Enrico Bertini

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 61

Top Venues

CoRR

IEEE Trans. Vis. Comput. Graph.

CHI

HILDA@SIGMOD

Publications

Jun Yuan, Brian Barr, Kyle Overton, Enrico Bertini
Visual Exploration of Machine Learning Model Behavior With Hierarchical Surrogate Rule Sets. IEEE Trans. Vis. Comput. Graph. 30 (2) (2024)
Racquel Fygenson, Steven Franconeri, Enrico Bertini
The Arrangement of Marks Impacts Afforded Messages: Ordering, Partitioning, Spacing, and Coloring in Bar Charts. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Biagio La Rosa, Graziano Blasilli, Romain Bourqui, David Auber, Giuseppe Santucci, Roberto Capobianco, Enrico Bertini, Romain Giot, Marco Angelini
State of the Art of Visual Analytics for eXplainable Deep Learning. Comput. Graph. Forum 42 (1) (2023)
Racquel Fygenson, Steven Franconeri, Enrico Bertini
The Arrangement of Marks Impacts Afforded Messages: Ordering, Partitioning, Spacing, and Coloring in Bar Charts. CoRR (2023)
Daniel Kerrigan, Enrico Bertini
SliceLens: Guided Exploration of Machine Learning Datasets. HILDA@SIGMOD (2023)
Lace M. K. Padilla, Racquel Fygenson, Spencer C. Castro, Enrico Bertini
Multiple Forecast Visualizations (MFVs): Trade-offs in Trust and Performance in Multiple COVID-19 Forecast Visualizations. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Jun Yuan, Gromit Yeuk-Yin Chan, Brian Barr, Kyle Overton, Kim Rees, Luis Gustavo Nonato, Enrico Bertini, Cláudio T. Silva
SUBPLEX: A Visual Analytics Approach to Understand Local Model Explanations at the Subpopulation Level. IEEE Computer Graphics and Applications 42 (6) (2022)
Leo Yu-Ho Lo, Ayush Gupta, Kento Shigyo, Aoyu Wu, Enrico Bertini, Huamin Qu
Misinformed by Visualization: What Do We Learn From Misinformative Visualizations? Comput. Graph. Forum 41 (3) (2022)
Jun Yuan, Enrico Bertini
Context sight: model understanding and debugging via interpretable context. HILDA@SIGMOD (2022)
Leo Yu-Ho Lo, Ayush Gupta, Kento Shigyo, Aoyu Wu, Enrico Bertini, Huamin Qu
Misinformed by Visualization: What Do We Learn From Misinformative Visualizations? CoRR (2022)
Jun Yuan, Brian Barr, Kyle Overton, Enrico Bertini
Visual Exploration of Machine Learning Model Behavior with Hierarchical Surrogate Rule Sets. CoRR (2022)
Jun Yuan, Oded Nov, Enrico Bertini
An Exploration And Validation of Visual Factors in Understanding Classification Rule Sets. IEEE VIS (Short Papers) (2021)
Daniel Kerrigan, Jessica Hullman, Enrico Bertini
A Survey of Domain Knowledge Elicitation in Applied Machine Learning. Multimodal Technol. Interact. 5 (12) (2021)
Ke Xu, Jun Yuan, Yifang Wang, Cláudio T. Silva, Enrico Bertini
mTSeer: Interactive Visual Exploration of Models on Multivariate Time-series Forecast. CHI (2021)
Jun Yuan, Oded Nov, Enrico Bertini
An Exploration And Validation of Visual Factors in Understanding Classification Rule Sets. CoRR (2021)
Yixuan Zhang, Yifan Sun, Lace M. K. Padilla, Sumit Barua, Enrico Bertini, Andrea G. Parker
Mapping the Landscape of COVID-19 Crisis Visualizations. CHI (2021)
Jorge Piazentin Ono, Sonia Castelo, Roque Lopez, Enrico Bertini, Juliana Freire, Cláudio T. Silva
PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines. IEEE Trans. Vis. Comput. Graph. 27 (2) (2021)
Yixuan Zhang, Yifan Sun, Lace M. K. Padilla, Sumit Barua, Enrico Bertini, Andrea G. Parker
Mapping the Landscape of COVID-19 Crisis Visualizations. CoRR (2021)
Oscar Gomez, Steffen Holter, Jun Yuan, Enrico Bertini
AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation. CoRR (2021)
Jun Yuan, Oded Nov, Enrico Bertini
Visualizing Rule Sets: Exploration and Validation of a Design Space. CoRR (2021)
Oscar Gomez, Steffen Holter, Jun Yuan, Enrico Bertini
AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation. IEEE VIS (Short Papers) (2021)
Gennaro Tartarisco, Roberta Bruschetta, Susanna Summa, Liliana Ruta, Martina Favetta, Mario Busa, Alberto Romano, Enrico Castelli, Flavia Marino, Antonio Cerasa, Tommaso Schirinzi, Maurizio Petrarca, Enrico Bertini, Gessica Vasco, Giovanni Pioggia
Artificial Intelligence for Dysarthria Assessment in Children With Ataxia: A Hierarchical Approach. IEEE Access 9 (2021)
Enrico Bertini, Michael Correll, Steven Franconeri
Why Shouldn't All Charts Be Scatter Plots? Beyond Precision-Driven Visualizations. CoRR (2020)
Susanna Summa, Tommaso Schirinzi, Giuseppe Massimo Bernava, Alberto Romano, Martina Favetta, Enza Maria Valente, Enrico Bertini, Enrico Castelli, Maurizio Petrarca, Giovanni Pioggia, Gessica Vasco
Development of SaraHome: A novel, well-accepted, technology-based assessment tool for patients with ataxia. Comput. Methods Programs Biomed. 188 (2020)
Sungsoo Ray Hong, Sonia Castelo, Vito D'Orazio, Christopher Bethune, Aécio S. R. Santos, Scott Langevin, David Jonker, Enrico Bertini, Juliana Freire
Towards Evaluating Exploratory Model Building Process with AutoML Systems. CoRR (2020)
Gromit Yeuk-Yin Chan, Enrico Bertini, Luis Gustavo Nonato, Brian Barr, Cláudio T. Silva
Melody: Generating and Visualizing Machine Learning Model Summary to Understand Data and Classifiers Together. CoRR (2020)
Gromit Yeuk-Yin Chan, Jun Yuan, Kyle Overton, Brian Barr, Kim Rees, Luis Gustavo Nonato, Enrico Bertini, Cláudio T. Silva
SUBPLEX: Towards a Better Understanding of Black Box Model Explanations at the Subpopulation Level. CoRR (2020)
Sungsoo Ray Hong, Jessica Hullman, Enrico Bertini
Human Factors in Model Interpretability: Industry Practices, Challenges, and Needs. CoRR (2020)
Enrico Bertini, Michael Correll, Steven Franconeri
Why Shouldn't All Charts Be Scatter Plots? Beyond Precision-Driven Visualizations. IEEE VIS (Short Papers) (2020)
Brian Barr, Ke Xu, Cláudio T. Silva, Enrico Bertini, Robert Reilly, C. Bayan Bruss, Jason D. Wittenbach
Towards Ground Truth Explainability on Tabular Data. CoRR (2020)
Oscar Gomez, Steffen Holter, Jun Yuan, Enrico Bertini
ViCE: Visual Counterfactual Explanations for Machine Learning Models. CoRR (2020)
Susanna Summa, Gennaro Tartarisco, Martina Favetta, Alina Buzachis, Alberto Romano, Giuseppe Massimo Bernava, A. Sancesario, Gessica Vasco, Giovanni Pioggia, Maurizio Petrarca, Enrico Castelli, Enrico Bertini, Tommaso Schirinzi
Validation of low-cost system for gait assessment in children with ataxia. Comput. Methods Programs Biomed. 196 (2020)
Aritra Dasgupta, Jorge Poco, Bernice E. Rogowitz, Kyungsik Han, Enrico Bertini, Cláudio T. Silva
The Effect of Color Scales on Climate Scientists' Objective and Subjective Performance in Spatial Data Analysis Tasks. IEEE Trans. Vis. Comput. Graph. 26 (3) (2020)
Oscar Gomez, Steffen Holter, Jun Yuan, Enrico Bertini
ViCE: visual counterfactual explanations for machine learning models. IUI (2020)
Sungsoo Ray Hong, Jessica Hullman, Enrico Bertini
Human Factors in Model Interpretability: Industry Practices, Challenges, and Needs. Proc. ACM Hum. Comput. Interact. 4 (CSCW) (2020)
Jorge Piazentin Ono, Sonia Castelo, Roque Lopez, Enrico Bertini, Juliana Freire, Cláudio T. Silva
PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines. CoRR (2020)
Michael Correll, Enrico Bertini, Steven Franconeri
Truncating the Y-Axis: Threat or Menace? CHI (2020)
Aécio S. R. Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Ray Hong, Cláudio T. Silva, Enrico Bertini, Juliana Freire
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation. CoRR (2019)
Enrico Bertini, Peer-Timo Bremer, Daniela Oelke, Jayaraman J. Thiagarajan
Machine Learning Meets Visualization to Make Artificial Intelligence Interpretable (Dagstuhl Seminar 19452). Dagstuhl Reports 9 (11) (2019)
Jay Koven, Cristian Felix, Hossein Siadati, Markus Jakobsson, Enrico Bertini
Lessons Learned Developing a Visual Analytics Solution for Investigative Analysis of Scamming Activities. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Yao Ming, Huamin Qu, Enrico Bertini
RuleMatrix: Visualizing and Understanding Classifiers with Rules. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Federica Di Castro, Enrico Bertini
Surrogate Decision Tree Visualization. IUI Workshops (2019)
Aécio S. R. Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Ray Hong, Cláudio T. Silva, Enrico Bertini, Juliana Freire
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation. HILDA@SIGMOD (2019)
Michael Correll, Enrico Bertini, Steven Franconeri
Truncating the Y-Axis: Threat or Menace? CoRR (2019)
Paolo Buono, Alessandra Legretto, Enrico Bertini, Maria Francesca Costabile
Visual techniques to compare predictive models. CHItaly (2019)
Cristian Felix, Steven Franconeri, Enrico Bertini
Taking Word Clouds Apart: An Empirical Investigation of the Design Space for Keyword Summaries. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Yao Ming, Huamin Qu, Enrico Bertini
RuleMatrix: Visualizing and Understanding Classifiers with Rules. CoRR (2018)
Cristian Felix, Aritra Dasgupta, Enrico Bertini
The Exploratory Labeling Assistant: Mixed-Initiative Label Curation with Large Document Collections. UIST (2018)
Josua Krause, Aritra Dasgupta, Jordan Swartz, Yindalon Aphinyanaphongs, Enrico Bertini
A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations. CoRR (2017)
Paolo Tamagnini, Josua Krause, Aritra Dasgupta, Enrico Bertini
Interpreting Black-Box Classifiers Using Instance-Level Visual Explanations. HILDA@SIGMOD (2017)
Jeremy Boy, Anshul Vikram Pandey, John Emerson, Margaret Satterthwaite, Oded Nov, Enrico Bertini
Showing People Behind Data: Does Anthropomorphizing Visualizations Elicit More Empathy for Human Rights Data? CHI (2017)
Cristian Felix, Anshul Vikram Pandey, Enrico Bertini
TextTile: An Interactive Visualization Tool for Seamless Exploratory Analysis of Structured Data and Unstructured Text. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Enrico Bertini, Giuseppe Santucci
By chance is not enough: Preserving relative density through non uniform sampling. CoRR (2017)
Josua Krause, Aritra Dasgupta, Jordan Swartz, Yindalon Aphinyanaphongs, Enrico Bertini
A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations. VAST (2017)
Enrico Bertini, Giuseppe Santucci
Modelling internet based applications for designing multi-device adaptive interfaces. CoRR (2017)
Aline Bessa, Fernando de Mesentier Silva, Rodrigo Frassetto Nogueira, Enrico Bertini, Juliana Freire
RioBusData: Outlier Detection in Bus Routes of Rio de Janeiro. CoRR (2016)
Josua Krause, Aritra Dasgupta, Jean-Daniel Fekete, Enrico Bertini
SeekAView: An intelligent dimensionality reduction strategy for navigating high-dimensional data spaces. LDAV (2016)
Jay Koven, Enrico Bertini, R. Luke DuBois, Nasir D. Memon
InVEST: Intelligent visual email search and triage. Digit. Investig. (2016)
Anshul Vikram Pandey, Josua Krause, Cristian Felix, Jeremy Boy, Enrico Bertini
Towards Understanding Human Similarity Perception in the Analysis of Large Sets of Scatter Plots. CHI (2016)
Josua Krause, Adam Perer, Enrico Bertini
Using Visual Analytics to Interpret Predictive Machine Learning Models. CoRR (2016)
Aritra Dasgupta, Jorge Poco, Enrico Bertini, Cláudio T. Silva
Reducing the Analytical Bottleneck for Domain Scientists: Lessons from a Climate Data Visualization Case Study. Comput. Sci. Eng. 18 (1) (2016)
Anshul Vikram Pandey, Katharina Rall, Margaret L. Satterthwaite, Oded Nov, Enrico Bertini
How Deceptive are Deceptive Visualizations?: An Empirical Analysis of Common Distortion Techniques. CHI (2015)
Aritra Dasgupta, Jorge Poco, Yaxing Wei, Robert B. Cook, Enrico Bertini, Cláudio T. Silva
Bridging Theory with Practice: An Exploratory Study of Visualization Use and Design for Climate Model Comparison. IEEE Trans. Vis. Comput. Graph. 21 (9) (2015)
Josua Krause, Narges Razavian, Enrico Bertini, David A. Sontag
Visual Exploration of Temporal Data in Electronic Medical Records. AMIA (2015)
Jorge Poco, Aritra Dasgupta, Yaxing Wei, William W. Hargrove, Christopher R. Schwalm, Deborah N. Huntzinger, Robert B. Cook, Enrico Bertini, Cláudio T. Silva
Visual Reconciliation of Alternative Similarity Spaces in Climate Modeling. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
Johannes Fuchs, Petra Isenberg, Anastasia Bezerianos, Fabian Fischer, Enrico Bertini
The Influence of Contour on Similarity Perception of Star Glyphs. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
Jeremy Boy, Ronald A. Rensink, Enrico Bertini, Jean-Daniel Fekete
A Principled Way of Assessing Visualization Literacy. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
Anshul Vikram Pandey, Anjali Manivannan, Oded Nov, Margaret Satterthwaite, Enrico Bertini
The Persuasive Power of Data Visualization. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
Jay Koven, Enrico Bertini, Nasir D. Memon, Roger Luke DuBois
I-VEST: Intelligent visual email search and triage. IEEE VAST (2014)
Jorge Poco, Aritra Dasgupta, Yaxing Wei, William W. Hargrove, Christopher R. Schwalm, Robert B. Cook, Enrico Bertini, Cláudio T. Silva
SimilarityExplorer: A Visual Inter-Comparison Tool for Multifaceted Climate Data. Comput. Graph. Forum 33 (3) (2014)
Josua Krause, Adam Perer, Enrico Bertini
INFUSE: Interactive Feature Selection for Predictive Modeling of High Dimensional Data. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
Johannes Fuchs, Fabian Fischer, Florian Mansmann, Enrico Bertini, Petra Isenberg
Evaluation of alternative glyph designs for time series data in a small multiple setting. CHI (2013)
Jan Hildenbrand, Daniel-Ionut Paval, Prakash Thapa, Christian Rohrdantz, Florian Mansmann, Enrico Bertini, Tobias Schreck
VAST 2012 Mini-Challenge 2: Chart- and Matrix-based approach to network operations forensics. IEEE VAST (2012)
Andrada Tatu, Fabian Maass, Ines Färber, Enrico Bertini, Tobias Schreck, Thomas Seidl, Daniel A. Keim
Subspace search and visualization to make sense of alternative clusterings in high-dimensional data. IEEE VAST (2012)
Florian Mansmann, Milos Krstajic, Fabian Fischer, Enrico Bertini
StreamSqueeze: a dynamic stream visualization for monitoring of event data. Visualization and Data Analysis (2012)
Heidi Lam, Enrico Bertini, Petra Isenberg, Catherine Plaisant, Sheelagh Carpendale
Empirical Studies in Information Visualization: Seven Scenarios. IEEE Trans. Vis. Comput. Graph. 18 (9) (2012)
Ilya Boyandin, Enrico Bertini, Denis Lalanne
A Qualitative Study on the Exploration of Temporal Changes in Flow Maps with Animation and Small-Multiples. Comput. Graph. Forum 31 (3pt2) (2012)
Hendrik Strobelt, Enrico Bertini, Joachim Braun, Oliver Deussen, Ulrich Groth, Thomas U. Mayer, Dorit Merhof
HiTSEE KNIME: a visualization tool for hit selection and analysis in high-throughput screening experiments for the KNIME platform. BMC Bioinform. 13 (S-8) (2012)
Enrico Bertini
Quality Metrics in High-Dimensional Data Visualization: An Overview and Systematization. IEEE Trans. Vis. Comput. Graph. 17 (12) (2011)
Enrico Bertini, Hendrik Strobelt, Joachim Braun, Oliver Deussen, Ulrich Groth, Thomas U. Mayer, Dorit Merhof
HiTSEE: A visualization tool for hit selection and analysis in high-throughput screening experiments. BioVis (2011)
Enrico Bertini, Giuseppe Santucci
Improving visual analytics environments through a methodological framework for automatic clutter reduction. J. Vis. Lang. Comput. 22 (3) (2011)
Milos Krstajic, Enrico Bertini, Daniel A. Keim
CloudLines: Compact Display of Event Episodes in Multiple Time-Series. IEEE Trans. Vis. Comput. Graph. 17 (12) (2011)
Enrico Bertini, Juri Buchmüller, Fabian Fischer, Stephan Huber, Thomas Lindemeier, Fabian Maass, Florian Mansmann, Thomas Ramm, Michael Regenscheit, Christian Rohrdantz, Christian Scheible, Tobias Schreck, Stephan Sellien, Florian Stoffel, Mark Tautzenberger, Matthias Zieker, Daniel A. Keim
Visual analytics of terrorist activities related to epidemics. IEEE VAST (2011)
Ilya Boyandin, Enrico Bertini, Peter Bak, Denis Lalanne
Flowstrates: An Approach for Visual Exploration of Temporal Origin-Destination Data. Comput. Graph. Forum 30 (3) (2011)
Enrico Bertini, Heidi Lam, Adam Perer
Summaries: A special issue on Evaluation for Information Visualization. Inf. Vis. 10 (3) (2011)
Marco Billi, Laura Burzagli, Tiziana Catarci, Giuseppe Santucci, Enrico Bertini, Francesco Gabbanini, Enrico Palchetti
A unified methodology for the evaluation of accessibility and usability of mobile applications. Univers. Access Inf. Soc. 9 (4) (2010)
Enrico Bertini, Heidi Lam, Adam Perer
BELIV'10: beyond time and errors novel evaluation methods for information visualization. CHI Extended Abstracts (2010)
Daniel A. Keim, Peter Bak, Enrico Bertini, Daniela Oelke, David Spretke, Hartmut Ziegler
Advanced visual analytics interfaces. AVI (2010)
Andrada Tatu, Peter Bak, Enrico Bertini, Daniel A. Keim, Jörn Schneidewind
Visual quality metrics and human perception: an initial study on 2D projections of large multidimensional data. AVI (2010)
Milos Krstajic, Enrico Bertini, Florian Mansmann, Daniel A. Keim
Visual analysis of news streams with article threads. StreamKDD@KDD (2010)
Enrico Bertini, Tiziana Catarci, Alan J. Dix, Silvia Gabrielli, Stephen Kimani, Giuseppe Santucci
Appropriating Heuristic Evaluation for Mobile Computing. Int. J. Mob. Hum. Comput. Interact. 1 (1) (2009)
Enrico Bertini, Denis Lalanne
Investigating and reflecting on the integration of automatic data analysis and visualization in knowledge discovery. SIGKDD Explor. 11 (2) (2009)
Enrico Bertini, Denis Lalanne
Surveying the complementary role of automatic data analysis and visualization in knowledge discovery. KDD Workshop on Visual Analytics and Knowledge Discovery (2009)
Enrico Bertini, Maurizio Rigamonti, Denis Lalanne
Extended Excentric Labeling. Comput. Graph. Forum 28 (3) (2009)
Enrico Bertini, Adam Perer, Catherine Plaisant, Giuseppe Santucci
BELIV'08: Beyond time and errors: novel evaluation methods for information visualization. CHI Extended Abstracts (2008)
Laura Burzagli, Marco Billi, Enrico Palchetti, Tiziana Catarci, Giuseppe Santucci, Enrico Bertini
Accessibility and Usability Evaluation of MAIS Designer: A New Design Tool for Mobile Services. HCI (6) (2007)
Carlo Batini, Enrico Bertini, Marco Comerio, Andrea Maurino, Giuseppe Santucci
Visual languages and quality evaluation in multichannel adaptive information systems. J. Vis. Lang. Comput. 18 (5) (2007)
Enrico Bertini, Alessio Di Girolamo, Giuseppe Santucci
See What You Know: Analyzing Data Distribution to Improve Density Map Visualization. EuroVis (2007)
Enrico Bertini, Catherine Plaisant, Giuseppe Santucci
BELIV'06: beyond time and errors; novel evaluation methods for information visualization. Interactions 14 (3) (2007)
Enrico Bertini, Patrick Hertzog, Denis Lalanne
SpiralView: Towards Security Policies Assessment through Visual Correlation of Network Resources with Evolution of Alarms. IEEE VAST (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Enrico Bertini