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publications.json
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[
{
"2024": [
{
"title": "BiasBuzz: Combining Visual Guidance with Haptic Feedback to Increase Awareness of Analytic Behavior during Visual Data Analysis",
"authors": "Jamal Paden*, Arpit Narechania*, Alex Endert",
"venue": "ACM CHI 2024 (LBW)",
"image": "24-chi-biasbuzz.png",
"actions": [
{
"text": "PDF",
"link": "https://arpitnarechania.github.io/docs/publications/biasbuzz_chi_2024.pdf"
},
{
"text": "Video (Talk)",
"link": "https://youtu.be/8Wm7GvN9c90"
}
]
},
{
"title": "DeepSee: Multidimensional Visualizations of Seabed Ecosystems",
"authors": "Adam Coscia, Haley M. Sapers, Noah Deutsch, Malika Khurana, John S. Magyar, Sergio A. Parra, Daniel R. Utter, Rebecca L. Wipfler, David W. Caress, Eric J. Martin, Jennifer B. Paduan, Maggie Hendrie, Santiago Lombeyda, Hillary Mushkin, Alex Endert, Scott Davidoff, and Victoria J. Orphan",
"venue": "ACM CHI 2024",
"image": "24-chi-deepsee.png",
"actions": [
{
"text": "PDF",
"link": "https://arxiv.org/pdf/2403.04761.pdf"
},
{
"text": "Website",
"link": "https://adamcoscia.com/papers/deepsee/"
},
{
"text": "Video (Talk)",
"link": "https://youtu.be/FqJIZJqfeTM"
},
{
"text": "Code",
"link": "https://github.com/orphanlab/DeepSee"
},
{
"text": "Live Demo",
"link": "https://www.its.caltech.edu/~datavis/deepsee/"
}
]
},
{
"title": "Explainability in JupyterLab and Beyond: Interactive XAI Systems for Integrated and Collaborative Workflows",
"authors": "Grace Guo, Dustin Arendt, and Alex Endert",
"venue": "ACM CHI 2024 (workshop)",
"image": "24-chi-bonxai.png",
"actions": [
{
"text": "PDF",
"link": "https://arxiv.org/pdf/2404.02081"
},
{
"text": "Code",
"link": "https://github.com/GraceGSy/bonXAI"
}
]
},
{
"title": "Generating Analytic Specifications for Data Visualization from Natural Language Queries using Large Language Models",
"authors": "Subham Sah*, Rishab Mitra*, Arpit Narechania*, Alex Endert, John Stasko, Wenwen Dou",
"venue": "IEEE VIS 2024 (NLVIZ workshop)",
"image": "24-vis-nl4dvllm.png",
"actions": []
},
{
"title": "iScore: Visual Analytics for Interpreting How Language Models Automatically Score Summaries",
"authors": "Adam Coscia, Langdon Holmes, Wesley Morris, Joon Suh Choi, Scott Crossley, and Alex Endert",
"venue": "ACM IUI 2024",
"image": "24-iui-iscore.png",
"actions": [
{
"text": "PDF",
"link": "https://arxiv.org/pdf/2403.04760.pdf"
},
{
"text": "Website",
"link": "https://adamcoscia.com/papers/iscore/"
},
{
"text": "Video (demo)",
"link": "https://youtu.be/EYJX-_fQPf0"
},
{
"text": "Code",
"link": "https://github.com/AdamCoscia/iScore"
}
]
},
{
"title": "KnowledgeVIS: Interpreting Language Models by Comparing Fill-in-the-Blank Prompts",
"authors": "Adam Coscia, and Alex Endert",
"venue": "IEEE TVCG 2024",
"image": "24-tvcg-knowledgevis.png",
"actions": [
{
"text": "PDF",
"link": "https://arxiv.org/pdf/2403.04758.pdf"
},
{
"text": "Website",
"link": "https://adamcoscia.com/papers/knowledgevis/"
},
{
"text": "Video (demo)",
"link": "https://youtu.be/hBX4rSUMr_I"
},
{
"text": "Code",
"link": "https://github.com/AdamCoscia/KnowledgeVIS"
},
{
"text": "Live Demo",
"link": "https://adamcoscia.com/papers/knowledgevis/demo/"
}
]
},
{
"title": "MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models",
"authors": "Grace Guo, Lifu Deng, Animesh Tandon, Alex Endert, and Bum Chul Kwon",
"venue": "ACM FAccT 2024",
"image": "24-facct-mimicri.png",
"actions": [
{
"text": "PDF",
"link": "https://dl.acm.org/doi/pdf/10.1145/3630106.3659011"
},
{
"text": "Website",
"link": "https://gracegsy.github.io/mimicri/mimicri.html"
},
{
"text": "Code",
"link": "https://github.com/IBM/mimicri"
}
]
},
{
"title": "Preliminary Guidelines For Combining Data Integration and Visual Data Analysis",
"authors": "Adam Coscia, Ashley Suh, Remco Chang, and Alex Endert",
"venue": "IEEE TVCG 2024",
"image": "24-tvcg-integration-guidelines.png",
"actions": [
{
"text": "PDF",
"link": "https://arxiv.org/pdf/2403.04757.pdf"
},
{
"text": "Website",
"link": "https://adamcoscia.com/papers/guidelines/"
},
{
"text": "Video (study)",
"link": "https://youtu.be/NzVxHn-OpqQ"
},
{
"text": "Data",
"link": "https://github.com/AdamCoscia/Integration-Guidelines-VA"
}
]
},
{
"title": "ProvenanceWidgets: A Library of UI Control Elements to Track and Dynamically Overlay Analytic Provenance",
"authors": "Arpit Narechania, Kaustubh Odak, Mennatallah El-Assady, and Alex Endert",
"venue": "IEEE VIS 2024",
"image": "24-vis-provenancewidgets.png",
"actions": [
{
"text": "PDF",
"link": "https://arxiv.org/pdf/2407.17431"
},
{
"text": "Website",
"link": "https://provenancewidgets.github.io/"
},
{
"text": "Video (demo)",
"link": "https://youtu.be/7l6jKbS2SFI"
},
{
"text": "Code",
"link": "https://github.com/ProvenanceWidgets/ProvenanceWidgets"
},
{
"text": "Live Demo",
"link": "https://provenancewidgets.github.io/showcase/#playground"
}
]
},
{
"title": "Visualizing Intelligent Tutor Interactions for Responsive Pedagogy",
"authors": "Grace Guo*, Aishwarya Mudgal Sunil Kumar*, Adit Gupta, Adam Coscia, Chris Maclellan, and Alex Endert",
"venue": "ACM AVI 2024",
"image": "24-avi-vista.png",
"actions": [
{
"text": "PDF",
"link": "https://dl.acm.org/doi/pdf/10.1145/3656650.3656667"
}
]
},
{
"title": "What We Augment When We Augment Visualizations: A Design Elicitation Study of How We Visually Express Data Relationships",
"authors": "Grace Guo, John Stasko, and Alex Endert",
"venue": "ACM AVI 2024",
"image": "24-avi-elicitation.png",
"actions": [
{
"text": "PDF",
"link": "https://dl.acm.org/doi/pdf/10.1145/3656650.3656666"
}
]
}
]
},
{
"2023": [
{
"title": "Causalvis: Visualizations for Causal Inference",
"authors": "Grace Guo, Ehud Karavani, Alex Endert, and Bum Chul Kwon",
"venue": "ACM CHI 2023",
"image": "23-chi-causalvis.png",
"actions": [
{
"text": "PDF",
"link": "/assets/files/23-chi-causalvis.pdf"
},
{
"text": "Website",
"link": "https://gracegsy.github.io/causalvis/causalvis.html"
},
{
"text": "Video",
"link": "https://vimeo.com/804159211"
},
{
"text": "Code",
"link": "https://github.com/causalvis/causalvis"
}
]
},
{
"title": "DataCockpit: A Toolkit for Data Lake Navigation and Monitoring Utilizing Quality and Usage Information",
"authors": "Arpit Narechania, Surya Chakraborty, Shivam Agarwal, Atanu R Sinha, Ryan A. Rossi, Fan Du, Jane Hoffswell, Shunan Guo, Eunyee Koh, Alex Endert, and Shamkant Navathe",
"venue": "IEEE BigData 2023",
"image": "23-bigdata-datacockpit.png",
"actions": [
{
"text": "PDF",
"link": "https://arpitnarechania.github.io/docs/publications/datacockpit_mlbd_2023.pdf"
},
{
"text": "Video",
"link": "https://youtu.be/T-TbsqpNX5M"
}
]
},
{
"title": "DataPilot: Utilizing Quality and Usage Information for Subset Selection during Visual Data Preparation",
"authors": "Arpit Narechania, Fan Du, Atanu R. Sinha, Ryan A. Rossi, Jane Hoffswell, Shunan Guo, Eunyee Koh, Shamkant B. Navathe, and Alex Endert",
"venue": "ACM CHI 2023",
"image": "23-chi-datapilot.png",
"actions": [
{
"text": "PDF",
"link": "https://sites.cc.gatech.edu/~anarechania3/docs/publications/datapilot_chi_2023.pdf"
},
{
"text": "Video (Overview)",
"link": "https://youtu.be/0NShjCXeLKc"
}
]
},
{
"title": "Resiliency: A Consensus Data Binning Method",
"authors": "Arpit Narechania, Alex Endert, and Clio Andris",
"venue": "12th International Conference on Geographic Information Science (GIScience 2023)",
"image": "23-giscience-resiliency.png",
"actions": [
{
"text": "PDF",
"link": "https://drops.dagstuhl.de/storage/00lipics/lipics-vol277-giscience2023/LIPIcs.GIScience.2023.55/LIPIcs.GIScience.2023.55.pdf"
}
]
}
]
},
{
"2022": [
{
"title": "Ethical Tensions in Applications of AI for Addressing Human Trafficking: A Human Rights Perspective",
"authors": "Julia Deeb-Swihart, Alex Endert, and Amy Bruckman",
"venue": "ACM CSCW 2022",
"image": "22-cscw-trafficking.png",
"actions": [
{
"text": "PDF",
"link": "https://dl.acm.org/doi/pdf/10.1145/3555186"
}
]
},
{
"title": "Facilitating Conversational Interaction in Natural Language Interfaces for Visualization",
"authors": "Rishab Mitra, Arpit Narechania, Alex Endert, and John Stasko",
"venue": "IEEE VIS 2022",
"image": "22-vis-conversational-interaction-nl4dv.png",
"actions": [
{
"text": "PDF",
"link": "/assets/files/22-vis-conversational-interaction-nl4dv.pdf"
},
{
"text": "Website",
"link": "http://nl4dv.github.io/"
}
]
}
]
},
{
"2021": [
{
"title": "A Survey of Human-Centered Evaluations in Human-Centered Machine Learning",
"authors": "Fabian Sperrle, Mennatallah El-Assady, Grace Guo, Rita Borgo, Duen Horng Chau, Alex Endert, and Daniel Keim",
"venue": "EuroVIS 2021",
"image": "21-eurovis-human-centered-eval.png",
"actions": [
{
"text": "PDF",
"link": "/assets/files/21-eurovis-human-centered-eval.pdf"
},
{
"text": "Website",
"link": "https://human-centered-evaluations-star.dbvis.de/"
},
{
"text": "Video",
"link": "https://youtu.be/5FpqgH-E4GU"
},
{
"text": "Live Demo",
"link": "https://hce-star.dbvis.de/"
}
]
},
{
"title": "CACTUS: Detecting and Resolving Conflicts in Objective Functions",
"authors": "Subhajit Das and Alex Endert",
"venue": "arXiv 2021",
"image": "21-arxiv-cactus.png",
"actions": [
{
"text": "PDF",
"link": "/assets/files/21-arxiv-cactus.pdf"
}
]
},
{
"title": "Causal perception in question-answering systems",
"authors": "Po-Ming Law, Leo Yu-Ho Lo, Alex Endert, John T. Stasko, and Huamin Qu",
"venue": "ACM CHI 2021",
"image": "",
"actions": [
{
"text": "PDF",
"link": "/assets/files/21-chi-causal-perception.pdf"
}
]
},
{
"title": "Left, right, and gender: Exploring interaction traces to mitigate human biases",
"authors": "Emily Wall, Arpit Narechania, Adam Coscia, Jamal Paden, and Alex Endert",
"venue": "IEEE VIS 2021",
"image": "21-vis-lrg.png",
"actions": [
{
"text": "PDF",
"link": "/assets/files/21-vis-lrg.pdf"
},
{
"text": "Video (Overview)",
"link": "https://youtu.be/hdKZnSeg-Hw"
}
]
},
{
"title": "Lumos: Increasing awareness of analytic behavior during visual data analysis",
"authors": "Arpit Narechania, Adam Coscia, Emily Wall, and Alex Endert",
"venue": "IEEE VIS 2021",
"image": "21-vis-lumos.png",
"actions": [
{
"text": "PDF",
"link": "/assets/files/21-vis-lumos.pdf"
},
{
"text": "Website",
"link": "http://lumos-vis.github.io/"
},
{
"text": "Poster",
"link": "https://sites.cc.gatech.edu/~anarechania3/docs/posters/lumos_cridc_2021.pdf"
},
{
"text": "Slides",
"link": "https://sites.cc.gatech.edu/~anarechania3/docs/slides/lumos_vis_2021.pdf"
},
{
"text": "Live Demo",
"link": "https://lumos-webapp.herokuapp.com/"
}
]
},
{
"title": "Vaine: Visualization and AI for natural experiments",
"authors": "Grace Guo, Maria Glenski, ZhuanYi Shaw, Emily Saldanha, Alex Endert, Svitlana Volkova, and Dustin Arendt",
"venue": "IEEE VIS 2021",
"image": "21-vis-vaine.png",
"actions": [
{
"text": "PDF",
"link": "/assets/files/21-vis-vaine.pdf"
},
{
"text": "Website",
"link": "https://gracegsy.github.io/vaine/vaine.html"
},
{
"text": "Video",
"link": "https://youtu.be/mIIqAD74iD4"
},
{
"text": "Live Demo",
"link": "https://gracegsy.github.io/vaine_dev/"
}
]
}
]
},
{
"2020": [
{
"title": "CAVA: A Visual Analytics System for Exploratory Columnar Data Augmentation Using Knowledge Graphs",
"authors": "Dylan Cashman, Shenyu Xu, Subhajit Das, Florian Heimerl, Cong Liu, Shah Rukh Humayoun, Michael Gleicher, Alex Endert, and Remco Chang",
"venue": "IEEE TVCG 2021, In IEEE VAST 2020",
"image": "cava_1.png",
"actions": [
{
"text": "PDF",
"link": "/assets/files/20-vis-cava.pdf"
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{
"text": "Website",
"link": "/projects/cava.html"
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]
},
{
"title": "Characterizing automated data insights",
"authors": "Po-Ming Law, Alex Endert, and John T. Stasko",
"venue": "IEEE VIS (Short papers) 2020",
"image": "auto-insights.png",
"actions": [
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"text": "PDF",
"link": "/assets/files/20-vis-auto-insights.pdf"
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]
},
{
"title": "Gaggle: Visual Analytics for Model Space Navigation",
"authors": "Subhajit Das, Dylan Cashman, Remco Chang, and Alex Endert",
"venue": "Graphics Interface Conference 2020",
"image": "model_steer_rank_chain.png",
"actions": [
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"text": "PDF",
"link": "https://openreview.net/pdf?id=KyMw0p9rWL"
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{
"text": "Video",
"link": "https://streamable.com/5oiyxf"
},
{
"text": "Website",
"link": "/projects/gaggle.html"
}
]
},
{
"title": "Geono-Cluster: Interactive Visual Cluster Analysis for Biologists",
"authors": "Subhajit Das*, Bahador Saket*, Bum Chul Kwon, and Alex Endert",
"venue": "IEEE TVCG 2021",
"image": "geono_2.png",
"actions": [
{
"text": "PDF",
"link": "/assets/files/20-tvcg-geonocluster.pdf"
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{
"text": "Video",
"link": "https://youtu.be/BNDMXFtmrqY"
},
{
"text": "Website",
"link": "/projects/geonocluster.html"
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]
},
{
"title": "Interpreting Deep Neural Networks through Prototype Factorization",
"authors": "Subhajit Das, Panpan Xu, Zeng Dai, Alex Endert, and Liu Ren",
"venue": "IEEE ICDM (Workshops) 2020",
"image": "",
"actions": [
{
"text": "PDF",
"link": "/assets/files/20-icdm-dnn-prototype.pdf"
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]
},
{
"title": "LEGION: Visually compare modeling techniques for regression",
"authors": "Subhajit Das, and Alex Endert",
"venue": "IEEE VIS, Visualization in Data Science (VDS), 2020",
"image": "legion_1.png",
"actions": [
{
"text": "PDF",
"link": "/assets/files/20-vds-legion.pdf"
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{
"text": "Video",
"link": "https://youtu.be/2lJu1SEzO50"
},
{
"text": "Website",
"link": "/projects/legion.html"
}
]
},
{
"title": "NL4DV: A toolkit for generating analytic specifications for data visualization from natural language queries",
"authors": "Arpit Narechania, Arjun Srinivasan, and John T. Stasko",
"venue": "IEEE VIS 2020",
"image": "20-vis-nl4dv.png",
"actions": [
{
"text": "PDF",
"link": "https://faculty.cc.gatech.edu/~john.stasko/papers/infovis20-nl4dv.pdf"
},
{
"text": "Website",
"link": "http://nl4dv.github.io/"
},
{
"text": "Video (Overview)",
"link": "https://youtu.be/U5uDyILweu8"
},
{
"text": "Video (Talk)",
"link": "https://youtu.be/nJnE7mxbA2k?t=4125"
},
{
"text": "Slides",
"link": "https://sites.cc.gatech.edu/~anarechania3/docs/slides/nl4dv_vis_2020.pdf"
}
]
},
{
"title": "QUESTO: Interactive Construction of Objective Functions for Classification Tasks",
"authors": "Subhajit Das, Shenyu Xu, Michael Gleicher, Remco Chang, and Alex Endert",
"venue": "Eurographics Conference on Visualization (EuroVis) 2020",
"image": "questo_1.png",
"actions": [
{
"text": "PDF",
"link": "/assets/files/20-cgf-questo.pdf"
},
{
"text": "Video",
"link": "https://streamable.com/hm2fl1"
},
{
"text": "Website",
"link": "/projects/questo.html"
}
]
},
{
"title": "SafetyLens: Visual Data Analysis of Functional Safety of Vehicles",
"authors": "Arpit Narechania, Ahsan Qamar, and Alex Endert",
"venue": "IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis'20), 2021",
"image": "safetylens20vis.png",
"actions": [
{
"text": "PDF",
"link": "https://www.cc.gatech.edu/~anarechania3/docs/publications/safetylens_vis_2020.pdf"
},
{
"text": "Video (Introduction)",
"link": "https://youtu.be/PrcJn_dWGwA"
},
{
"text": "Video (Demo)",
"link": "https://youtu.be/iLjTJakBNgI"
}
]
},
{
"title": "Should we trust (x) AI? Design dimensions for structured experimental evaluations",
"authors": "Fabian Sperrle, Mennatallah El-Assady, Grace Guo, Duen Horng (Polo) Chau, Alex Endert, and Daniel A. Keim",
"venue": "arXiv 2020",
"image": "20-arxiv-xai-design-dimensions.png",
"actions": [
{
"text": "PDF",
"link": "/assets/files/20-arxiv-xai-design-dimensions.pdf"
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]
},
{
"title": "Toward a bias-aware future for mixed-initiative visual analytics",
"authors": "Adam Coscia, Duen Horng (Polo) Chau, and Alex Endert",
"venue": "Workshop on TRust and EXpertise in Visual Analytics (TREX) at IEEE VIS, 2020",
"image": "",
"actions": [
{
"text": "PDF",
"link": "/assets/files/20-vis-bias-aware.pdf"
},
{
"text": "Video (Talk)",
"link": "https://youtu.be/LTGzCvhv05M?t=12272"
}
]
},
{
"title": "What are data insights to professional visualization users?",
"authors": "Po-Ming Law, Alex Endert, John T. Stasko",
"venue": "IEEE VIS (Short Papers) 2020",
"image": "",
"actions": [
{
"text": "PDF",
"link": "/assets/files/20-vis-what-are-insights.pdf"
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]
}
]
},
{
"2019": [
{
"title": "A Formative Study of Interactive Bias Metrics in Visual Analytics Using Anchoring Bias",
"authors": "Emily Wall, Leslie Blaha, Celeste Paul, and Alex Endert",
"venue": "Proceedings of the 17th IFIP TC 13 International Conference on Human-Computer Interaction (INTERACT'19), 2019",
"image": "bias_interact.png",
"actions": [
{
"text": "PDF",
"link": "https://emilywall.github.io/media/papers/BiasINTERACT19.pdf"
},
{
"text": "Video",
"link": "https://youtu.be/Qis1YzYnCj4"
}
]
},
{
"title": "A Heuristic Approach to Value-Driven Evaluation of Visualizations",
"authors": "Emily Wall, Meeshu Agnihotri, Laura Matzen, Kristin Divis, Michael Haass, Alex Endert, and John Stasko",
"venue": "IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis'18), 2019",
"image": "value_vis.png",
"actions": [
{
"text": "PDF",
"link": "https://emilywall.github.io/media/papers/ValueVIS18.pdf"
},
{
"text": "Website",
"link": "http://visvalue.org"
}
]
},
{
"title": "A Markov Model of Users' Interactive Behavior in Scatterplots",
"authors": "Emily Wall, Arup Arcalgud, Kuhu Gupta, and Andrew Jo",
"venue": "IEEE Information Visualization (VIS) Short Papers, 2019",
"image": "bias_markov.png",
"actions": [
{
"text": "PDF",
"link": "https://emilywall.github.io/media/papers/MarkovVISSHORT2019.pdf"
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]
},
{
"title": "A User-based Visual Analytics Workflow for Exploratory Model Analysis",
"authors": "Dylan Cashman, Shah Rukh Humayoun, Florian Heimer, Kendall Park, Subhajit Das, John Thompson, Bahador Saket, Abigail Mosca, John Stasko, Alex Endert, Michael Gleicher, and Remco Chang",
"venue": "Eurographics Conference on Visualization (EuroVis) 2019",
"image": "darpa_main.png",
"actions": [
{
"text": "PDF",
"link": "http://www.cs.tufts.edu/~remco/publications/2019/EuroVis2019-Snowcat.pdf"
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]
},
{
"title": "Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication",
"authors": "Arjun Srinivasan, Steven M. Drucker, Alex Endert, and John Stasko",
"venue": "IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis'18), 2019",
"image": "voder-teaser.png",
"actions": [
{
"text": "PDF",
"link": "https://arjun010.github.io/static/papers/voder-infovis18.pdf"
},
{
"text": "Talk (IEEE VIS '18)",
"link": "https://vimeo.com/299862032"
},
{
"text": "Website",
"link": "https://arjun010.github.io/individual-projects/voder.html"
}
]
},
{
"title": "BEAMES: Interactive Multi-Model Steering, Selection, and Inspection for Regression Tasks",
"authors": "Subhajit Das, Dylan Cashman, Remco Chang, and Alex Endert",
"venue": "IEEE Computer Graphics and Applications (CGA), 2019",
"image": "beames_main.png",
"actions": [
{
"text": "PDF",
"link": "/assets/files/19-cga-beames.pdf"
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},
{
"title": "Demonstrational Interaction for Data Visualization",
"authors": "Bahador Saket and Alex Endert",
"venue": "IEEE Computer Graphics and Applications, 2019",
"image": "VbDTheory.png",
"actions": [
{
"text": "PDF",
"link": "https://faculty.cc.gatech.edu/~aendert3/resources/Saket2019CGADemonstration.pdf"
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},
{
"title": "Investigating Direct Manipulation of Graphical Encodings as a Method for User Interaction",
"authors": "Bahador Saket, Samuel Huron, Charles Perin, and Alex Endert",
"venue": "IEEE Transactions on Visualization and Computer Graphics (InfoVis), 2019",
"image": "DM.png",
"actions": [
{
"text": "PDF",
"link": "https://www.researchgate.net/profile/Samuel-Huron/publication/335353438_Investigating_Direct_Manipulation_of_Graphical_Encodings_as_a_Method_for_User_Interaction/links/5e2862c392851c3aadd20a3c/Investigating-Direct-Manipulation-of-Graphical-Encodings-as-a-Method-for-User-Interaction.pdf"
}
]
},
{
"title": "Investigating the Manual View Specification and Visualization by Demonstration Paradigms for Visualization Construction",
"authors": "Bahador Saket and Alex Endert",
"venue": "Computer Graphics Forum (EuroVis), 2019",
"image": "VBDMVS.png",
"actions": [
{
"text": "PDF",
"link": "https://faculty.cc.gatech.edu/~aendert3/resources/Saket2019Demonstration.pdf"
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]
},
{
"title": "Toward a Design Space for Mitigating Cognitive Bias in Vis",
"authors": "Emily Wall, John Stasko, and Alex Endert",
"venue": "IEEE Information Visualization (VIS) Short Papers, 2019",
"image": "bias_design_space.png",
"actions": [
{
"text": "PDF",
"link": "https://emilywall.github.io/media/papers/DesignSpaceVISSHORT2019.pdf"
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]
},
{
"title": "Using Expert Patterns in Assisted Interactive Machine Learning: A Study in Machine Teaching",
"authors": "Emily Wall, Soroush Ghorashi, and Gonzalo Ramos",
"venue": "Proceedings of the 17th IFIP TC 13 International Conference on Human-Computer Interaction (INTERACT'19), 2019",
"image": "machine_teaching.png",
"actions": [
{
"text": "PDF",
"link": "https://emilywall.github.io/media/papers/MachineTeachingINTERACT19.pdf"
},
{
"text": "Video",
"link": "https://youtu.be/cpkbanDNziQ"
}
]
}
]
},
{
"2018": [
{
"title": "Four Perspectives on Human Bias in Visual Analytics",
"authors": "Emily Wall, Leslie Blaha, Celeste Paul, Kristin Cook, and Alex Endert",
"venue": "Cognitive Biases in Visualizations (Chapter 3, pp. 29-42). Springer, 2018",
"image": "decisive_chapter.png",
"actions": [
{
"text": "Chapter",
"link": "https://link.springer.com/chapter/10.1007/978-3-319-95831-6_3"
},
{
"text": "Book",
"link": "https://link.springer.com/book/10.1007/978-3-319-95831-6"
}
]
},
{
"title": "Task-Based Effectiveness of Basic Visualizations",
"authors": "Bahador Saket, Alex Endert, Cagatay Demiralp",
"venue": "IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis'18), 2018",
"image": "2018-saket-task.png",
"actions": [
{
"text": "PDF",
"link": "https://hci.stanford.edu/~cagatay/projects/peng/peng-tvcg.pdf"
},
{
"text": "Code",
"link": "https://github.com/gtvalab/ChartsEffectiveness"
},
{
"text": "Website",
"link": "https://kopoljs.github.io/"
}
]
},
{
"title": "TexTonic: Interactive Visualization for Exploration and Discovery of Very Large Text Collections",
"authors": "Celeste L. Paul, Jessica Chang, Alex Endert, Nick Cramer, David Gillen, Shawn Hampton, Russ Burtner, Ralph Perko, Kristin A. Cook",
"venue": "Information Visualization, 2018",
"image": "textonic.png",
"actions": [
{
"text": "PDF",
"link": "https://faculty.cc.gatech.edu/~aendert3/resources/Paul2018TexTonic.pdf"
},
{
"text": "Video",
"link": "https://youtu.be/4z_n3J7bjGQ"
}
]
}
]
},
{
"2017": [
{
"title": "Evaluating Interactive Graphical Encodings for Data Visualization",
"authors": "Bahador Saket, Arjun Srinivasan, Eric Ragan, and Alex Endert",
"venue": "IEEE Transactions on Visualization and Computer Graphics, 2017",
"image": "encodings.png",
"actions": [
{
"text": "PDF",
"link": "http://arjun010.github.io/static/papers/interactive-encodings.pdf"
}
]
},
{
"title": "Four Perspectives on Human Bias in Visual Analytics",
"authors": "Emily Wall, Leslie Blaha, Celeste Paul, Kristin Cook, and Alex Endert",
"venue": "DECISIVe: Workshop on Dealing with Cognitive Biases in Visualizations (at IEEE VIS'17), 2017",
"image": "decisive.png",
"actions": [
{
"text": "PDF",
"link": "https://emilywall.github.io/media/papers/BiasDECISIVe17.pdf"
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]
},
{
"title": "Graphiti: Interactive Specification of Attribute-based Edges for Network Modeling and Visualization",
"authors": "Arjun Srinivasan, Hyunwoo Park, Alex Endert, and Rahul C. Basole",
"venue": "IEEE Transactions on Visualization and Computer Graphics (Proc. VAST'17), 2018",
"image": "graphiti.png",
"actions": [
{
"text": "PDF",
"link": "http://arjun010.github.io/static/papers/graphiti-vast17.pdf"
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]
},
{
"title": "Podium: Ranking Data Using Mixed-Initiative Visual Analytics",
"authors": "Emily Wall, Subhajit Das, Ravish Chawla, Bharath Kalidindi, Eli Brown, and Alex Endert",
"venue": "IEEE Transactions on Visualization and Computer Graphics (Proc. VAST'17), 2018",
"image": "podium.png",
"actions": [
{
"text": "PDF",
"link": "https://emilywall.github.io/media/papers/PodiumVAST17.pdf"
},
{
"text": "Video",
"link": "https://vimeo.com/238467013"
}
]
},
{
"title": "Supporting Team-First Visual Analytics through Group Activity Representations",
"authors": "Karthik Badam, Zehua Zeng, Emily Wall, Alex Endert, and Niklas Elmqvist",
"venue": "Graphics Interface, 2017",
"image": "teamfirstva.png",
"actions": [
{
"text": "PDF",
"link": "https://emilywall.github.io/media/papers/GroupGI17.pdf"
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},
{
"title": "The State of the Art in Integrating Machine Learning into Visual Analytics",
"authors": "Alex Endert, William Ribarsky, Cagatay Turkay, B. William Wong, Ian Nabney, Ignacio Diaz Blanco, and Fabrice Rossi",
"venue": "Computer Graphics Forum (Proc. EuroVis'17), 2017",
"image": "state-ml.png",
"actions": [
{
"text": "PDF",
"link": "http://www.cc.gatech.edu/~aendert3/resources/Endert2017State.pdf"
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},
{
"title": "VIGOR: Interactive Visual Exploration of Graph Query Results",
"authors": "Robert Pienta, Fred Hohman, Alex Endert, Acar Tamersoy, Kevin Roundy, Chris Gates, Shamkant Navathe, Duen Horng Chau",
"venue": "IEEE Transactions on Visualization and Computer Graphics (Proc. VAST'17), 2018",
"image": "17-vigor-vast.png",
"actions": [
{
"text": "PDF",
"link": "https://www.cc.gatech.edu/~dchau/papers/17-vast-vigor.pdf"
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"text": "Preview",
"link": "https://vimeo.com/groups/480818/videos/230830163"
},
{
"text": "Video",
"link": "https://www.youtube.com/watch?v=-jeck0yrT_Q"
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]
},
{
"title": "Warning, Bias May Occur: A Proposed Approach to Detecting Cognitive Bias in Interactive Visual Analytics",
"authors": "Emily Wall, Leslie M. Blaha, Lyndsey Franklin, and Alex Endert",
"venue": "IEEE Visual Analytics Science and Technology (VAST), 2017",
"image": "bias1.png",
"actions": [
{
"text": "PDF",
"link": "https://emilywall.github.io/media/papers/BiasVAST17.pdf"
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{
"text": "Video",
"link": "https://vimeo.com/238344585"
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{
"2016": [
{
"title": "Axisketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings",
"authors": "BC Kwon, Hannah Kim, Emily Wall, Jaegul Choo, Haesun Park, and Alex Endert",
"venue": "IEEE Transactions on Visualization and Computer Graphics (Proc. VAST'16), 2017",
"image": "axisketcher.png",
"actions": [
{
"text": "PDF",
"link": "https://emilywall.github.io/media/papers/AxiSketcherVAST16.pdf"
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},
{
"title": "Toward Theoretical Techniques for Measuring the Use of Human Effort in Visual Analytic Systems",