Search Results for author: Jin-Duk Park

Found 5 papers, 2 papers with code

Node Feature Augmentation Vitaminizes Network Alignment

no code implementations25 Apr 2023 Jin-Duk Park, Cong Tran, Won-Yong Shin, Xin Cao

Network alignment (NA) is the task of discovering node correspondences across multiple networks.

Computational Efficiency

Grad-Align+: Empowering Gradual Network Alignment Using Attribute Augmentation

no code implementations23 Aug 2022 Jin-Duk Park, Cong Tran, Won-Yong Shin, Xin Cao

Network alignment (NA) is the task of discovering node correspondences across different networks.

Attribute

Two-Stage Deep Anomaly Detection with Heterogeneous Time Series Data

no code implementations10 Feb 2022 Kyeong-Joong Jeong, Jin-Duk Park, Kyusoon Hwang, Seong-Lyun Kim, Won-Yong Shin

We introduce a data-driven anomaly detection framework using a manufacturing dataset collected from a factory assembly line.

Anomaly Detection Time Series +2

On the Power of Gradual Network Alignment Using Dual-Perception Similarities

1 code implementation26 Jan 2022 Jin-Duk Park, Cong Tran, Won-Yong Shin, Xin Cao

Network alignment (NA) is the task of finding the correspondence of nodes between two networks based on the network structure and node attributes.

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