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20172023
most citedRegularized Graph Structure Learning with Semantic Knowledge for Multi-variates Time-Series Forecasting

68 citations · 75 across the 5 of their papers we have counts for

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2 papers · 1 filter

stat.ML2019

Semi-supervised learning in unbalanced and heterogeneous networks

Ting Li, Ningchen Ying, Xianshi Yu +1

Community detection was a hot topic on network analysis, where the main aim is to perform unsupervised learning or clustering in networks. Recently, semi-supervised learning has re…

stat.ML2017★ 2 cited

Adaptive Scaling

Ting Li, Bingyi Jing, Ningchen Ying +1

Preprocessing data is an important step before any data analysis. In this paper, we focus on one particular aspect, namely scaling or normalization. We analyze various scaling meth…