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20112026
most citedSMOTE: Synthetic Minority Over-sampling Technique

33.1k citations · 35.3k across the 95 of their papers we have counts for

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Showing 2016Show all

6 papers · 1 filter

cs.SI2016

Analysis of Link Formation, Persistence and Dissolution in NetSense Data

Ashwin Bahulkar, Boleslaw K. Szymanski, Omar Lizardo +3

We study a unique behavioral network data set (based on periodic surveys and on electronic logs of dyadic contact via smartphones) collected at the University of Notre Dame.The par…

physics.soc-ph2016★ 8 cited

Gender Differences in Communication Behaviors, Spatial Proximity Patterns, and Mobility Habits

Yang Yang, Omar Lizardo, Dong Wang +4

The existence of gender differences in the structure and composition of social networks is a well established finding in the social and behavioral sciences, but researchers continu…

cs.DL2016★ 73 cited

Can Scientific Impact Be Predicted?

Yuxiao Dong, Reid A. Johnson, Nitesh V. Chawla

A widely used measure of scientific impact is citations. However, due to their heavy-tailed distribution, citations are fundamentally difficult to predict. Instead, to characterize…

cs.SI2016★ 1 cited

Do the Young Live in a "Smaller World" Than the Old? Age-Specific Degrees of Separation in Human Communication

Yuxiao Dong, Omar Lizardo, Nitesh V. Chawla

In this paper, we investigate the phenomenon of "age-specific small worlds" using data from a large-scale mobile communication network approximating interaction patterns at societa…

physics.soc-ph2016★ 6 cited

Influence Activation Model: A New Perspective in Social Influence Analysis and Social Network Evolution

Yang Yang, Nitesh V. Chawla, Ryan N. Lichtenwalter +1

What drives the propensity for the social network dynamics? Social influence is believed to drive both off-line and on-line human behavior, however it has not been considered as a…

cs.SI2016★ 2 cited

Structural Diversity and Homophily: A Study Across More than One Hundred Big Networks

Yuxiao Dong, Reid A. Johnson, Jian Xu +1

A widely recognized organizing principle of networks is structural homophily, which suggests that people with more common neighbors are more likely to connect with each other. Howe…