AutoAIViz: Opening the Blackbox of Automated Artificial Intelligence
with Conditional Parallel Coordinates

v1v2v3 (latest)

AutoAIViz: Opening the Blackbox of Automated Artificial Intelligence with Conditional Parallel Coordinates

13 December 2019

Justin D. Weisz

Michael J. Muller

Alexander G. Gray

ArXiv (abs)PDF HTML

Papers citing "AutoAIViz: Opening the Blackbox of Automated Artificial Intelligence with Conditional Parallel Coordinates"

17 / 17 papers shown

Title
On the Design and Study of an Installation for Office Workers to Amplify Temporal Diversity and Connection to Nature Josh Andres Rodolfo Ocampo Hannah R. Feldman Louisa Shen Charlton Hill Caroline Pegram Adrian Schmidt Justin Shave Brendan Wright 20 3 0 20 May 2024
Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling Haotian Li Yun Wang Q. V. Liao Huamin Qu 141 24 0 17 Apr 2023
Tracing and Visualizing Human-ML/AI Collaborative Processes through Artifacts of Data Work Jennifer Rogers Anamaria Crisan 80 7 0 05 Apr 2023
Out of Context: Investigating the Bias and Fairness Concerns of "Artificial Intelligence as a Service" Kornel Lewicki M. S. Lee Jennifer Cobbe Jatinder Singh 88 22 0 02 Feb 2023
Assessment of cognitive characteristics in intelligent systems and predictive ability O. Kubryak Sergey Kovalchuk N. Bagdasaryan 28 1 0 16 Sep 2022
Visual Analysis of Neural Architecture Spaces for Summarizing Design Principles Jun Yuan Mengchen Liu Fengyuan Tian Shixia Liu 66 7 0 20 Aug 2022
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 163 101 0 01 Jul 2021
Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML S. Narkar Yunfeng Zhang Q. V. Liao Dakuo Wang Justin D. Weisz 57 25 0 09 Apr 2021
Documentation Matters: Human-Centered AI System to Assist Data Science Code Documentation in Computational Notebooks A. Wang Dakuo Wang Jaimie Drozdal Michael J. Muller Soya Park Justin D. Weisz Xuye Liu Lingfei Wu Casey Dugan 116 66 0 24 Feb 2021
AutoDS: Towards Human-Centered Automation of Data Science Dakuo Wang Josh Andres Justin D. Weisz Erick Oduor Casey Dugan 73 78 0 13 Jan 2021
Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows Doris Xin Eva Yiwei Wu D. Lee Niloufar Salehi Aditya G. Parameswaran 118 98 0 13 Jan 2021
Fits and Starts: Enterprise Use of AutoML and the Role of Humans in the Loop Anamaria Crisan Brittany Fiore-Gartland 77 53 0 12 Jan 2021
How Much Automation Does a Data Scientist Want? Dakuo Wang Q. V. Liao Yunfeng Zhang Udayan Khurana Horst Samulowitz Soya Park Michael J. Muller Lisa Amini AI4CE 73 56 0 07 Jan 2021
"Brilliant AI Doctor" in Rural China: Tensions and Challenges in AI-Powered CDSS Deployment Dakuo Wang Liuping Wang Zhan Zhang Ding Wang Haiyi Zhu Yvonne Gao Xiangmin Fan Feng Tian 98 146 0 04 Jan 2021
VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization Angelos Chatzimparmpas Rafael M. Martins Kostiantyn Kucher Andreas Kerren 75 21 0 02 Dec 2020
PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines Jorge Piazentin Ono Sonia Castelo Roque López E. Bertini J. Freire Claudio Silva 66 56 0 01 May 2020
How do Data Science Workers Collaborate? Roles, Workflows, and Tools Amy X. Zhang Michael J. Muller Dakuo Wang FedML AI4CE 115 261 0 18 Jan 2020