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20152023
most citedFeature Selection: A Data Perspective

2.4k citations · 4.3k across the 35 of their papers we have counts for

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13 papers · 1 filter

cs.SI2020★ 32 cited

Knowing your FATE: Friendship, Action and Temporal Explanations for User Engagement Prediction on Social Apps

Xianfeng Tang, Yozen Liu, Neil Shah +3

With the rapid growth and prevalence of social network applications (Apps) in recent years, understanding user engagement has become increasingly important, to provide useful insig…

cs.SI2020★ 16 cited

Ginger Cannot Cure Cancer: Battling Fake Health News with a Comprehensive Data Repository

Enyan Dai, Yiwei Sun, Suhang Wang

Nowadays, Internet is a primary source of attaining health information. Massive fake health news which is spreading over the Internet, has become a severe threat to public health.…

cs.SI2020

Mining Disinformation and Fake News: Concepts, Methods, and Recent Advancements

Kai Shu, Suhang Wang, Dongwon Lee +1

In recent years, disinformation including fake news, has became a global phenomenon due to its explosive growth, particularly on social media. The wide spread of disinformation and…

cs.SI2019★ 4 cited

MEGAN: A Generative Adversarial Network for Multi-View Network Embedding

Yiwei Sun, Suhang Wang, Tsung-Yu Hsieh +2

Data from many real-world applications can be naturally represented by multi-view networks where the different views encode different types of relationships (e.g., friendship, shar…

cs.SI2019★ 17 cited

The Role of User Profile for Fake News Detection

Kai Shu, Xinyi Zhou, Suhang Wang +2

Consuming news from social media is becoming increasingly popular. Social media appeals to users due to its fast dissemination of information, low cost, and easy access. However, s…

cs.SI2019★ 27 cited

Hierarchical Propagation Networks for Fake News Detection: Investigation and Exploitation

Kai Shu, Deepak Mahudeswaran, Suhang Wang +1

Consuming news from social media is becoming increasingly popular. However, social media also enables the widespread of fake news. Because of its detrimental effects brought by soc…