%% bibliography.bib

@article{DBLP:journals/ivs/YiMSJ05,
  author       = {Ji Soo Yi and Rachel Melton and John T. Stasko and Julie A. Jacko},
  title        = {Dust {\&} Magnet: multivariate information visualization using a magnet metaphor},
  journal      = {Information Visualization},
  volume       = {4},
  number       = {3},
  pages        = {239--256},
  year         = {2005},
  doi          = {10.1057/PALGRAVE.IVS.9500099},
}

@inproceedings{DBLP:conf/chi/RzeszotarskiK14,
  author       = {Jeffrey M. Rzeszotarski and Aniket Kittur},
  title        = {Kinetica: naturalistic multi-touch data visualization},
  booktitle    = {Proceedings of the ACM Conference on Human Factors in Computing Systems},
  pages        = {897--906},
  publisher    = {ACM},
  year         = {2014},
  doi          = {10.1145/2556288.2557231},
}

@article{DBLP:journals/tvcg/HoqueE24,
  author       = {Md. Naimul Hoque and Niklas Elmqvist},
  title        = {Dataopsy: Scalable and Fluid Visual Exploration using Aggregate Query Sculpting},
  journal      = {{IEEE} Transactions on Visualization and Computer Graphics},
  volume       = {30},
  number       = {1},
  pages        = {186--196},
  year         = {2024},
  doi          = {10.1109/TVCG.2023.3326594},
}

@Manual{beeswarm,
  author    = {Aron Eklund and James Trimble}, 
  title     = {beeswarm: The Bee Swarm Plot, an Alternative to Stripchart},
  url       = {https://cran.r-project.org/package=beeswarm},
  note      = {R package version 0.4.0},
  year      = {2021},
}

@article{DBLP:journals/tvcg/SarikayaG18,
  author    = {Alper Sarikaya and Michael Gleicher},
  title     = {Scatterplots: Tasks, Data, and Designs},
  journal   = {{IEEE} Transactions on Visualization and Computer Graphics},
  volume    = {24},
  number    = {1},
  pages     = {402--412},
  year      = {2018},
  doi       = {10.1109/TVCG.2017.2744184},
}

@article{DBLP:journals/ivs/KeimHDJB10,
  author    = {Daniel A. Keim and Ming C. Hao and Umeshwar Dayal and Halldor Janetzko and Peter Bak},
  title     = {Generalized scatter plots},
  journal   = {Information Visualization},
  volume    = {9},
  number    = {4},
  pages     = {301--311},
  year      = {2010},
  doi       = {10.1057/ivs.2009.34},
}

@misc{Sanddance,
  title     = {SandDance},
  author    = {{Microsoft Research}},
  howpublished = {\url{https://www.microsoft.com/en-us/research/project/sanddance/}},
  note      = {Accessed: 2017-09-30},
  year      = {2011}
}

@Article{Waskom2021,
  author    = {Michael L. Waskom},
  title     = {seaborn: statistical data visualization},
  journal   = {Journal of Open Source Software},
  doi       = {10.21105/joss.03021},
  volume    = {6},
  number    = {60},
  articleno = {3021},
  numpages  = {4},
  year      = {2021},
}

@misc{stripplot-seaborn,
  title     = {seaborn stripplot},
  author    = {Michael Waskom},
  howpublished = {\url{https://seaborn.pydata.org/generated/seaborn.stripplot.html}},
  note      = {Accessed: 2024-02-04},
  year      = {2012}
}

@misc{swarmplot-seaborn,
  title     = {seaborn swarmplot},
  author    = {Michael Waskom},
  howpublished = {\url{https://seaborn.pydata.org/generated/seaborn.swarmplot.html}},
  note      = {Accessed: 2024-02-04},
  year      = {2012}
}

@Article{Munzner2003,
  author    = "Tamara Munzner and Fran{\c{c}}ois Guimbreti{\`e}re and Serdar Tasiran and Li Zhang and Yunhong Zhou",
  title     =	"{TreeJuxtaposer}: scalable tree comparison using {Focus+Context} with guaranteed visibility",
  journal   = "ACM Transactions on Graphics",
  volume    = "22",
  number    = "3",
  pages     = "453--462",
  month     = jul,
  year      = "2003",
  doi       = "10.1145/1201775.882291",
}

@InProceedings{Chen2018,
  title     =	"Using Animation to Alleviate Overdraw in Multiclass Scatterplot Matrices",
  author    =	"Helen Chen and Sophie Engle and Alark Joshi and Eric D. Ragan and Beste F. Yuksel and Lane Harrison",
  booktitle =	"Proceedings of the ACM Conference on Human Factors in Computing Systems",
  publisher =	"ACM",
  year      = "2018",
  pages     =	"417:1--417:12",
  doi       = "10.1145/3173574",
}

@article{Park2018,
  title     = "{ATOM}: A Grammar for Unit Visualization",
  author    = "Deok Gun Park and Steven M. Drucker and Roland Fernandez and Niklas Elmqvist",
  year      =	"2018",
  journal   = "IEEE Transactions on Visualization and Computer Graphics",
  volume    = "24",
  number    = "12", 
  pages     = "3032--3043",
  doi       = "10.1109/TVCG.2017.2785807",
}

@InProceedings{Bier1993,
  author    =	"Eric A. Bier and Maureen C. Stone and Ken Pier and William Buxton and Tony DeRose",
  title     =	"Toolglass and {M}agic {L}enses: The See-through Interface",
  booktitle =	"Computer Graphics",
  year      = "1993",
  pages     =	"73--80",
  month     =	aug,
  volume    =	"27",
  doi       = "10.1145/166117.166126",
}

@article{Wickham2011,
  title     = {40 Years of Boxplots},
  author    = {Wickham, Hadley and Stryjewski, Lisa},
  journal   = {American Statistician},
  year      = {2011}
}

@inproceedings{Shneiderman1996,
  title     = "The eyes have it: A task by data type taxonomy for information visualizations",
  author    = "Shneiderman, Ben",
  booktitle = "Proceedings of the IEEE Symposium on Visual Languages",
  pages     = "336--343",
  year      = "1996",
  doi       = "10.1109/VL.1996.545307",
}

@article{Im2013,
  title     = "{GPLOM}: The generalized plot matrix for visualizing multidimensional multivariate data",
  author    = "Im, Jean-Fran{\c{c}}ois and McGuffin, Michael J. and Leung, Rock",
  journal   = "IEEE Transactions on Visualization and Computer Graphics",
  volume    = "19",
  number    = "12",
  pages     = "2606--2614",
  year      = "2013",
  doi       = "10.1109/TVCG.2013.160",
}

@article{Huron2013,
  title     = "Visual sedimentation",
  author    = "Huron, Samuel and Vuillemot, Romain and Fekete, Jean-Daniel",
  journal   = "IEEE Transactions on Visualization and Computer Graphics",
  volume    = "19",
  number    = "12",
  pages     = "2446--2455",
  year      = "2013",
  doi       = "10.1109/TVCG.2013.227",
}

@article{Dang2010,
  title     = "Stacking graphic elements to avoid over-plotting",
  author    = "Dang, Tuan Nhon and Wilkinson, Leland and Anand, Anushka",
  journal   = "IEEE Transactions on Visualization and Computer Graphics",
  volume    = "16",
  number    = "6",
  pages     = "1044--1052",
  year      = "2010",
  doi       = "10.1109/TVCG.2010.197",
}

@article{Wilkinson1999,
  title     = "Dot plots",
  author    = "Wilkinson, Leland",
  journal   = "The American Statistician",
  volume    = "53",
  number    = "3",
  pages     = "276--281",
  year      = "1999",
  doi       = "10.1080/00031305.1999.10474474",
}

@article{Haroz2012,
  title     = "How capacity limits of attention influence information visualization effectiveness",
  author    = "Haroz, Steve and Whitney, David",
  journal   = "IEEE Transactions on Visualization and Computer Graphics",
  volume    = "18",
  number    = "12",
  pages     = "2402--2410",
  year      = "2012",
  doi       = "10.1109/TVCG.2012.233",
}

@Book{Silverman1986,
  author    = "B. W. Silverman",
  title     = "Density Estimation for Statistics and Data Analysis",
  publisher = "Chapman \& Hall/CRC",
  year      = "1986",
  address   = "Boca Raton, FL, USA", 
}

@Article{Elmqvist2010,
  title     =	"Hierarchical Aggregation for Information Visualization: Overview, Techniques and Design Guidelines",
  author    = "Niklas Elmqvist and Jean-Daniel Fekete",
  journal   = "IEEE Transactions on Visualization and Computer Graphics",
  volume    = "16",
  number    = "3",
  year      = "2010",
  pages     = "439--454",
  doi       = "10.1109/TVCG.2009.84",
}

@InProceedings{Dix2002,
  author    = "Alan Dix and Geoffrey Ellis",
  title     = "By chance - enhancing interaction with large data sets through statistical sampling",
  booktitle =	"Proceedings of the ACM Conference on Advanced Visual Interfaces",
  pages     = "167--176",
  year      = "2002",
  address   = "New York, NY, USA",
  publisher = "ACM",
  doi       = "10.1145/1556262.1556289",
}

@Article{Rosario2004,
  title     = "Mapping nominal values to numbers for effective visualization",
  author    = "Geraldine E. Rosario and Elke A. Rundensteiner and David C. Brown and Matthew O. Ward and Shiping Huang",
  journal   =	"Information Visualization",
  publisher = "Palgrave Macmillan",
  year      = "2004",
  number    = "2",
  volume    = "3",
  pages     = "80--95",
  doi       = "/10.1057/palgrave.ivs.9500072",
}

@InProceedings{Fua1999,
  title     = "Hierarchical Parallel Coordinates for Exploration of Large Datasets",
  author    = "Ying-Huey Fua and Matthew O. Ward and Elke A. Rundensteiner",
  booktitle = "Proceedings of the IEEE Conference on Visualization",
  pages     = "43--50",
  year      = "1999",
  doi       = "10.1109/VISUAL.1999.809866",
}

@Article{Inselberg1985,
  author    = "Alfred Inselberg",
  title     = "The plane with parallel coordinates",
  journal   = "The Visual Computer",
  pages     = "69--92",
  volume    = "1",
  number    = "2",
  month     = oct,
  year      = "1985",
  doi       = "10.1007/BF01898350",
}

@Article{Bezerianos2010,
  title     = "{GraphDice}: {A} System for Exploring Multivariate Social Networks",
  author    = "Anastasia Bezerianos and Fanny Chevalier and Pierre Dragicevic and Niklas Elmqvist and Jean-Daniel Fekete",
  journal   = "Computer Graphics Forum",
  year      = "2010",
  number    = "3",
  volume    = "29",
  pages     = "863--872",
  doi       = "10.1111/j.1467-8659.2009.01687.x",
}

@Book{Bertin1983,
  author    =	"Jacques Bertin",
  title     =	"Semiology of Graphics",
  publisher =	"University of Wisconsin Press",
  year      = "1983",
  address   =	"Madison, WI, USA",
}

@Article{Cleveland1985,
  author    = "William S. Cleveland and R. McGill",
  title     = "Graphical Perception and Graphical Methods for Analyzing Scientific Data",
  pages     =	"828--833",
  journal   =	"Science",
  volume    =	"229",
  number    =	"4716",
  year      = "1985",
  doi       = "10.1126/science.229.4716.828",
}

@article{Kosara2006,
  title     = "Parallel Sets: interactive exploration and visual analysis of categorical data",
  volume    = "12",
  number    = "4",
  journal   = "IEEE Transactions on Visualization and Computer Graphics",
  author    = "Kosara, Robert and Bendix, Fabian and Hauser, Helwig",
  year      = "2006",
  pages     = "558--568", 
  doi       = "10.1109/TVCG.2006.76",
}

@inproceedings{Shneiderman2000,
  title     = "Visualizing Digital Library Search Results with Categorical and Hierarchical Axes",
  booktitle = "Proceedings of the ACM Conference on Digital Libraries",
  author    = "Shneiderman, Ben and Feldman, David and Rose, Anne and Grau, Xavier Ferr{\'e}",
  year      = "2000",
  pages     = "57-–66",
  doi       = "10.1145/336597.336637",
}

@article{Ellis2007,
  title     =	"A Taxonomy of Clutter Reduction for Information Visualisation",
  volume    = "13",
  number    = "6",
  journal   = "IEEE Transactions on Visualization and Computer Graphics",
  author    = "Ellis, Geoffrey and Dix, Alan",
  month     = nov,
  year      = "2007",
  pages     = "1216--1223",
  doi       = "10.1109/TVCG.2007.70535",
}

@article{Mayorga2013,
  title     = "Splatterplots: Overcoming Overdraw in Scatter Plots",
  volume    = "19",
  number    = "9",
  journal   =	"IEEE Transactions on Visualization and Computer Graphics",
  author    = "Mayorga, A. and Gleicher, Michael",
  month     = sep,
  year      = "2013",
  doi       = "10.1109/TVCG.2013.65",
}

@article{Stevens1946,
  title     = "On the Theory of Scales of Measurement",
  volume    = "103",
  number    =	"2684",
  journal   = "Science",
  author    = "Stevens, S. S.",
  month     = jun,
  year      = "1946",
  pages     = "677--680",
  doi       = "10.1126/science.103.2684.677",
}

@inproceedings{Fekete2002,
  title     = "Interactive information visualization of a million items",
  booktitle = "Proceedings of the IEEE Symposium on Information Visualization",
  author    = "Fekete, Jean-Daniel and Plaisant, Catherine",
  year      = "2002",
  pages     = "117--124",
  doi       = "10.1109/INFVIS.2002.1173156",
  publisher = "IEEE Computer Society",
  address   = "Los Alamitos, CA, USA",
}

@inproceedings{Hofmann2000,
  title     = "Visualizing association rules with interactive mosaic plots",
  author    = "Hofmann, Heike and Siebes, Arno P. J. M. and Wilhelm, Adalbert F. X.",
  booktitle = "Proceedings of the ACM Conference on Knowledge Discovery and Data Mining",
  pages     = "227--235",
  year      = "2000",
  doi       = "10.1145/347090.347133",
}

@inproceedings{Havre2000,
  title     = "{ThemeRiver}: Visualizing theme changes over time",
  author    = "Havre, Susan and Hetzler, Beth and Nowell, Lucy",
  booktitle = "Proceedings of the IEEE Symposium on Information Visualization", 
  pages     = "115--123",
  year      = "2000",
  doi       = "10.1109/INFVIS.2000.885098",
}

@article{Willett2013,
  title     = "Identifying Redundancy and Exposing Provenance in Crowdsourced Data Analysis",
  author    = "Willett, Wesley and Ginosar, Shiry and Steinitz, Avital and Hartmann, Bj{\"o}rn and Agrawala, Maneesh",
  journal   = "IEEE Transactions on Visualization and Computer Graphics",
  volume    = "19",
  number    = "12",
  pages     = "2198--2206",
  year      = "2013",
  doi       = "10.1109/TVCG.2013.164",
}

@article{Paolacci2010,
  title     = "Running experiments on {A}mazon {M}echanical {T}urk",
  author    = "Paolacci, Gabriele and Chandler, Jesse and Ipeirotis, Panagiotis",
  journal   = "Judgment and Decision Making",
  volume    = "5",
  number    = "5",
  pages     = "411--419",
  year      = "2010",
  doi       = "10.1017/S1930297500002205",
}

@article{Cosmides1996,
  title     = "Are humans good intuitive statisticians after all? {R}ethinking some conclusions from the literature on judgment under uncertainty",
  author    = "Cosmides, Leda and Tooby, John",
  journal   =	"Cognition",
  volume    = "58",
  number    = "1",
  pages     = "1--73",
  year      = "1996",
  doi       = "10.1016/0010-0277(95)00664-8",
}

@article{Bederson2002,
  title     = "Ordered and quantum treemaps: Making effective use of {2D} space to display hierarchies",
  author    = "Bederson, Benjamin B and Shneiderman, Ben and Wattenberg, Martin",
  journal   = "ACM Transactions on Graphics",
  volume    = "21",
  number    = "4",
  pages     = "833--854",
  year      = "2002",
  doi       = "10.1145/571647.571649",
}

@article{Zhai1996,
  title     = "The partial-occlusion effect: utilizing semitransparency in {3D} human-computer interaction",
  author    = "Zhai, Shumin and Buxton, William and Milgram, Paul",
  journal   = "ACM Transactions on Computer-Human Interaction",
  volume    = "3",
  number    = "3",
  pages     = "254--284",
  year      = "1996",
  doi       = "10.1145/234526.234532",
}

@inproceedings{Trutschl2003,
  title     = "Intelligently resolving point occlusion",
  author    = "Trutschl, Marjan and Grinstein, Georges and Cvek, Urska",
  booktitle = "Proceedings of IEEE Symposium on Information Visualization",
  pages     = "131--136",
  year      = "2003",
  doi       = "10.1109/INFVIS.2003.1249018",
}

@article{Chernoff1973,
  title     = "The use of faces to represent points in k-dimensional space graphically",
  author    = "Chernoff, Herman",
  journal   = "Journal of the American Statistical Association",
  volume    = "68",
  number    = "342",
  pages     = "361--368",
  year      = "1973",
  doi       = "10.2307/2284077",
}

@book{Tufte1983,
  title     = "The Visual Display of Quantitative Information",
  author    = "Tufte, Edward R.",
  year      = "1983",
  publisher = "Graphics Press",
  address   = "Cheshire, CT, USA",
}

@article{McDonnel2009,
  title     = "Towards utilizing {GPUs} in information visualization: A model and implementation of image-space operations",
  author    = "McDonnel, Bryan and Elmqvist, Niklas",
  journal   = "IEEE Transactions on Visualization and Computer Graphics",
  volume    = "15",
  number    = "6",
  pages     = "1105--1112",
  year      = "2009",
  doi       = "10.1109/TVCG.2009.191",
}

@article{Elmqvist2008,
  title     = "Rolling the dice: Multidimensional visual exploration using scatterplot matrix navigation",
  author    = "Elmqvist, Niklas and Dragicevic, Pierre and Fekete, Jean-Daniel",
  journal   = "IEEE Transactions on Visualization and Computer Graphics",
  volume    = "14",
  number    = "6",
  pages     = "1539--1148",
  year      = "2008",
  doi       = "10.1109/TVCG.2008.153",
}

@book{Utts1996,
  title     = "Seeing Through Statistics",
  author    = "Utts, Jessica M.",
  year      = "1996",
  publisher =	"Duxbury Press",
  address   = "London, UK",
}

@book{Cleveland1988,
  title     = "Dynamic Graphics for Statistics",
  author    = "Cleveland, William S. and McGill, Marylyn E.",
  year      =	"1988",
  publisher =	"Wadsworth \& Brooks/Cole",
  address   = "Belmont, CA, USA",
}

@article{Micallef2012,
  title     =	"Assessing the Effect of Visualizations on {B}ayesian Reasoning through Crowdsourcing",
  volume    = "18",
  number    = "12",
  journal   = "IEEE Transactions on Visualization and Computer Graphics",
  author    = "Micallef, Luanna and Dragicevic, Pierre and Fekete, Jean-Daniel",
  year      = "2012",
  pages     = "2536--2545",
  doi       = "10.1109/TVCG.2012.199",
}