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Browsing by Author : Kim, Sungil

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가 나 다 라 마 바 사 아 자 차 카 타 파 하

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A Comprehensive Study of Deep Learning for Real-World Multivariate Time Series Classification File

Thesis Issue Date2023-02 View114

An Iterative Framework for Active Domain Adaptation in Heterogeneous Image Streams File

Thesis Issue Date2025-08 View27

An Unsupervised Framework for Online Failure Prediction and Fault Diagnosis in Industrial Systems File

Thesis Issue Date2025-08 View23

Data Quality Improvements for Multiclass Classification File File

Thesis Issue Date2020-08 View128

Data-Driven Prognostics of Machining Tools Under Various Machining Conditions: Applications in Milling Processes File

Thesis Issue Date2025-08 View550

Domain Knowledge-Informed Functional Outlier Detection for Line Quality Control Systems File

Thesis Issue Date2023-02 View107

Enhanced Deep Anomaly Detection In Contaminated Datasets Using Semi-Supervised Learning File

Thesis Issue Date2023-08 View61

Enhancing Training Data Quality in Real-Time Streams: An Iterative Framework for Adaptive Domain Adaptation File

Thesis Issue Date2024-08 View70

Graph Neural Networks for Traffic Incident Congestion Detection and Impact Prediction File

Thesis Issue Date2023-08 View67

Improving quality inspection performance in refrigerator manufacturing systems through sensor calibration and functional outlier detection File

Thesis Issue Date2024-02 View78

Modelling Traffic Incidents Impacts and Prediction of Incident driven Congestion Propagation in a Large Scale Road Network File File

Thesis Issue Date2021-08 View80

Real-Time Risk Assessment based on Irregularly Sampled Time Series Data from Wearable Devices File File

Thesis Issue Date2023-02 View58

Semi-Supervised Contrastive Learning for Anomaly Detection in Contaminated Data File File

Thesis Issue Date2023-02 View72

Unsupervised Anomaly Detection to Monitor Delays of Vessel Voyages based on Variational Autoencoder and Control Chart File

Thesis Issue Date2021-02 View72

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