12 citations · 33 across the 6 of their papers we have counts for
9 papers · 1 filter
Understanding the Effects of Visualizing Missing Values on Visual Data Exploration
Hayeong Song, Yu Fu, Bahador Saket +1
When performing data analysis, people often confront data sets containing missing values. We conducted an empirical study to understand the effects of visualizing those missing val…
Geono-Cluster: Interactive Visual Cluster Analysis for Biologists
Bahador Saket, Subhajit Das, Bum Chul Kwon +1
Biologists often perform clustering analysis to derive meaningful patterns, relationships, and structures from data instances and attributes. Though clustering plays a pivotal role…
Investigating Direct Manipulation of Graphical Encodings as a Method for User Interaction
Bahador Saket, Samuel Huron, Charles Perin +1
We investigate direct manipulation of graphical encodings as a method for interacting with visualizations. There is an increasing interest in developing visualization tools that en…
Liger: Combining Interaction Paradigms for Visual Analysis
Bahador Saket, Lei Jiang, Charles Perin +1
Visualization tools usually leverage a single interaction paradigm (e.g., manual view specification, visualization by demonstration, etc.), which fosters the process of visualizati…
A User-based Visual Analytics Workflow for Exploratory Model Analysis
Dylan Cashman, Shah Rukh Humayoun, Florian Heimerl +9
Many visual analytics systems allow users to interact with machine learning models towards the goals of data exploration and insight generation on a given dataset. However, in some…
Beyond Heuristics: Learning Visualization Design
Bahador Saket, Dominik Moritz, Halden Lin +3
In this paper, we describe a research agenda for deriving design principles directly from data. We argue that it is time to go beyond manually curated and applied visualization des…