413 citations · 997 across the 48 of their papers we have counts for
8 papers · 1 filter
DrugDBEmbed : Semantic Queries on Relational Database using Supervised Column Encodings
Bortik Bandyopadhyay, Pranav Maneriker, Vedang Patel +3
Traditional relational databases contain a lot of latent semantic information that have largely remained untapped due to the difficulty involved in automatically extracting such in…
A Countrywide Traffic Accident Dataset
Sobhan Moosavi, Mohammad Hossein Samavatian, Srinivasan Parthasarathy +1
Reducing traffic accidents is an important public safety challenge. However, the majority of studies on traffic accident analysis and prediction have used small-scale datasets with…
Short and Long-term Pattern Discovery Over Large-Scale Geo-Spatiotemporal Data
Sobhan Moosavi, Mohammad Hossein Samavatian, Arnab Nandi +2
Pattern discovery in geo-spatiotemporal data (such as traffic and weather data) is about finding patterns of collocation, co-occurrence, cascading, or cause and effect between geos…
Foresight: Recommending Visual Insights
Çağatay Demiralp, Peter J. Haas, Srinivasan Parthasarathy +1
Current tools for exploratory data analysis (EDA) require users to manually select data attributes, statistical computations and visual encodings. This can be daunting for large-sc…
Analyzing and Visualizing Scalar Fields on Graphs
Yang Zhang, Yusu Wang, Srinivasan Parthasarathy
The value proposition of a dataset often resides in the implicit interconnections or explicit relationships (patterns) among individual entities, and is often modeled as a graph. E…
Robust Contextual Outlier Detection: Where Context Meets Sparsity
Jiongqian Liang, Srinivasan Parthasarathy
Outlier detection is a fundamental data science task with applications ranging from data cleaning to network security. Given the fundamental nature of the task, this has been the s…