Search Results for author: Ruyue Xin

Found 3 papers, 1 papers with code

Ocean Data Quality Assessment through Outlier Detection-enhanced Active Learning

no code implementations17 Dec 2023 Na Li, Yiyang Qi, Ruyue Xin, Zhiming Zhao

Ocean and climate research benefits from global ocean observation initiatives such as Argo, GLOSS, and EMSO.

Active Learning Outlier Detection

A General Deep Learning Framework for Network Reconstruction and Dynamics Learning

1 code implementation30 Dec 2018 Zhang Zhang, Yi Zhao, Jing Liu, Shuo Wang, Ruyi Tao, Ruyue Xin, Jiang Zhang

We exhibit the universality of our framework on different kinds of time-series data: with the same structure, our model can be trained to accurately recover the network structure and predict future states on continuous, discrete, and binary dynamics, and outperforms competing network reconstruction methods.

Time Series Time Series Analysis

Complex Network Classification with Convolutional Neural Network

no code implementations2 Feb 2018 Ruyue Xin, Jiang Zhang, Yitong Shao

Classifying large scale networks into several categories and distinguishing them according to their fine structures is of great importance with several applications in real life.

Classification Clustering +2

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