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

Thesis Issue Date2021-02 View0

Federated Learning with Sufficient Dimension Reduction and Generative Models File

Thesis Issue Date2021-02 View0

Identification of the Quality Evaluation Criteria for Product-based Smart Services File

Thesis Issue Date2021-02 View0

A rule-based framework for interpretable predictions of business process outcomes using event logs File

Thesis Issue Date2021-02 View0

Stock recommendations for individual investors: a temporal graph network approach with diversification-enhancing contrastive learning youngbin lee ulsan national institute of science and technology File

Thesis Issue Date2024-02 View3

A new auxiliary task for test-time training File

Thesis Issue Date2024-02 View3

Fast and fair last-mile delivery optimization for relief supplies during heat waves File

Thesis Issue Date2024-02 View11

A GANs-based approach for stock price anomaly detection and investment risk management File

Thesis Issue Date2024-02 View4

Sequential recommendation on temporal proximities with contrastive learning and self-attention

Thesis Issue Date2024-02 View3

NFT to MARS: multi-attention recommender system for NFTs File

Thesis Issue Date2024-02 View2

A collaborative truck-and-robot system to provide strategic management plans for urban green spaces during heat waves File

Thesis Issue Date2024-02 View4

The production scheduling problem employing non-identical parallel machines with due dates considering carbon emissions and multiple types of energy sources File File

Thesis Issue Date2024-02 View3

Explainable Deep Supervised Leaning-based Biological Age Estimation with Risk Score File

Thesis Issue Date2023-08 View13

Tackling Three Problems in Controlled Sequence Generations: Bridging Reinforcement Learning with Language Models File

Thesis Issue Date2023-02 View19

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

Thesis Issue Date2023-02 View8

Personal recommender system via convolutional autoencoder with conditioning augmentation: Recommender system and representation learning with convolutional autoencoder File

Thesis Issue Date2023-02 View11

Graph Neural Networks for Multivariate Time Series Forecasting with Applications File

Thesis Issue Date2023-02 View14

Genetic Algorithm for AutoML in predictive process monitoring File

Thesis Issue Date2023-02 View10

GC-RED: Graph Convolution-based Recurrent Encoder-Decoder for anomaly diagnosis in multivariate time series File

Thesis Issue Date2023-02 View12

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

Thesis Issue Date2023-02 View10

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