46 citations · 78 across the 4 of their papers we have counts for
4 papers
Nonuniform Timeslicing of Dynamic Graphs Based on Visual Complexity
Yong Wang, Daniel Archambault, Hammad Haleem +3
Uniform timeslicing of dynamic graphs has been used due to its convenience and uniformity across the time dimension. However, uniform timeslicing does not take the data set into ac…
EmbeddingVis: A Visual Analytics Approach to Comparative Network Embedding Inspection
Quan Li, Kristanto Sean Njotoprawiro, Hammad Haleem +3
Constructing latent vector representation for nodes in a network through embedding models has shown its practicality in many graph analysis applications, such as node classificatio…
Evaluating the Readability of Force Directed Graph Layouts: A Deep Learning Approach
Hammad Haleem, Yong Wang, Abishek Puri +2
Existing graph layout algorithms are usually not able to optimize all the aesthetic properties desired in a graph layout. To evaluate how well the desired visual features are refle…
CNNComparator: Comparative Analytics of Convolutional Neural Networks
Haipeng Zeng, Hammad Haleem, Xavier Plantaz +2
Convolutional neural networks (CNNs) are widely used in many image recognition tasks due to their extraordinary performance. However, training a good CNN model can still be a chall…