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

Thesis Issue Date2024-02 View136

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

Thesis Issue Date2024-02 View109

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

Thesis Issue Date2023-08 View125

Can GANs Learn Temporal Structures of Financial Time Series? File

Thesis Issue Date2023-02 View112

Genetic Algorithm for AutoML in predictive process monitoring File File

Thesis Issue Date2023-02 View101

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

Thesis Issue Date2023-02 View118

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

Thesis Issue Date2023-02 View109

Cluster analysis of cryptocurrencies via deep clustering File

Thesis Issue Date2023-02 View113

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

Thesis Issue Date2023-02 View86

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

Thesis Issue Date2023-02 View82

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

Thesis Issue Date2023-02 View134

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

Thesis Issue Date2023-02 View118

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

Thesis Issue Date2023-02 View95

Vessel behavior assessment and anomaly detection from AIS data File File

Thesis Issue Date2022-08 View82

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

Thesis Issue Date2022-02 View109

Optimal cooling shelter operations strategy during heat waves File

Thesis Issue Date2022-02 View101

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

Thesis Issue Date2021-08 View92

Development of composite indicators for examining the vulnerability of household finance through a Risk Information-adjusted Hierarchical Autoencoder File

Thesis Issue Date2021-08 View77

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

Thesis Issue Date2021-02 View69

Federated Learning with Sufficient Dimension Reduction and Generative Models File

Thesis Issue Date2021-02 View109

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