6 citations · 16 across the 4 of their papers we have counts for
4 papers
Smart Starts: Accelerating Convergence through Uncommon Region Exploration
Xinyu Zhang, Mário Antunes, Tyler Estro +2
Initialization profoundly affects evolutionary algorithm (EA) efficacy by dictating search trajectories and convergence. This study introduces a hybrid initialization strategy comb…
Into the Void: Mapping the Unseen Gaps in High Dimensional Data
Xinyu Zhang, Tyler Estro, Geoff Kuenning +2
We present a comprehensive pipeline, augmented by a visual analytics system named ``GapMiner'', that is aimed at exploring and exploiting untapped opportunities within the empty ar…
PC-Expo: A Metrics-Based Interactive Axes Reordering Method for Parallel Coordinate Displays
Anjul Tyagi, Tyler Estro, Geoff Kuenning +2
The axes ordering in PCP presents a particular story from the data based on the user perception of PCP polylines. Existing works focus on directly optimizing for PCP axes ordering…
ICE: An Interactive Configuration Explorer for High Dimensional Categorical Parameter Spaces
Anjul Tyagi, Zhen Cao, Tyler Estro +2
There are many applications where users seek to explore the impact of the settings of several categorical variables with respect to one dependent numerical variable. For example, a…