://doi.org/10.3745/TKIPS.2024.13.2.41
    Keywords: Pipe Leak Detection, Deep Learning, 1D CNN, feature fusion, Transfer Learning


    Comparison of Deep Learning Models Using Protein Sequence Data
    Jeung Min Lee, Hyun Lee KIPS Transactions on Software and Data Engineering, Vol. 11, No. 6, pp. 245-254, Jun. 2022
    https://doi.org/10.3745/KTSDE.2022.11.6.245
    Keywords: CNN, LSTM, GRU, Combined Model, Protein Sequence


    An Input Transformation with MFCCs and CNN Learning Based Robust Bearing Fault Diagnosis Method for Various Working Conditions
    Yangjin Seo KIPS Transactions on Software and Data Engineering, Vol. 11, No. 4, pp. 179-188, Apr. 2022
    https://doi.org/10.3745/KTSDE.2022.11.4.179
    Keywords: Bearing Fault Diagnosis, Deep Learning, Distribution Difference, MFCCs, CNN


    Epileptic Seizure Detection Using CNN Ensemble Models Based on Overlapping Segments of EEG Signals
    Min-Ki Kim KIPS Transactions on Software and Data Engineering, Vol. 10, No. 12, pp. 587-594, Dec. 2021
    https://doi.org/10.3745/KTSDE.2021.10.12.587
    Keywords: Epileptic Seizure, EEG, CNN, Ensemble model


    Watershed Algorithm-Based RoI Reduction Techniques for Improving Ship Detection Accuracy in Satellite Imagery
    Seung Jae Lee, Ji Won Yoon KIPS Transactions on Software and Data Engineering, Vol. 10, No. 8, pp. 311-318, Aug. 2021
    https://doi.org/10.3745/KTSDE.2021.10.8.311
    Keywords: Coastline Extraction, satellite image, R-CNN, watershed algorithm


    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


    Measurement of Construction Material Quantity through Analyzing Images Acquired by Drone And Data Augmentation
    Ji-Hwan Moon, Nu-Lee Song, Jae-Gab Choi, Jin-Ho Park, Gye-Young Kim KIPS Transactions on Software and Data Engineering, Vol. 9, No. 1, pp. 33-38, Jan. 2020
    https://doi.org/10.3745/KTSDE.2020.9.1.33
    Keywords: Drone, UAV, RCNN, Deep Learning, Counting Number, Construction Material


    Souce Code Identification Using Deep Neural Network
    Jisu Rhim, Tamer Abuhmed KIPS Transactions on Software and Data Engineering, Vol. 8, No. 9, pp. 373-378, Sep. 2019
    https://doi.org/10.3745/KTSDE.2019.8.9.373
    Keywords: Computer Forensic, Frequency Based Embedding, TF-IDF, Deep Learning, CNN


    Noise-Robust Porcine Respiratory Diseases Classification Using Texture Analysis and CNN
    Yongju Choi, Jonguk Lee, Daihee Park, Yongwha Chung KIPS Transactions on Software and Data Engineering, Vol. 7, No. 3, pp. 91-98, Mar. 2018
    10.3745/KTSDE.2018.7.3.91
    Keywords: Porcine Respiratory Diseases, Noise Robustness, Sound Analysis, Dominant Neighborhood Structure, Convolutional Neural Network


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