Publications: Enrico Bertini
Download CSV for Enrico Bertini
| Title | Year | Citations | Score |
|---|---|---|---|
|
Empirical studies in information visualization: Seven scenarios
IEEE Transactions on Visualization and Computer Graphics 18 (9), 1520-1536, 2012 View Details |
2012 | 780 | 97.6% |
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Human factors in model interpretability: Industry practices, challenges, and needs
Proceedings of the ACM on Human-Computer Interaction 4 (CSCW1), 1-26, 2020 View Details |
2020 | 159 | 93.4% |
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RuleMatrix: Visualizing and Understanding Classifiers with Rules
IEEE transactions on visualization and computer graphics, 2018 View Details |
2018 | 232 | 93.2% |
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A Principled Way of Assessing Visualization Literacy
IEEE Transactions on Visualization and Computer Graphics, 2014 View Details |
2014 | 286 | 92.7% |
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Quality metrics in high-dimensional data visualization: An overview and systematization
IEEE Transactions on Visualization and Computer Graphics 17 (12), 2203-2212, 2011 View Details |
2011 | 342 | 92.5% |
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The persuasive power of data visualization
IEEE transactions on visualization and computer graphics 20 (12), 2211-2220, 2014 View Details |
2014 | 246 | 91.3% |
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Cloudlines: Compact display of event episodes in multiple time-series
IEEE transactions on visualization and computer graphics 17 (12), 2432-2439, 2011 View Details |
2011 | 267 | 90.0% |
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INFUSE: interactive feature selection for predictive modeling of high dimensional data
IEEE transactions on visualization and computer graphics 20 (12), 1614-1623, 2014 View Details |
2014 | 210 | 89.5% |
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Mapping the landscape of covid-19 crisis visualizations
Proceedings of the 2021 CHI conference on human factors in computing systems …, 2021 View Details |
2021 | 73 | 89.2% |
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How Deceptive are Deceptive Visualizations?: An Empirical Analysis of Common Distortion Techniques
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 2015 View Details |
2015 | 191 | 89.0% |
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Flowstrates: An approach for visual exploration of temporal origin‐destination data
Computer Graphics Forum 30 (3), 971-980, 2011 View Details |
2011 | 191 | 85.5% |
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Vice: Visual counterfactual explanations for machine learning models
Proceedings of the 25th International Conference on Intelligent User …, 2020 View Details |
2020 | 79 | 85.5% |
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Appropriating and assessing heuristics for mobile computing
Proceedings of the working conference on Advanced visual interfaces, 119-126, 2006 View Details |
2006 | 216 | 85.0% |
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State of the art of visual analytics for explainable deep learning
Computer Graphics Forum 42 (1), 319-355, 2023 View Details |
2023 | 19 | 84.6% |
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Evaluation of alternative glyph designs for time series data in a small multiple setting
Proceedings of the SIGCHI conference on human factors in computing systems …, 2013 View Details |
2013 | 155 | 84.1% |
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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 View Details |
2017 | 110 | 83.4% |
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Taking word clouds apart: An empirical investigation of the design space for keyword summaries
IEEE Transactions on Visualization and Computer Graphics 24 (1), 657-666, 2018 View Details |
2018 | 98 | 83.0% |
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Subspace search and visualization to make sense of alternative clusterings in high-dimensional data
2012 IEEE Conference on Visual Analytics Science and Technology (VAST), 63-72, 2012 View Details |
2012 | 146 | 82.1% |
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A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations
IEEE Conference on Visual Analytics Science and Technology (VAST), 2017 View Details |
2017 | 101 | 81.9% |
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Surveying the complementary role of automatic data analysis and visualization in knowledge discovery
Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge …, 2009 View Details |
2009 | 143 | 79.3% |
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Truncating the y-axis: Threat or menace?
Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems …, 2020 View Details |
2020 | 52 | 78.0% |
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PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines
IEEE Transactions on Visualization and Computer Graphics, 2020 View Details |
2020 | 51 | 77.5% |
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Interpreting black-box classifiers using instance-level visual explanations
Proceedings of the 2nd workshop on human-in-the-loop data analytics, 1-6, 2017 View Details |
2017 | 81 | 77.5% |
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Misinformed by visualization: What do we learn from misinformative visualizations?
Computer Graphics Forum 41 (3), 515-525, 2022 View Details |
2022 | 22 | 77.0% |
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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 View Details |
2016 | 85 | 76.7% |
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A qualitative study on the exploration of temporal changes in flow maps with animation and small‐multiples
Computer Graphics Forum 31 (3pt2), 1005-1014, 2012 View Details |
2012 | 110 | 76.5% |
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Using visual analytics to interpret predictive machine learning models
arXiv preprint arXiv:1606.05685, 2016 View Details |
2016 | 82 | 76.0% |
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Impact of COVID-19 forecast visualizations on pandemic risk perceptions
Scientific reports 12 (1), 2014, 2022 View Details |
2022 | 19 | 73.6% |
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Multiple forecast visualizations (mfvs): Trade-offs in trust and performance in multiple covid-19 forecast visualizations
IEEE Transactions on Visualization and Computer Graphics 29 (1), 12-22, 2022 View Details |
2022 | 19 | 73.6% |
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Investigating and reflecting on the integration of automatic data analysis and visualization in knowledge discovery
Acm Sigkdd Explorations Newsletter 11 (2), 9-18, 2010 View Details |
2010 | 99 | 71.9% |
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Bridging theory with practice: An exploratory study of visualization use and design for climate model comparison
IEEE transactions on visualization and computer graphics 21 (9), 996-1014, 2015 View Details |
2015 | 72 | 71.0% |
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Seven guiding scenarios for information visualization evaluation
View Details |
2011 | 88 | 70.6% |
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The influence of contour on similarity perception of star glyphs
IEEE transactions on visualization and computer graphics 20 (12), 2251-2260, 2014 View Details |
2014 | 72 | 69.3% |
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Appropriating heuristic evaluation for mobile computing
International Journal of Mobile Human Computer Interaction (IJMHCI) 1 (1), 20-41, 2009 View Details |
2009 | 85 | 68.4% |
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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, 49-56, 2010 View Details |
2010 | 84 | 68.4% |
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SimilarityExplorer: A Visual Inter‐Comparison Tool for Multifaceted Climate Data
Computer Graphics Forum 33 (3), 341-350, 2014 View Details |
2014 | 63 | 66.0% |
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Visus: An interactive system for automatic machine learning model building and curation
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 1-7, 2019 View Details |
2019 | 37 | 65.4% |
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Give chance a chance: modeling density to enhance scatter plot quality through random data sampling
Information Visualization 5 (2), 95-110, 2006 View Details |
2006 | 78 | 65.2% |
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The effect of color scales on climate scientists’ objective and subjective performance in spatial data analysis tasks
IEEE transactions on visualization and computer graphics 26 (3), 1577-1591, 2018 View Details |
2018 | 41 | 63.6% |
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TextTile: An Interactive Visualization Tool for Seamless Exploratory Analysis of Structured Data and Unstructured Text
IEEE transactions on visualization and computer graphics 23 (1), 161-170, 2016 View Details |
2016 | 49 | 63.3% |
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Using flow maps to explore migrations over time
Geospatial visual analytics workshop in conjunction with the 13th AGILE …, 2010 View Details |
2010 | 67 | 63.2% |
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Why Shouldn’t All Charts Be Scatter Plots? Beyond Precision-Driven Visualizations
IEEE Conference on Visualization (VIS), 2020 View Details |
2020 | 28 | 62.7% |
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Springview: Cooperation of radviz and parallel coordinates for view optimization and clutter reduction
Coordinated and Multiple Views in Exploratory Visualization (CMV'05), 22-29, 2005 View Details |
2005 | 70 | 62.5% |
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The Exploratory Labeling Assistant: Mixed-Initiative Label Curation with Large Document Collections
Proceedings of the 31th Annual ACM Symposium on User Interface Software and …, 2018 View Details |
2018 | 39 | 62.4% |
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Data visualization for human rights advocacy
Journal of Human Rights Practice 8 (2), 171-197, 2016 View Details |
2016 | 47 | 62.2% |
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A survey of domain knowledge elicitation in applied machine learning
Multimodal Technologies and Interaction 5 (12), 73, 2021 View Details |
2021 | 20 | 62.0% |
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SpiralView: towards security policies assessment through visual correlation of network resources with evolution of alarms
2007 IEEE symposium on visual analytics science and technology, 139-146, 2007 View Details |
2007 | 65 | 61.3% |
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The sampling lens: making sense of saturated visualisations
CHI'05 extended abstracts on Human Factors in Computing Systems, 1351-1354, 2005 View Details |
2005 | 56 | 57.8% |
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Seekaview: An intelligent dimensionality reduction strategy for navigating high-dimensional data spaces
2016 IEEE 6th Symposium on Large Data Analysis and Visualization (LDAV), 11-19, 2016 View Details |
2016 | 40 | 57.7% |
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Quality metrics for 2d scatterplot graphics: automatically reducing visual clutter
International Symposium on Smart Graphics, 77-89, 2004 View Details |
2004 | 56 | 56.9% |
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BELIV'08: Beyond time and errors: novel evaluation methods for information visualization
CHI'08 extended abstracts on Human factors in computing systems, 3913-3916, 2008 View Details |
2008 | 52 | 56.4% |
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Visual quality metrics
Proceedings of the 2006 AVI workshop on BEyond time and errors: novel …, 2006 View Details |
2006 | 49 | 54.8% |
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Extended excentric labeling
Computer Graphics Forum 28 (3), 927-934, 2009 View Details |
2009 | 46 | 54.2% |
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Clustnails: Visual analysis of subspace clusters
Tsinghua Science and Technology 17 (4), 419-428, 2012 View Details |
2012 | 42 | 53.3% |
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By chance is not enough: preserving relative density through nonuniform sampling
Proceedings. Eighth International Conference on Information Visualisation …, 2004 View Details |
2004 | 46 | 52.9% |
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A User Study on the Effect of Aggregating Explanations for Interpreting Machine Learning Models
KDD Workshop on Interactive Data Exploration and Analytics (IDEA), 2018 View Details |
2018 | 27 | 52.3% |
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Mtseer: Interactive visual exploration of models on multivariate time-series forecast
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems …, 2021 View Details |
2021 | 13 | 49.2% |
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Melody: Generating and visualizing machine learning model summary to understand data and classifiers together
arXiv preprint arXiv:2007.10614, 2020 View Details |
2020 | 17 | 48.7% |
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AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation
2021 IEEE Visualization Conference (VIS), 31-35, 2021 View Details |
2021 | 12 | 46.8% |
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Visual reconciliation of alternative similarity spaces in climate modeling
IEEE transactions on visualization and computer graphics 20 (12), 1923-1932, 2014 View Details |
2014 | 28 | 45.5% |
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Surrogate decision tree visualization interpreting and visualizing black-box classification models with surrogate decision tree
CEUR Workshop Proceedings 2327, 2019 View Details |
2019 | 18 | 45.5% |
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Mobile devices: opportunities for users with special needs
International Conference on Mobile Human-Computer Interaction, 486-491, 2003 View Details |
2003 | 28 | 44.3% |
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Improving 2D scatterplots effectiveness through sampling, displacement, and user perception
Ninth International Conference on Information Visualisation (IV'05), 826-834, 2005 View Details |
2005 | 28 | 44.0% |
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Visual analysis of news streams with article threads
Proceedings of the First International Workshop on Novel Data Stream Pattern …, 2010 View Details |
2010 | 27 | 43.1% |
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HiTSEE KNIME: a visualization tool for hit selection and analysis in high-throughput screening experiments for the KNIME platform
BMC bioinformatics 13, 1-13, 2012 View Details |
2012 | 27 | 43.1% |
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An exploration and validation of visual factors in understanding classification rule sets
2021 IEEE Visualization Conference (VIS), 6-10, 2021 View Details |
2021 | 10 | 41.3% |
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Advanced visual analytics interfaces
Proceedings of the International Conference on Advanced Visual Interfaces, 3-10, 2010 View Details |
2010 | 22 | 39.2% |
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Riobusdata: Outlier detection in bus routes of rio de janeiro
arXiv preprint arXiv:1601.06128, 2016 View Details |
2016 | 19 | 38.9% |
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InVEST: Intelligent visual email search and triage
Digital Investigation 18, S138-S148, 2016 View Details |
2016 | 19 | 38.9% |
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See What You Know: Analyzing Data Distribution to Improve Density Map Visualization.
EuroVis 7, 163-170, 2007 View Details |
2007 | 21 | 38.4% |
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Modelling internet based applications for designing multi-device adaptive interfaces
Proceedings of the working conference on Advanced visual interfaces, 252-256, 2004 View Details |
2004 | 20 | 38.2% |
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Lessons Learned Developing a Visual Analytics Solution for Investigative Analysis of Scamming Activities.
IEEE Transactions on Visualization and Computer Graphics, 2018 View Details |
2018 | 15 | 37.3% |
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Interaction-based adaptation for small screen devices
International Conference on User Modeling, 277-281, 2005 View Details |
2005 | 18 | 36.5% |
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Revex: Visual investigative journalism with a million healthcare reviews
Proceedings of Computation+ Journalism Symposium (CJ), 2015 View Details |
2015 | 17 | 35.3% |
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Is it darker? improving density representation in 2d scatter plots through a user study
Visualization and Data Analysis 2005 5669, 158-167, 2005 View Details |
2005 | 16 | 34.8% |
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SUBPLEX: A Visual Analytics Approach to Understand Local Model Explanations at the Subpopulation Level
IEEE Computer Graphics and Applications 42 (6), 24-36, 2022 View Details |
2022 | 5 | 34.6% |
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Subplex: Towards a better understanding of black box model explanations at the subpopulation level
arXiv preprint arXiv:2007.10609, 2020 View Details |
2020 | 9 | 32.0% |
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Towards ground truth explainability on tabular data
arXiv preprint arXiv:2007.10532, 2020 View Details |
2020 | 9 | 32.0% |
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Streamsqueeze: a dynamic stream visualization for monitoring of event data
Visualization and Data Analysis 2012 8294, 13-24, 2012 View Details |
2012 | 15 | 31.9% |
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Reducing the analytical bottleneck for domain scientists: Lessons from a climate data visualization case study
Computing in science & engineering 18 (1), 92-100, 2015 View Details |
2015 | 14 | 31.6% |
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Visualization in digital libraries
From Integrated Publication and Information Systems to Information and …, 2005 View Details |
2005 | 12 | 30.5% |
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A review of standard usability principles in the context of mobile computing
Studies in Communication Sciences 5, 111-126, 2005 View Details |
2005 | 12 | 30.5% |
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Appropriating heuristic evaluation methods for mobile computing
Handbook of Research on User Interface Design and Evaluation for Mobile …, 2008 View Details |
2008 | 12 | 29.6% |
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Visual analytics of terrorist activities related to epidemics
2011 IEEE Conference on Visual Analytics Science and Technology (VAST), 329-330, 2011 View Details |
2011 | 12 | 29.0% |
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Visualizing the world’s refugee data with JFlowMap
Proceedings of the Eurographics/IEEE-VGTC Symposium on Visualization, 2010 View Details |
2010 | 12 | 28.9% |
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Social networks visualization: A brief survey
The Blog of Enrico Bertini, October, 2005 View Details |
2005 | 10 | 28.0% |
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Surrogate Decision Tree Visualization.
IUI Workshops, 2019 View Details |
2019 | 8 | 27.1% |
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Towards Evaluating Exploratory Model Building Process with AutoML Systems
arXiv preprint arXiv:2009.00449, 2020 View Details |
2020 | 7 | 26.6% |
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Visual analysis of corporate network intelligence: abstracting and reasoning on yesterdays for acting today
VizSEC 2007: Proceedings of the Workshop on Visualization for Computer …, 2008 View Details |
2008 | 8 | 24.0% |
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Accessibility and usability evaluation of MAIS designer: a new design tool for mobile services
Universal Access in Human-Computer Interaction. Ambient Interaction: 4th …, 2007 View Details |
2007 | 8 | 23.7% |
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HiTSEE: A Visualization Tool for Hit Selection and Analysis in High-Throughput Screening Experiments
Biological Data Visualization (BioVis), 2011 IEEE Symposium on, 95-102, 2011 View Details |
2011 | 8 | 23.3% |
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Summaries: a special issue on evaluation for information visualization
Information Visualization 10 (3), 161-161, 2011 View Details |
2011 | 7 | 21.5% |
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Visual exploration of machine learning model behavior with hierarchical surrogate rule sets
IEEE Transactions on Visualization and Computer Graphics, 2022 View Details |
2022 | 3 | 21.0% |
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Exploiting ubiquitous computing to support digital library tasks
Proc. of Human-Computer Interaction International Conference (HCII 2005 …, 2005 View Details |
2005 | 5 | 18.5% |
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Reducing InfoVis cluttering through non uniform sampling, displacement, and user perception
Visualization and Data Analysis 2006 6060, 189-200, 2006 View Details |
2006 | 5 | 18.2% |
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Visual languages and quality evaluation in multichannel adaptive information systems
Journal of Visual Languages & Computing 18 (5), 513-522, 2007 View Details |
2007 | 5 | 17.4% |
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Visual Exploration of Temporal Data in Electronic Medical Records.
AMIA, 2015 View Details |
2015 | 5 | 16.5% |
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Visual techniques to compare predictive models
Proceedings of the 13th Biannual Conference of the Italian SIGCHI Chapter …, 2019 View Details |
2019 | 4 | 15.9% |
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Reducing infovis cluttering through sampling displacement and user perception
Proc. of IEEE Symposium on Information Visualisation Infovis05, 2005 View Details |
2005 | 4 | 15.7% |
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Pipelineprofiler: a visual analytics tool for the exploration of automl pipelines
arXiv e-prints, arXiv: 2005.00160, 2020 View Details |
2020 | 3 | 12.4% |
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A Framework for Analysis Attackers’ Accounts
Security, Privacy and User Interaction, 63-89, 2020 View Details |
2020 | 3 | 12.4% |
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Modeling user-system data exchange to design adaptive interfaces
Proceedings del International Workshop on Plastic Services for Mobile Devices 18, 2005 View Details |
2005 | 3 | 12.0% |
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Exploiting multiple views to support visual exploration and mining
Proceedings. Second International Conference on Coordinated and Multiple …, 2004 View Details |
2004 | 3 | 11.8% |
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Visualizing Migration Flows and their Development in Time: Flow Maps and Beyond
IEEE VisWeek Doctoral Colloquium, Salt Lake City, United States, 2010 View Details |
2010 | 3 | 11.3% |
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A sampling approach to deal with cluttered information visualizations
Pediatrics 51 (2), 292, 2008 View Details |
2008 | 2 | 6.9% |
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Dealing with Clutter in Information Visualization
Ph. D. Report, Roma, Italy, 2004 View Details |
2004 | 2 | 6.8% |
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A versatile framework for the analysis of high-throughput screening data
WCSB, 57-60, 2011 View Details |
2011 | 2 | 6.7% |
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Reflecting on the design criteria for explanatory visualizations
In Workshop on Creation, Curation, Critique and Conditioning of Principles …, 2016 View Details |
2016 | 2 | 6.4% |
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Context sight: model understanding and debugging via interpretable context
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 1-7, 2022 View Details |
2022 | 1 | 0.0% |
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The arrangement of marks impacts afforded messages: ordering, partitioning, spacing, and coloring in bar charts
IEEE transactions on visualization and computer graphics, 2023 View Details |
2023 | 1 | 0.0% |
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Machine Learning Meets Visualization to Make Artificial Intelligence Interpretable (Dagstuhl Seminar 19452)
Dagstuhl Reports 9 (11), 2020 View Details |
2020 | 1 | 0.0% |
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Functional Interaction Abilities: Conceptual Model of the User Context
Mobile Information Systems-Infrastructure and Design for Flexibility and …, 2006 View Details |
2006 | 1 | 0.0% |
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MIMA: Multimedia Interfaces for Mobile Applications
Proc. Of 2006 Second International Symposium on Communications, Control and …, 2006 View Details |
2006 | 1 | 0.0% |
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Catalogue-based interaction and access to library resources
10th DELOS Thematic Workshop on Personalized Access, Profile Management, and …, 2007 View Details |
2007 | 1 | 0.0% |
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Visualizing Rule Sets: Exploration and Validation of a Design Space
arXiv preprint arXiv:2103.01022, 2021 View Details |
2021 | 1 | 0.0% |
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A methodological framework for automatic clutter reduction in visual analytics
15th International Conference on Distributed Multimedia Systems, DMS 2008 …, 2009 View Details |
2009 | 1 | 0.0% |
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Report on BELIV’06 Workshop Beyond Time and Errors: Novel evaLuation Methods for Information Visualization
View Details |
2006 | 1 | 0.0% |
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Appropriating heuristic evaluation methods for mobile computing
Information Science Reference, 2007 View Details |
2007 | 1 | 0.0% |