Enrico Bertini
Orcid: 0000-0002-9932-0551
According to our database1,
Enrico Bertini
authored at least 100 papers
between 2003 and 2024.
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Bibliography
2024
Visual Exploration of Machine Learning Model Behavior With Hierarchical Surrogate Rule Sets.
IEEE Trans. Vis. Comput. Graph., February, 2024
The Arrangement of Marks Impacts Afforded Messages: Ordering, Partitioning, Spacing, and Coloring in Bar Charts.
IEEE Trans. Vis. Comput. Graph., January, 2024
2023
Comput. Graph. Forum, February, 2023
Multiple Forecast Visualizations (MFVs): Trade-offs in Trust and Performance in Multiple COVID-19 Forecast Visualizations.
IEEE Trans. Vis. Comput. Graph., 2023
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2023
2022
Comput. Graph. Forum, 2022
SUBPLEX: A Visual Analytics Approach to Understand Local Model Explanations at the Subpopulation Level.
IEEE Computer Graphics and Applications, 2022
Proceedings of the HILDA@SIGMOD 2022: Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2022
2021
IEEE Trans. Vis. Comput. Graph., 2021
Multimodal Technol. Interact., 2021
Artificial Intelligence for Dysarthria Assessment in Children With Ataxia: A Hierarchical Approach.
IEEE Access, 2021
An Exploration And Validation of Visual Factors in Understanding Classification Rule Sets.
Proceedings of the 2021 IEEE Visualization Conference, 2021
AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation.
Proceedings of the 2021 IEEE Visualization Conference, 2021
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
mTSeer: Interactive Visual Exploration of Models on Multivariate Time-series Forecast.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
2020
The Effect of Color Scales on Climate Scientists' Objective and Subjective Performance in Spatial Data Analysis Tasks.
IEEE Trans. Vis. Comput. Graph., 2020
Proc. ACM Hum. Comput. Interact., 2020
CoRR, 2020
Melody: Generating and Visualizing Machine Learning Model Summary to Understand Data and Classifiers Together.
CoRR, 2020
SUBPLEX: Towards a Better Understanding of Black Box Model Explanations at the Subpopulation Level.
CoRR, 2020
Comput. Methods Programs Biomed., 2020
Development of SaraHome: A novel, well-accepted, technology-based assessment tool for patients with ataxia.
Comput. Methods Programs Biomed., 2020
Proceedings of the 31st IEEE Visualization Conference, 2020
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020
2019
IEEE Trans. Vis. Comput. Graph., 2019
Lessons Learned Developing a Visual Analytics Solution for Investigative Analysis of Scamming Activities.
IEEE Trans. Vis. Comput. Graph., 2019
Machine Learning Meets Visualization to Make Artificial Intelligence Interpretable (Dagstuhl Seminar 19452).
Dagstuhl Reports, 2019
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation.
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2019
Proceedings of the Joint Proceedings of the ACM IUI 2019 Workshops co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019), 2019
Proceedings of the 13th Biannual Conference of the Italian SIGCHI Chapter: Designing the next interaction, 2019
2018
Taking Word Clouds Apart: An Empirical Investigation of the Design Space for Keyword Summaries.
IEEE Trans. Vis. Comput. Graph., 2018
The Exploratory Labeling Assistant: Mixed-Initiative Label Curation with Large Document Collections.
Proceedings of the 31st Annual ACM Symposium on User Interface Software and Technology, 2018
2017
TextTile: An Interactive Visualization Tool for Seamless Exploratory Analysis of Structured Data and Unstructured Text.
IEEE Trans. Vis. Comput. Graph., 2017
Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, 2017
A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations.
Proceedings of the 12th IEEE Conference on Visual Analytics Science and Technology, 2017
Showing People Behind Data: Does Anthropomorphizing Visualizations Elicit More Empathy for Human Rights Data?
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017
2016
Reducing the Analytical Bottleneck for Domain Scientists: Lessons from a Climate Data Visualization Case Study.
Comput. Sci. Eng., 2016
SeekAView: An intelligent dimensionality reduction strategy for navigating high-dimensional data spaces.
Proceedings of the 6th IEEE Symposium on Large Data Analysis and Visualization, 2016
Towards Understanding Human Similarity Perception in the Analysis of Large Sets of Scatter Plots.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016
2015
Bridging Theory with Practice: An Exploratory Study of Visualization Use and Design for Climate Model Comparison.
IEEE Trans. Vis. Comput. Graph., 2015
How Deceptive are Deceptive Visualizations?: An Empirical Analysis of Common Distortion Techniques.
Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015
Proceedings of the AMIA 2015, 2015
2014
IEEE Trans. Vis. Comput. Graph., 2014
INFUSE: Interactive Feature Selection for Predictive Modeling of High Dimensional Data.
IEEE Trans. Vis. Comput. Graph., 2014
IEEE Trans. Vis. Comput. Graph., 2014
IEEE Trans. Vis. Comput. Graph., 2014
Comput. Graph. Forum, 2014
Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014
2013
Evaluation of alternative glyph designs for time series data in a small multiple setting.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013
2012
IEEE Trans. Vis. Comput. Graph., 2012
A Qualitative Study on the Exploration of Temporal Changes in Flow Maps with Animation and Small-Multiples.
Comput. Graph. Forum, 2012
HiTSEE KNIME: a visualization tool for hit selection and analysis in high-throughput screening experiments for the KNIME platform.
BMC Bioinform., 2012
Proceedings of the Visualization and Data Analysis 2012, 2012
Subspace search and visualization to make sense of alternative clusterings in high-dimensional data.
Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012
VAST 2012 Mini-Challenge 2: Chart- and Matrix-based approach to network operations forensics.
Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012
2011
Improving visual analytics environments through a methodological framework for automatic clutter reduction.
J. Vis. Lang. Comput., 2011
IEEE Trans. Vis. Comput. Graph., 2011
Quality Metrics in High-Dimensional Data Visualization: An Overview and Systematization.
IEEE Trans. Vis. Comput. Graph., 2011
Inf. Vis., 2011
Comput. Graph. Forum, 2011
Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011
HiTSEE: A visualization tool for hit selection and analysis in high-throughput screening experiments.
Proceedings of the 2011 IEEE Symposium on Biological Data Visualization, 2011
2010
A unified methodology for the evaluation of accessibility and usability of mobile applications.
Univers. Access Inf. Soc., 2010
Proceedings of the First International Workshop on Novel Data Stream Pattern Mining Techniques, 2010
BELIV'10: beyond time and errors novel evaluation methods for information visualization.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010
Visual quality metrics and human perception: an initial study on 2D projections of large multidimensional data.
Proceedings of the International Conference on Advanced Visual Interfaces, 2010
Proceedings of the International Conference on Advanced Visual Interfaces, 2010
2009
Investigating and reflecting on the integration of automatic data analysis and visualization in knowledge discovery.
SIGKDD Explor., 2009
Int. J. Mob. Hum. Comput. Interact., 2009
Surveying the complementary role of automatic data analysis and visualization in knowledge discovery.
Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration, 2009
2008
BELIV'08: Beyond time and errors: novel evaluation methods for information visualization.
Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008
2007
Visual languages and quality evaluation in multichannel adaptive information systems.
J. Vis. Lang. Comput., 2007
BELIV'06: beyond time and errors; novel evaluation methods for information visualization.
Interactions, 2007
Visual Analysis of Corporate Network Intelligence: Abstracting and Reasoning on Yesterdays for Acting Today.
Proceedings of the 4th International Workshop on Visualization for Computer Security, 2007
Proceedings of the 9th Joint Eurographics - IEEE VGTC Symposium on Visualization, 2007
SpiralView: Towards Security Policies Assessment through Visual Correlation of Network Resources with Evolution of Alarms.
Proceedings of the 2nd IEEE Symposium on Visual Analytics Science and Technology, 2007
Accessibility and Usability Evaluation of MAIS Designer: A New Design Tool for Mobile Services.
Proceedings of the Universal Access in Human-Computer Interaction. Ambient Interaction, 2007
2006
PhD thesis, 2006
Give chance a chance- modeling density to enhance scatter plot quality through random data sampling.
Inf. Vis., 2006
Reducing InfoVis cluttering through non uniform sampling, displacement, and user perception.
Proceedings of the Visualization and Data Analysis 2006, 2006
Proceedings of the Computer-Aided Design Of User Interfaces V, 2006
Proceedings of the 2006 AVI Workshop on BEyond time and errors: novel evaluation methods for information visualization, 2006
Proceedings of the working conference on Advanced visual interfaces, 2006
2005
Is it darker? Improving density representation in 2D scatter plots through a user study.
Proceedings of the Visualization and Data Analysis 2005, 2005
Proceedings of the User Modeling 2005, 2005
Improving 2D Scatterplots Effectiveness through Sampling, Displacement, and User Perception.
Proceedings of the 9th International Conference on Information Visualisation, 2005
Proceedings of the Extended Abstracts Proceedings of the 2005 Conference on Human Factors in Computing Systems, 2005
Proceedings of the From Integrated Publication and Information Systems to Virtual Information and Knowledge Environments, 2005
2004
Proceedings of the 4th International Symposium, 2004
Proceedings of the 8th International Conference on Information Visualisation, 2004
Modelling internet based applications for designing multi-device adaptive interfaces.
Proceedings of the working conference on Advanced visual interfaces, 2004
2003
Proceedings of the Human-Computer Interaction with Mobile Devices and Services, 2003