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Visualization and Automation in Data Science: Exploring the Paradox of Humans-in-the-Loop

, , , , , , , , , and . 2024 IEEE Visualization in Data Science (VDS), page 1-5. IEEE, (2024)
DOI: 10.1109/vds63897.2024.00005

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A Perceptual-Statistics Shading Model., , , and . IEEE Trans. Vis. Comput. Graph., 18 (12): 2265-2274 (2012)An information theoretic approach to camera control for crowded scenes., , and . The Visual Computer, 25 (5-7): 451-459 (2009)The State of the Art in Integrating Machine Learning into Visual Analytics., , , , , , and . Comput. Graph. Forum, 36 (8): 458-486 (2017)Hypothesis Generation by Interactive Visual Exploration of Heterogeneous Medical Data., , , and . CHI-KDD, volume 7947 of Lecture Notes in Computer Science, page 1-12. Springer, (2013)A Visual Analytics Approach for User Behaviour Understanding through Action Sequence Analysis., , , , and . EuroVA@EuroVis, page 67-71. Eurographics Association, (2017)Integrating cluster formation and cluster evaluation in interactive visual analysis., , , and . SCC, page 77-86. ACM, (2011)Visualization and Automation in Data Science: Exploring the Paradox of Humans-in-the-Loop, , , , , , , , , and . 2024 IEEE Visualization in Data Science (VDS), page 1-5. IEEE, (2024)Temporal Dynamics of User Interests in Web Search Queries., , , , and . AINA Workshops, page 762-767. IEEE Computer Society, (2009)Supporting theoretically-grounded model building in the social sciences through interactive visualisation., , , , and . Neurocomputing, (2017)Designing Progressive and Interactive Analytics Processes for High-Dimensional Data Analysis., , , and . IEEE Trans. Vis. Comput. Graph., 23 (1): 131-140 (2017)