-
1
-
-
84955507767
-
Visualizing dimensionally-reduced data: Interviews with analysts and a characterization of task sequences
-
M. Brehmer, M. Sedlmair, S. Ingram, and T. Munzner, "Visualizing dimensionally-reduced data: Interviews with analysts and a characterization of task sequences, " in Proc. 5th Workshop Beyond Time Errors Novel Eval. Methods Vis., 2014, pp. 1-8.
-
(2014)
Proc. 5th Workshop beyond Time Errors Novel Eval. Methods Vis.
, pp. 1-8
-
-
Brehmer, M.1
Sedlmair, M.2
Ingram, S.3
Munzner, T.4
-
2
-
-
84875863474
-
A taxonomy of visual cluster separation factors
-
M. Sedlmair, A. Tatu, T. Munzner, and M. Tory, "A taxonomy of visual cluster separation factors, " Comput. Graph. Forum, vol. 31, no. 3pt4, pp. 1335-1344, 2012.
-
(2012)
Comput. Graph. Forum
, vol.31
, Issue.3
, pp. 1335-1344
-
-
Sedlmair, M.1
Tatu, A.2
Munzner, T.3
Tory, M.4
-
3
-
-
4243123042
-
Human factors in visualization research
-
Jan. /Feb.
-
M. Tory and T. Moller, "Human factors in visualization research, " IEEE Trans. Vis. Comput. Graph., vol. 10, no. 1, pp. 72-84, Jan. /Feb. 2004.
-
(2004)
IEEE Trans. Vis. Comput. Graph.
, vol.10
, Issue.1
, pp. 72-84
-
-
Tory, M.1
Moller, T.2
-
4
-
-
77749327678
-
A layered grammar of graphics
-
H. Wickham, "A layered grammar of graphics, " J. Comput. Graph. Statist., vol. 19, no. 1, pp. 3-28, 2010.
-
(2010)
J. Comput. Graph. Statist.
, vol.19
, Issue.1
, pp. 3-28
-
-
Wickham, H.1
-
5
-
-
33749385393
-
Graph-theoretic scagnostics
-
L. Wilkinson, A. Anand, and R. L. Grossman, "Graph-theoretic scagnostics, " in Proc. IEEE Symp. Inf. Vis., 2005, pp. 157-164.
-
(2005)
Proc. IEEE Symp. Inf. Vis.
, pp. 157-164
-
-
Wilkinson, L.1
Anand, A.2
Grossman, R.L.3
-
6
-
-
80855141835
-
Quality metrics in high-dimensional data visualization: An overview and systematization
-
Dec.
-
E. Bertini, A. Tatu, and D. Keim, "Quality metrics in high-dimensional data visualization: An overview and systematization, " IEEE Trans. Vis. Comput. Graph., vol. 17, no. 12, pp. 2203-2212, Dec. 2011.
-
(2011)
IEEE Trans. Vis. Comput. Graph.
, vol.17
, Issue.12
, pp. 2203-2212
-
-
Bertini, E.1
Tatu, A.2
Keim, D.3
-
8
-
-
0040097222
-
Correlation estimates as perceptual judgments
-
J. Meyer, M. Taieb, and I. Flascher, "Correlation estimates as perceptual judgments, " J. Exp. Psychology Appl., vol. 3, no. 1, 1997, Art. no. 3.
-
(1997)
J. Exp. Psychology Appl.
, vol.3
, Issue.1
-
-
Meyer, J.1
Taieb, M.2
Flascher, I.3
-
9
-
-
0020322410
-
Variables on scatterplots look more highly correlated when the scales are increased
-
W. S. Cleveland, P. Diaconis, and R. McGill, "Variables on scatterplots look more highly correlated when the scales are increased, " Sci., vol. 216, no. 4550, pp. 1138-1141, 1982.
-
(1982)
Sci.
, vol.216
, Issue.4550
, pp. 1138-1141
-
-
Cleveland, W.S.1
Diaconis, P.2
McGill, R.3
-
10
-
-
77949392904
-
Judging correlation from scatterplots and parallel coordinate plots
-
J. Li, J.-B. Martens, and J. J. van Wijk, "Judging correlation from scatterplots and parallel coordinate plots, " Inf. Vis., vol. 9, no. 1, pp. 13-30, 2010.
-
(2010)
Inf. Vis.
, vol.9
, Issue.1
, pp. 13-30
-
-
Li, J.1
Martens, J.-B.2
Van Wijk, J.J.3
-
11
-
-
84909638583
-
Ranking visualizations of correlation using weber's law
-
Dec.
-
L. Harrison, F. Yang, S. Franconeri, and R. Chang, "Ranking visualizations of correlation using weber's law, " IEEE Trans. Vis. Comput. Graph., vol. 20, no. 12, pp. 1943-1952, Dec. 2014.
-
(2014)
IEEE Trans. Vis. Comput. Graph.
, vol.20
, Issue.12
, pp. 1943-1952
-
-
Harrison, L.1
Yang, F.2
Franconeri, S.3
Chang, R.4
-
12
-
-
77955748406
-
The perception of correlation in scatterplots
-
R. A. Rensink and G. Baldridge, "The perception of correlation in scatterplots, " Comput. Graph. Forum, vol. 29, no. 3, pp. 1203-1210, 2010.
-
(2010)
Comput. Graph. Forum
, vol.29
, Issue.3
, pp. 1203-1210
-
-
Rensink, R.A.1
Baldridge, G.2
-
13
-
-
84946607177
-
Beyond weber's law: A second look at ranking visualizations of correlation
-
Jan.
-
M. Kay and J. Heer, "Beyond weber's law: A second look at ranking visualizations of correlation, " IEEE Trans. Vis. Comput. Graph., vol. 22, no. 1, pp. 469-478, Jan. 2016.
-
(2016)
IEEE Trans. Vis. Comput. Graph.
, vol.22
, Issue.1
, pp. 469-478
-
-
Kay, M.1
Heer, J.2
-
14
-
-
10444269578
-
Automated detection of outliers in realworld data
-
M. Last and A. Kandel, "Automated detection of outliers in realworld data, " in Proc. Intell. Technol., 2001, pp. 292-301.
-
(2001)
Proc. Intell. Technol.
, pp. 292-301
-
-
Last, M.1
Kandel, A.2
-
15
-
-
84871836163
-
Multiple linear regression models in outlier detection
-
S. K. Rahman, M. M. Sathik, and K. S. Kannan, "Multiple linear regression models in outlier detection, " Int. J. Res. Comput. Sci., vol. 2, no. 2, 2012, Art. no. 23.
-
(2012)
Int. J. Res. Comput. Sci.
, vol.2
, Issue.2
-
-
Rahman, S.K.1
Sathik, M.M.2
Kannan, K.S.3
-
16
-
-
7544223741
-
A survey of outlier detection methodologies
-
V. J. Hodge and J. Austin, "A survey of outlier detection methodologies, " Artif. Intell. Rev., vol. 22, no. 2, pp. 85-126, 2004.
-
(2004)
Artif. Intell. Rev.
, vol.22
, Issue.2
, pp. 85-126
-
-
Hodge, V.J.1
Austin, J.2
-
17
-
-
84886643002
-
Empirical guidance on scatterplot and dimension reduction technique choices
-
Dec.
-
M. Sedlmair, T. Munzner, and M. Tory, "Empirical guidance on scatterplot and dimension reduction technique choices, " IEEE Trans. Vis. Comput. Graph., vol. 19, no. 12, pp. 2634-2643, Dec. 2013.
-
(2013)
IEEE Trans. Vis. Comput. Graph.
, vol.19
, Issue.12
, pp. 2634-2643
-
-
Sedlmair, M.1
Munzner, T.2
Tory, M.3
-
18
-
-
84886559481
-
Perception of average value in multiclass scatterplots
-
Dec.
-
M. Gleicher, M. Correll, C. Nothelfer, and S. Franconeri, "Perception of average value in multiclass scatterplots, " IEEE Trans. Vis. Comput. Graph., vol. 19, no. 12, pp. 2316-2325, Dec. 2013.
-
(2013)
IEEE Trans. Vis. Comput. Graph.
, vol.19
, Issue.12
, pp. 2316-2325
-
-
Gleicher, M.1
Correll, M.2
Nothelfer, C.3
Franconeri, S.4
-
19
-
-
85087435630
-
Human cluster evaluation and formal quality measures: A comparative study
-
J. M. Lewis, M. Ackerman, and V. De Sa, "Human cluster evaluation and formal quality measures: A comparative study, " in Proc. Cogn. Sci. Soc., 2012, pp. 1870-1875.
-
(2012)
Proc. Cogn. Sci. Soc.
, pp. 1870-1875
-
-
Lewis, J.M.1
Ackerman, M.2
De Sa, V.3
-
20
-
-
84937938684
-
Data-driven evaluation of visual quality measures
-
M. Sedlmair and M. Aupetit, "Data-driven evaluation of visual quality measures, " Comput. Graph. Forum, vol. 34, no. 3, pp. 201-210, 2015.
-
(2015)
Comput. Graph. Forum
, vol.34
, Issue.3
, pp. 201-210
-
-
Sedlmair, M.1
Aupetit, M.2
-
22
-
-
39049108393
-
Pixnostics: Towards measuring the value of visualization
-
J. Schneidewind, M. Sips, and D. A. Keim, "Pixnostics: Towards measuring the value of visualization, " in Proc. IEEE Symp. Visual Anal. Sci. Technol., 2006, pp. 199-206.
-
(2006)
Proc. IEEE Symp. Visual Anal. Sci. Technol.
, pp. 199-206
-
-
Schneidewind, J.1
Sips, M.2
Keim, D.A.3
-
23
-
-
84915747137
-
Perception-based evaluation of projection methods for multidimensional data visualization
-
Jan.
-
R. Etemadpour, et al., "Perception-based evaluation of projection methods for multidimensional data visualization, " IEEE Trans. Vis. Comput. Graph., vol. 21, no. 1, pp. 81-94, Jan. 2015.
-
(2015)
IEEE Trans. Vis. Comput. Graph.
, vol.21
, Issue.1
, pp. 81-94
-
-
Etemadpour, R.1
-
24
-
-
84910038336
-
Visual abstraction and exploration of multi-class scatterplots
-
Dec.
-
H. Chen, et al., "Visual abstraction and exploration of multi-class scatterplots, " IEEE Trans. Vis. Comput. Graph., vol. 20, no. 12, pp. 1683-1692, Dec. 2014.
-
(2014)
IEEE Trans. Vis. Comput. Graph.
, vol.20
, Issue.12
, pp. 1683-1692
-
-
Chen, H.1
-
25
-
-
84880783616
-
Splatterplots: Overcoming overdraw in scatter plots
-
Sep.
-
A. Mayorga and M. Gleicher, "Splatterplots: Overcoming overdraw in scatter plots, " IEEE Trans. Vis. Comput. Graph., vol. 19, no. 9, pp. 1526-1538, Sep. 2013.
-
(2013)
IEEE Trans. Vis. Comput. Graph.
, vol.19
, Issue.9
, pp. 1526-1538
-
-
Mayorga, A.1
Gleicher, M.2
-
26
-
-
77957922288
-
Interactive dimensionality reduction through user-defined combinations of quality metrics
-
Nov. /Dec.
-
S. Johansson and J. Johansson, "Interactive dimensionality reduction through user-defined combinations of quality metrics, " IEEE Trans. Vis. Comput. Graph., vol. 15, no. 6, pp. 993-1000, Nov. /Dec. 2009.
-
(2009)
IEEE Trans. Vis. Comput. Graph.
, vol.15
, Issue.6
, pp. 993-1000
-
-
Johansson, S.1
Johansson, J.2
-
27
-
-
72849140660
-
Combining automated analysis and visualization techniques for effective exploration of high-dimensional data
-
A. Tatu, et al., "Combining automated analysis and visualization techniques for effective exploration of high-dimensional data, " in Proc. IEEE Symp. Visual Anal. Sci. Technol., 2009, pp. 59-66.
-
(2009)
Proc. IEEE Symp. Visual Anal. Sci. Technol.
, pp. 59-66
-
-
Tatu, A.1
-
28
-
-
84951002499
-
Dynamic opacity optimization for scatter plots
-
J. Matejka, F. Anderson, and G. Fitzmaurice, "Dynamic opacity optimization for scatter plots, " in Proc. ACM Human Factors Comput. Syst., 2015, pp. 2707-2710.
-
(2015)
Proc. ACM Human Factors Comput. Syst.
, pp. 2707-2710
-
-
Matejka, J.1
Anderson, F.2
Fitzmaurice, G.3
-
29
-
-
77953992027
-
Crowdsourcing graphical perception: Using mechanical turk to assess visualization design
-
J. Heer and M. Bostock, "Crowdsourcing graphical perception: Using mechanical turk to assess visualization design, " in Proc. ACMSIGCHI Conf. Human Factors Comput. Syst., 2010, pp. 203-212.
-
(2010)
Proc. ACMSIGCHI Conf. Human Factors Comput. Syst.
, pp. 203-212
-
-
Heer, J.1
Bostock, M.2
-
30
-
-
85009517045
-
User interface design with combinatorial optimization
-
A. Oulasvirta, "User interface design with combinatorial optimization, " Comput., vol. 50, no. 1, pp. 40-47, 2017.
-
(2017)
Comput.
, vol.50
, Issue.1
, pp. 40-47
-
-
Oulasvirta, A.1
-
31
-
-
84887576826
-
MenuOptimizer: Interactive optimization of menu systems
-
G. Bailly, A. Oulasvirta, T. Kotzing, and S. Hoppe, "MenuOptimizer: Interactive optimization of menu systems, " in Proc. 26th Annu. ACM Symp. User Interface Softw. Technol., 2013, pp. 331-342.
-
(2013)
Proc. 26th Annu. ACM Symp. User Interface Softw. Technol.
, pp. 331-342
-
-
Bailly, G.1
Oulasvirta, A.2
Kotzing, T.3
Hoppe, S.4
-
32
-
-
84904321851
-
Learning layouts for single-pagegraphic designs
-
Aug.
-
P. O'Donovan, A. Agarwala, and A. Hertzmann, "Learning layouts for single-pagegraphic designs, " IEEE Trans. Vis. Comput. Graph., vol. 20, no. 8, pp. 1200-1213, Aug. 2014.
-
(2014)
IEEE Trans. Vis. Comput. Graph.
, vol.20
, Issue.8
, pp. 1200-1213
-
-
O'Donovan, P.1
Agarwala, A.2
Hertzmann, A.3
-
33
-
-
0035449467
-
Perceptually optimized 3D graphics
-
Sep. /Oct.
-
M. Reddy, "Perceptually optimized 3D graphics, " IEEE Comput. Graph. Appl., vol. 21, no. 5, pp. 68-75, Sep. /Oct. 2001.
-
(2001)
IEEE Comput. Graph. Appl.
, vol.21
, Issue.5
, pp. 68-75
-
-
Reddy, M.1
-
34
-
-
0026149680
-
A theory of visual interpolation in object perception
-
P. J. Kellman and T. F. Shipley, "A theory of visual interpolation in object perception, " Cogn. Psychology, vol. 23, no. 2, pp. 141-221, 1991.
-
(1991)
Cogn. Psychology
, vol.23
, Issue.2
, pp. 141-221
-
-
Kellman, P.J.1
Shipley, T.F.2
-
35
-
-
0022808786
-
A computational approach to edge detection
-
Nov.
-
J. Canny, "A computational approach to edge detection, " IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-8, no. 6, pp. 679-698, Nov. 1986.
-
(1986)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.PAMI-8
, Issue.6
, pp. 679-698
-
-
Canny, J.1
-
36
-
-
1942436689
-
Image quality assessment: From error visibility to structural similarity
-
Apr.
-
Z. Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, "Image quality assessment: From error visibility to structural similarity, " IEEE Trans. Image Process., vol. 13, no. 4, pp. 600-612, Apr. 2004.
-
(2004)
IEEE Trans. Image Process.
, vol.13
, Issue.4
, pp. 600-612
-
-
Wang, Z.1
Bovik, A.C.2
Sheikh, H.R.3
Simoncelli, E.P.4
-
38
-
-
0033084695
-
Ant algorithms for discrete optimization
-
M. Dorigo, G. Di Caro, and L. M. Gambardella, "Ant algorithms for discrete optimization, " Artif. Life, vol. 5, no. 2, pp. 137-172, 1999.
-
(1999)
Artif. Life
, vol.5
, Issue.2
, pp. 137-172
-
-
Dorigo, M.1
Di Caro, G.2
Gambardella, L.M.3
-
39
-
-
0002975203
-
On the generalized distance in statistics
-
P. C. Mahalanobis, "On the generalized distance in statistics, " Proc. Nat. Inst. Sci., vol. 2, pp. 49-55, 1936.
-
(1936)
Proc. Nat. Inst. Sci.
, vol.2
, pp. 49-55
-
-
Mahalanobis, P.C.1
-
40
-
-
84903840343
-
Scikit-image: Image processing in Python
-
Jun.
-
S. van der Walt, et al., "scikit-image: Image processing in Python, " PeerJ, vol. 2, Jun. 2014, Art. no. e453.
-
(2014)
PeerJ
, vol.2
-
-
Van Der Walt, S.1
-
41
-
-
77952953568
-
The weighted sum method for multiobjective optimization: New insights
-
R. T. Marler and J. S. Arora, "The weighted sum method for multiobjective optimization: New insights, " Structural Multidisciplinary Optimization, vol. 41, no. 6, pp. 853-862, 2010.
-
(2010)
Structural Multidisciplinary Optimization
, vol.41
, Issue.6
, pp. 853-862
-
-
Marler, R.T.1
Arora, J.S.2
-
42
-
-
84937941939
-
-
E. Peer, S. Samat, L. Brandimarte, and A. Acquisti, "Beyond the turk: An empirical comparison of alternative platforms for online behavioral research, " pp. 1-30, 2015.
-
(2015)
Beyond the Turk: An Empirical Comparison of Alternative Platforms for Online Behavioral Research
, pp. 1-30
-
-
Peer, E.1
Samat, S.2
Brandimarte, L.3
Acquisti, A.4
-
43
-
-
85019252172
-
-
XmdvTool homepage
-
XmdvTool homepage. [Online]. Available: http://davis. wpi. edu/ xmdv/datasets. html
-
-
-
-
44
-
-
85019258171
-
-
Statistical Software Information, University of Massachusetts Amherst
-
Statistical Software Information, University of Massachusetts Amherst. [Online]. Available: http://www. umass. edu/statdata/ statdata/data/
-
-
-
-
45
-
-
85019204177
-
-
Data canvas homepage
-
Data canvas homepage. [Online]. Available: http://map. datacanvas. org/#!/data
-
-
-
-
46
-
-
85019234576
-
-
UC Irvine machine learning repository
-
UC Irvine machine learning repository. [Online]. Available: http://mlr. cs. umass. edu/ml/index. html
-
-
-
-
47
-
-
0039802908
-
The earth is round (p<. 05)
-
C. Jacob, "The earth is round (p<. 05), " Amer. Psychologist, vol. 49, pp. 997-1003, 1994.
-
(1994)
Amer. Psychologist
, vol.49
, pp. 997-1003
-
-
Jacob, C.1
-
48
-
-
84977149380
-
Fair statistical communication in HCI
-
Berlin, Germany: Springer
-
P. Dragicevic, "Fair statistical communication in HCI, " in Modern Statistical Methods for HCI. Berlin, Germany: Springer, 2016, pp. 291-330.
-
(2016)
Modern Statistical Methods for HCI
, pp. 291-330
-
-
Dragicevic, P.1
-
49
-
-
85019217405
-
-
IEEE visualization contest
-
IEEE visualization contest 2004. [Online]. Available: http://vis. computer. org/vis2004contest/
-
(2004)
-
-
|