90 citations · 90 across the 4 of their papers we have counts for
4 papers
Set Visualizations for Comparing and Evaluating Machine Learning Models
Liudas Panavas, Tarik Crnovrsanin, Racquel Fygenson +4
Machine learning practitioners often need to compare multiple models to select the best one for their application. However, current methods of comparing models fall short because t…
Predicting UAV Type: An Exploration of Sampling and Data Augmentation for Time Series Classification
Tarik Crnovrsanin, Calvin Yu, Dane Hankamer +1
Unmanned aerial vehicles are becoming common and have many productive uses. However, their increased prevalence raises safety concerns -- how can we protect restricted airspace? Kn…
Staged Animation Strategies for Online Dynamic Networks
Tarik Crnovrsanin, Shilpika, Senthil Chandrasegaran +1
Dynamic networks -- networks that change over time -- can be categorized into two types: offline dynamic networks, where all states of the network are known, and online dynamic net…
What Would a Graph Look Like in This Layout? A Machine Learning Approach to Large Graph Visualization
Oh-Hyun Kwon, Tarik Crnovrsanin, Kwan-Liu Ma
Using different methods for laying out a graph can lead to very different visual appearances, with which the viewer perceives different information. Selecting a "good" layout metho…