680 citations · 729 across the 6 of their papers we have counts for
6 papers
PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines
Jorge Piazentin Ono, Sonia Castelo, Roque Lopez +3
In recent years, a wide variety of automated machine learning (AutoML) methods have been proposed to search and generate end-to-end learning pipelines. While these techniques facil…
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation
Aécio Santos, Sonia Castelo, Cristian Felix +6
While the demand for machine learning (ML) applications is booming, there is a scarcity of data scientists capable of building such models. Automatic machine learning (AutoML) appr…
Maximum Common Subelement Metrics and its Applications to Graphs
Lauro Lins, Nivan Ferreira, Juliana Freire +1
In this paper we characterize a mathematical model called Maximum Common Subelement (MCS) Model and prove the existence of four different metrics on such model. We generalize metri…
Enabling Reproducible Science with VisTrails
David Koop, Juliana Freire, Claudio T. Silva
With the increasing amount of data and use of computation in science, software has become an important component in many different domains. Computing is now being used more often a…
A wildland fire modeling and visualization environment
Jan Mandel, Jonathan D. Beezley, Adam K. Kochanski +6
We present an overview of a modeling environment, consisting of a coupled atmosphere-wildfire model, utilities for visualization, data processing, and diagnostics, open source soft…
The ALPS project release 2.0: Open source software for strongly correlated systems
B. Bauer, L. D. Carr, H. G. Evertz +29
We present release 2.0 of the ALPS (Algorithms and Libraries for Physics Simulations) project, an open source software project to develop libraries and application programs for the…