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Computer Science

D-Index
35
Citations
5449
World Ranking
11674
National Ranking
4785

Overview

Alex Endert is a researcher affiliated with the Georgia Institute of Technology in the United States specializing in computer science, with a focus on human-centered approaches to artificial intelligence and data visualization. Their research contributions span multiple subfields, including artificial intelligence, computer vision and pattern recognition, safety research, sociology and political science, and information systems and management.

The primary areas of Endert's work include:

  • Data Visualization and Analytics
  • Explainable Artificial Intelligence (XAI)
  • Semantic Web and Ontologies
  • Ethics and Social Impacts of AI
  • Topic Modeling
  • Scientific Computing and Data Management
  • Machine Learning and Data Classification

Significant publication venues where Endert has frequently contributed consist of:

  • IEEE Transactions on Visualization and Computer Graphics
  • arXiv (Cornell University)
  • IEEE Computer Graphics and Applications
  • Computer Graphics Forum
  • Proceedings of the ACM on Human-Computer Interaction

Recent papers authored or coauthored by Endert include:

  • "A Survey of Human-Centered Evaluations in Human-Centered Machine Learning" (2021), Computer Graphics Forum
  • "The Role of Interactive Visualization in Fostering Trust in AI" (2021), IEEE Computer Graphics and Applications
  • "ArchiText: Interactive Hierarchical Topic Modeling" (2020), IEEE Transactions on Visualization and Computer Graphics
  • "CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge Graphs" (2020), IEEE Transactions on Visualization and Computer Graphics
  • "Ethical Tensions in Applications of AI for Addressing Human Trafficking: A Human Rights Perspective" (2022), Proceedings of the ACM on Human-Computer Interaction

Frequent collaborators in Endert's work include:

  • Arpit Narechania
  • Subhajit Das
  • Remco Chang
  • Grace Guo
  • Mennatallah El-Assady

Best Publications

  • Space to think: large high-resolution displays for sensemaking

    Christopher Andrews;Alex Endert;Chris North

  • Semantic interaction for visual text analytics

    Alex Endert;Patrick Fiaux;Chris North

  • The State of the Art in Integrating Machine Learning into Visual Analytics

    A. Endert;W. Ribarsky;C. Turkay;B.L. William Wong

  • Characterizing Provenance in Visualization and Data Analysis: An Organizational Framework of Provenance Types and Purposes

    Eric D. Ragan;Alex Endert;Jibonananda Sanyal;Jian Chen

  • Information visualization on large, high-resolution displays: issues, challenges, and opportunities

    Christopher Andrews;Alex Endert;Beth Yost;Chris North

  • Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication

    Arjun Srinivasan;Steven M. Drucker;Alex Endert;John Stasko

  • The human is the loop: new directions for visual analytics

    Alex Endert;M. Shahriar Hossain;Naren Ramakrishnan;Chris North

  • Task-Based Effectiveness of Basic Visualizations

    Bahador Saket;Alex Endert;Cagatay Demiralp

  • Observation-level interaction with statistical models for visual analytics

    Alex Endert;Chao Han;Dipayan Maiti;Leanna House

  • Semantic Interaction for Sensemaking: Inferring Analytical Reasoning for Model Steering

    A. Endert;P. Fiaux;C. North

  • Finding Waldo: Learning about Users from their Interactions

    Eli T Brown;Alvitta Ottley;Helen Zhao;Quan Lin

  • Warning, Bias May Occur: A Proposed Approach to Detecting Cognitive Bias in Interactive Visual Analytics

    Emily Wall;Leslie M. Blaha;Lyndsey Franklin;Alex Endert

  • Beyond Usability and Performance: A Review of User Experience-focused Evaluations in Visualization

    Bahador Saket;Alex Endert;John Stasko

  • Analytic provenance: process+interaction+insight

    Chris North;Remco Chang;Alex Endert;Wenwen Dou

  • InterAxis: Steering Scatterplot Axes via Observation-Level Interaction

    Hannah Kim;Jaegul Choo;Haesun Park;Alex Endert

  • Visualizing cyber security: Usable workspaces

    Glenn A. Fink;Christopher L. North;Alex Endert;Stuart Rose

  • Visualization by Demonstration: An Interaction Paradigm for Visual Data Exploration

    Bahador Saket;Hannah Kim;Eli T. Brown;Alex Endert

  • Podium: Ranking Data Using Mixed-Initiative Visual Analytics

    Emily Wall;Subhajit Das;Ravish Chawla;Bharath Kalidindi

  • A Heuristic Approach to Value-Driven Evaluation of Visualizations

    Emily Wall;Meeshu Agnihotri;Laura Matzen;Kristin Divis

  • AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings

    Bum Chul Kwon;Hannah Kim;Emily Wall;Jaegul Choo

  • Visual to Parametric Interaction (V2PI)

    Scotland C. Leman;Leanna House;Dipayan Maiti;Alex Endert

  • The State of the Art in Integrating Machine Learning into Visual Analytics.

    A. Endert;W. Ribarsky;C. Turkay;W Wong

Frequent Co-Authors

Chris North
Chris North Virginia Tech
Remco Chang
Remco Chang Tufts University
John Stasko
John Stasko Georgia Institute of Technology
Duen Horng Chau
Duen Horng Chau Georgia Institute of Technology
Michael Gleicher
Michael Gleicher University of Wisconsin–Madison
Haesun Park
Haesun Park Georgia Institute of Technology
Huamin Qu
Huamin Qu Hong Kong University of Science and Technology
Shamkant B. Navathe
Shamkant B. Navathe Georgia Institute of Technology
Naren Ramakrishnan
Naren Ramakrishnan Virginia Tech
Jean-Daniel Fekete
Jean-Daniel Fekete French Institute for Research in Computer Science and Automation - INRIA

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