activity
20132023
most citedFeature Selection: A Data Perspective

2.4k citations · 3.7k across the 48 of their papers we have counts for

collaborators
Showing 2017Show all

6 papers · 1 filter

cs.CL2017★ 12 cited

Cross-Platform Emoji Interpretation: Analysis, a Solution, and Applications

Fred Morstatter, Kai Shu, Suhang Wang +1

Most social media platforms are largely based on text, and users often write posts to describe where they are, what they are seeing, and how they are feeling. Because written text…

cs.SI2017★ 5 cited

Intelligent Disaster Response via Social Media Analysis - A Survey

Tahora H. Nazer, Guoliang Xue, Yusheng Ji +1

The success of a disaster relief and response process is largely dependent on timely and accurate information regarding the status of the disaster, the surrounding environment, and…

cs.SI2017

Heroes and Zeroes: Predicting the Impact of New Video Games on Twitch.tv

Isaac Jones, Huan Liu

Video games and the playing thereof have been a fixture of American culture since their introduction in the arcades of the 1980s. However, it was not until the recent proliferation…

cs.SI2017★ 379 cited

Attributed Network Embedding for Learning in a Dynamic Environment

Jundong Li, Harsh Dani, Xia Hu +3

Network embedding leverages the node proximity manifested to learn a low-dimensional node vector representation for each node in the network. The learned embeddings could advance v…

cs.SI2017★ 4 cited

Understanding and Predicting Delay in Reciprocal Relations

Jundong Li, Jiliang Tang, Yilin Wang +3

Reciprocity in directed networks points to user's willingness to return favors in building mutual interactions. High reciprocity has been widely observed in many directed social me…

cs.LG2017★ 107 cited

NeuroRule: A Connectionist Approach to Data Mining

Hongjun Lu, Rudy Setiono, Huan Liu

Classification, which involves finding rules that partition a given data set into disjoint groups, is one class of data mining problems. Approaches proposed so far for mining class…