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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

CNCToolDQN: Deep Q-learning on the anomaly detection and remaining useful life estimation for tool monitoring File

Thesis Issue Date2023-02 View9

Cluster analysis of cryptocurrencies via deep clustering File

Thesis Issue Date2023-02 View13

Can GANs Learn Temporal Structures of Financial Time Series? File

Thesis Issue Date2023-02 View14

A Recurrence Plot based Graph Convolutional Network for Time Series Classification File

Thesis Issue Date2023-02 View18

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

Thesis Issue Date2023-02 View21

A deep learning framework for anomaly detection in multivariate time series File

Thesis Issue Date2023-02 View11

Vessel behavior assessment and anomaly detection from AIS data File

Thesis Issue Date2022-08 View7

Optimal cooling shelter operations strategy during heat waves File

Thesis Issue Date2022-02 View8

Information-theoretic detection of control-flow anomalies in business process event logs File

Thesis Issue Date2022-02 View8

Identification of soft clusters of pitch traces and its application to predict pitcher-versus-batter matchups File

Thesis Issue Date2022-02 View13

Self-assembly of Peptides with Biomolecules for Anticancer Therapy File

Thesis Issue Date2021-08 View10

Selection and application of lignin peroxidase for effective melanin decolorization at a normal human skin-mimicking environment File

Thesis Issue Date2021-08 View10

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