ModelTracker: Redesigning Performance Analysis Tools for Machine Learning, 2015. ,
, Visual Analytics of Movement, 2013.
, Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions, vol.18, p.2017
Constructing Spaces and Times for Tactical Analysis in Football, TVCG, 2019. ,
, Viewing Visual Analytics as Model Building, 2018.
, Commercial Visual Analytics Systems-advances in the Big Data Analytics Field, vol.25, p.2019
, Big Data Visualization Tools Survey, Encyclopedia of Big Data Technologies, 2019.
Sellis: Exploration and Visualization in the Web of Big Linked Data: A Survey of the State of the Art, LWDM Workshop, 2016. ,
, Finding Waldo: Learning About Users from their Interaction TVCG, vol.20, issue.12, 2014.
Characterizing Guidance in Visual Analytics, TVCG, vol.23, issue.1, p.2017 ,
, Visual Analytics for Explainable Deep Learning, vol.38, 2018.
Privacy Preserving Visualization: A Study on Event Sequence Data, Comput. Graph. Forum, vol.38, issue.1, p.2019 ,
, Guidance in the Human Machine Analytics Process. Visual Informatics, vol.2, 2018.
A framework for uncertainty-aware visual analytics, 2009. ,
, Progressive Data Analysis and Visualization, 2018.
URL : https://hal.archives-ouvertes.fr/hal-02090121
Progressive Analytics: A Computation Paradigm for Exploratory Data Analysis, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01361430
Trust me, I'm Partially Right: Incremental Visualization lets Analysts Explore Large Datasets Faster CHI, 2012. ,
Supporting Analysis of Dimensionality Reduction Results with Contrastive Learning, TVCG, vol.26, issue.1, p.2020 ,
Interactive Visualization of Large Data Sets, TKDE, vol.28, issue.8, p.2016 ,
, Why Authors Don't Visualize Uncertainty, vol.26, p.2019
Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models, 2019. ,
Parameter Inference for Computational Cognitive Models with Approximate Bayesian Computation, Cognitive Science, 2019. ,
, Mastering the Information Age: Solving Problems with Visual Analytics, Eurographics, 2010.
GraphScape: A Model for Automated Reasoning about Visualization Similarity and Sequencing, 2017. ,
Quality Metrics for Information Visualization, CGF, vol.37, issue.3, 2018. ,
What Would a Graph Look Like in this Layout? A Machine Learning Approach to Large Graph Visualization, TVCG, vol.24, issue.1, 2018. ,
A Deep Generative Model for Graph Layout, TVCG, vol.26, issue.1, p.2020 ,
SCUBA: diving into Data at Facebook, PVLDB, vol.6, issue.11, p.2013 ,
, Accurate Intelligible Models with Pairwise Interactions. KDD, 2013.
A Unified Approach to Interpreting Model Predictions, 2017. ,
Towards Perceptual Optimization of the Visual Design of Scatterplots, TVCG, vol.23, issue.6, p.2017 ,
Towards Perceptual Optimization of the Visual Design of Scatterplots, TVCG, vol.23, issue.6, p.2017 ,
Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco, TVCG, vol.25, issue.1, p.2019 ,
Recommending Personalized Visualizations, TiiS, vol.6, issue.4, p.2016 ,
, Linked Data Visualization: Techniques, Tools and Big Data, p.2020
Uncertainty-Aware Visualization for Analyzing Heterogeneous Wildfire Detections, IEEE CGA, vol.39, issue.5, p.2019 ,
Reverse-Engineering Visualizations: Recovering Visual Encodings from Chart Images, CGF, vol.36, issue.3, p.2017 ,
Making Data Visualization more Efficient and Effective: A survey ,
Why Should I Trust You?": Explaining the Predictions of Any Classifier, KDD, 2016. ,
, Beyond Heuristics: Learning Visualization Design, 2018.
ReVision: Automated Classification, Analysis and Redesign of Chart Images, 2011. ,
Response Time and Display Rate in Human Performance with Computers, ACM Comput. Surv, vol.16, issue.3, 1984. ,
, Eye Tracking Support for Visual Analytics Systems: Foundations, Current Applications and Research Challenges, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02084137
VODER: Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication, TVCG, vol.25, issue.1, p.2019 ,
, Data Analytics for Industrial Process Improvement, 2018.
, Progressive Data Science: Potential and Challenges, 2019.
URL : https://hal.archives-ouvertes.fr/hal-01961871
Revealing the fog-of-war: A visualizationdirected, uncertainty-aware approach for exploring high-dimensional data, IEEE BigData, 2015. ,
GraphProtector: A Visual Interface for Employing and Assessing Multiple Privacy Preserving Graph Algorithms, TVCG, vol.25, issue.1, p.2019 ,
, A Utility-Aware Visual Approach for Anonymizing Multi, vol.24, 2018.
Viegas: Visualization: The Secret Weapon of Machine Learning, EuroVis, vol.2017 ,
, Visualizing Flow of Uncertainty through Analytical Processes, vol.18, p.2012
A Survey of Visualization for Smart Manufacturing, Journal of Visualization, vol.22, issue.2, p.2019 ,
, Theoretical Analysis of Uncertainty Visualizations. Visualization and Data Analysis, 2006.