804 citations · 5.1k across the 113 of their papers we have counts for
129 papers
The Social Emotional Web
Kristina Lerman
The social web has linked people on a global scale, transforming how we communicate and interact. The massive interconnectedness has created new vulnerabilities in the form of soci…
Speaker Turn Modeling for Dialogue Act Classification
Zihao He, Leili Tavabi, Kristina Lerman +1
Dialogue Act (DA) classification is the task of classifying utterances with respect to the function they serve in a dialogue. Existing approaches to DA classification model utteran…
DoGR: Disaggregated Gaussian Regression for Reproducible Analysis of Heterogeneous Data
Nazanin Alipourfard, Keith Burghardt, Kristina Lerman
Quantitative analysis of large-scale data is often complicated by the presence of diverse subgroups, which reduce the accuracy of inferences they make on held-out data. To address…
Road Network Evolution in the Urban and Rural United States Since 1900
Keith Burghardt, Johannes Uhl, Kristina Lerman +1
Road networks represent a key component of human settlements, such as cities, towns, and villages, that mediate pollution and congestion, as well as economic development. However,…
Pattern Discovery in Time Series with Byte Pair Encoding
Nazgol Tavabi, Kristina Lerman
The growing popularity of wearable sensors has generated large quantities of temporal physiological and activity data. Ability to analyze this data offers new opportunities for rea…
Emergence of Structural Inequalities in Scientific Citation Networks
Buddhika Nettasinghe, Nazanin Alipourfard, Vikram Krishnamurthy +1
Structural inequalities persist in society, conferring systematic advantages to some people at the expense of others, for example, by giving them substantially more influence and o…