Exploratory analysis of spatial and temporal data: A systematic approach

Exploratory Analysis of Spatial and Temporal Data: A Systematic Approach

Volumn , Issue , 2006, Pages 1-703

  Andrienko, Natalia ^a   Gennady, Andrienko ^a  

^a FRAUNHOFER IAIS   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84891421523     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/3-540-31190-4     Document Type: Book

References (201)

1. (Burt and Barber 1996) Burt, J. E., Barber, G. M.: Elementary Statistics for Geographers, 2nd edn (Guilford, New York 1996)
2. (Hand 1999) Hand, D. J.: Introduction. In: Intelligent Data Analysis: an Introduction, ed. by Berthold, M, Hand, D. J. (Springer, Berlin, Heidelberg 1999) pp. 1-15
3. (Klir 1985) Klir, G. J.: Architecture of Systems Problem Solving (Plenum, New York 1985)
4. ® Guide to GIS Analysis. Vol. 1: Geographic Patterns & Relationships (Environmental Systems Research Institute, Redlands 1999)
5. (NIST/SEMATECH 2005) NIST/SEMATECH e-Handbook of Statistical Methods. Chapter 1: Exploratory Data Analysis, http://www.itl.nist.gov/div898/handbook/. Accessed 29 Mar. 2005
6. (Shneiderman 1996) Shneiderman, B.: The eyes have it: a task by data type taxonomy for information visualizations. In: Proceedings of the 1996 IEEE Symposium on Visual Languages, ed. by Burnett, M., Citrin, W. (IEEE Computer Society Press, Piscataway 1996) pp. 336-343
7. (STAT 2005) Wildman, P.: STAT 2005: An Internet course in statistics, http://wind.cc.whecn.edu/~pwildman/statnew/information.htm. Accessed 29 Mar. 2005
8. (Tukey 1977) Tukey, J. W.: Exploratory Data Analysis (Addison-Wesley, Reading MA, 1977)
9. (Bertin 1967/1983) Bertin, J.: Semiology of Graphics. Diagrams, Networks, Maps (University of Wisconsin Press, Madison 1983).
10. Translated from Bertin, J.: Sémiologie graphique (Gauthier-Villars, Paris 1967)
11. (Blok 2000) Blok, C: Monitoring change: characteristics of dynamic geo-spatial phenomena for visual exploration. In: Spatial Cognition II, ed. by Freksa, Ch., Brauer, W., Habel., C, Wender, K. F., Lecture Notes in Artificial Intelligence, Vol. 1849 (Springer, Berlin, Heidelberg 2000), pp. 16-30
12. (Chrisman 1997) Chrisman, N. R.: Exploring Geographic Information Systems (Wiley, New York 1997)
13. (Gray et al. 1998) Gray, J., Chaudhuri, S., Bosworth, A., Layman, A., Reichart, D., Venkatrao, M., Pellow, F., Pirahesh, H.: Data cube: a relational aggregation operator generalizing group-by, cross-tab, and sub-totals. In: Readings in Database Systems, ed. by Stonebraker, M., Hellerstein, J. M., 3rd edn (Morgan Kaufmann, San Francisco 1998) pp. 555-567
14. (Jung 1995) Jung, V.: Knowledge-based visualization design for geographic information systems. In: Proceedings of the 3rd ACM International Workshop on Advances in GIS, ed. by Bergougnoux, P., Makki, K., Pissinou, N., Baltimore 1995 (ACM Press, New York 1995) pp. 101-108
15. (Klir 1985) Klir, G. J.: Architecture of Systems Problem Solving (Plenum, New York 1985)
16. (Langran 1992) Langran, G.: Time in Geographic Information Systems (Taylor & Francis, London 1992)
17. (MacEachren 1995) MacEachren, A. M.: How Maps Work: Representation, Visualization, and Design (Guilford, New York 1995)
18. ® Dictionary, 10th edn, (Merriam-Webster, Springfield, MA 1999)
19. (Peuquet 1994) Peuquet, D. J.: It's about time: a conceptual framework for the representation of temporal dynamics in geographic information systems. Annals of the Association of American Geographers 84(3), 441-461 (1994)
20. (Peuquet 2001) Peuquet, D. J.: Making space for time: issues in space-time data representation. Geoinformatica 5(1), 11-32 (2001)
21. (Peuquet 2002) Peuquet, D. J.: Representations of Space and Time (Guilford, New York 2002)
22. (Roth and Mattis 1990) Roth, S. M., Mattis, J.: Data characterization for intelligent graphics presentation. In: Proceedings SIGCHI'90: Human Factors in Computing Systems, ed. by Carrasco, J., Whiteside, J., Seattle, 1990 (ACM Press, New York 1990) pp. 193-200
23. (Slocum 1999) Slocum, T. A.: Thematic Cartography and Visualization (Prentice Hall, Upper Saddle River 1999)
24. (Stevens 1946) Stevens, S. S.: On the theory of scales of measurement. Science 103, 677-680 (1946)
25. (Stolte et al. 2002) Stolte, C, Tang, D., Hanrahan, P.: Multiscale visualization using data cubes. rIn: Proceedings of the IEEE Symposium on Information Visualization 2002 InfoVis'02, ed. by Wong. P. C., Andrews, K., Boston, October 2002 (IEEE Computer Society, Piscataway 2002) pp. 7-14
26. (Verbyla 2002) Verbyla, D. L.: Practical GIS Analysis (Taylor & Francis, London 2002)
27. (Yuan and Albrecht 1995) Yuan, M., Albrecht, J.: Structural analysis of geographic information and GIS operations from a user's perspective. In: Spatial Information Theory: a Theoretical Basis for GIS: International Conference COSIT'95, Proceedings, ed. by Frank, A. U., Kuhn, W., Lecture Notes in Computer Science, Vol. 988 (Springer, Berlin, Heidelberg 1995) pp. 107-122
28. (Albrecht et al. 1997) Albrecht, J., Jung, S., Mann, S.: VGIS: a GIS shell for the conceptual design of environmental models. In: Innovations in GIS 4: Selected Papers from the 4th National Conference on GIS Research UK, GIS-RUK, ed. by Kemp, Z. (Taylor & Francis, London 1997) pp. 154-165
29. (Andrienko et al. 2003) Andrienko, N., Andrienko, G., Gatalsky, P.: Exploratory spatio-temporal visualization: an analytical review. Journal of Visual Languages and Computing 14(6), 503-541 (2003)
30. (Andrienko et al. 2004) Andrienko, G., Andrienko, N., Dykes, J., Gahegan, M., Mountain, D., Noy, P., Roberts, J., Rodgers, P. Theus, M.: Creating instruments for ideation: software approaches to geovisualization. In: Exploring Geovisualization, ed. by Dykes, J., MacEachren, A., Kraak, M.-J. (Elsevier, Oxford 2005) pp. 103-125
31. (Arnheim 1997) Arnheim, R.: Visual Thinking (University of California Press, Berkeley 1969, renewed 1997)
32. (Bertin 1967/1983) Bertin, J.: Semiology of Graphics. Diagrams, Networks, Maps (University of Wisconsin Press, Madison 1983).
33. Translated from Bertin, J.: Sémiologie graphique (Gauthier-Villars, Paris 1967)
34. (Blok 2000) Blok, C: Monitoring change: characteristics of dynamic geo-spatial phenomena for visual exploration. In: Spatial Cognition II, ed. by Freksa, C, Brauer, W., Habel, C, Wender, K. F., Lecture Notes in Artificial Intelligence, Vol. 1849 (Springer, Berlin, Heidelberg 2000) pp. 16-30
35. (Casner 1991) Casner, S. M.: A task-analytic approach to the automated design of graphic presentations. ACM Transactions on Graphics 10, 111-151 (1991)
36. ® Online Encyclopedia, http://encarta.msn. com (Microsoft, Redmond, WA 2004). Accessed 28 Mar. 2005
37. (Fayyad et al. 1996) Fayyad, U. M., Piatetsky-Shapiro, G., Smyth, P.: From data mining to knowledge discovery: an overview. In: Advances in Knowledge Discovery and Data Mining, ed. by Fayyad, U. M., Piatetsky-Shapiro, G., Smyth, P., Uthurusamy, R. (AAAI Press/MIT Press, Menlo Park 1996) pp. 1-36
38. (Gahegan and O'Brien 1997) Gahegan, M., O'Brien, D.: A strategy and architecture for the visualisation of complex geographical datasets. International Journal of Pattern Recognition and Artificial Intelligence, 11(2), 239-261 (1997)
39. (Heylighen 1997) Heylighen, F.: Occam's razor. In: Principia Cybernetica Web, ed. by Heylighen, F., Joslyn, C, Turchin, V. (Principia Cybernetica, Brussels 1997), http://pespmc1.vub.ac.be/REFERPCP.html. Accessed 28 Mar. 2005
40. (Jung 1995) Jung, V.: Knowledge-based visualization design for geographic information systems. In Proceedings of the 3rd ACM International Workshop on Advances in GIS, Baltimore, 1995, ed. by Bergougnoux, P., Makki, K., Pissinou, N. (ACM Press, New York 1995) pp. 101-108
41. (Klir 1985) Klir, G. J.: Architecture of Systems Problem Solving (Plenum, New York 1985)
42. (Knapp 1995) Knapp, L.: A task analysis approach to the visualization of geographic data. In: Cognitive Aspects of Human-Computer Interaction for Geographic Information Systems, ed. by Nyerges, T. L., Mark, D. M., Laurini, R., Egenhofer, M. J. (Kluwer, Dordrecht 1995) pp. 355-371
43. (Koussoulakou and Kraak 1992) Koussoulakou, A., Kraak, M. J.: Spatio-temporal maps and cartographic communication. The Cartographic Journal 29, 101-108 (1992)
44. (Kraak et al. 1997) Kraak, M.-J., Edsall, R., MacEachren, A. M.: Cartographic animation and legends for temporal maps: exploration and/or interaction. In Proceedings of the 18th International Cartographic Conference, Vol. 1 (1997) pp. 253-261
45. (Miller and Han 2001) Miller, H. J., Han, J.: Geographic data mining and knowledge discovery: an overview. In: Geographic Data Mining and Knowledge Discovery, ed. by Miller, H. J., Han, J. (Taylor & Francis, London 2001) pp. 3-32
46. (MacEachren 1995) MacEachren, A. M.: How Maps Work: Representation, Visualization, and Design (Guilford, New York 1995)
47. (Qian et al. 1997) Qian, L., Wachowicz, M., Peuquet, D., MacEachren, A.: Delineating operations for visualization and analysis of space-time data in GIS. In: Proceedings of the GIS/LIS'97, Cincinnati, (1997) pp. 872-877
48. (Peuquet 1994) Peuquet, D. J.: It's about time: a conceptual framework for the representation of temporal dynamics in geographic information systems. Annals of the Association of American Geographers 84(3), 441-461 (1994)
49. (Random House) Random House Webster's Unabridged Electronic Dictionary (Random House, Broadway, NY 1996)
50. (Robertson 1991) Robertson, P. K.: A methodology for choosing data representations. IEEE Computer Graphics and Applications 1(3), 56-67 (1991)
51. (Roth and Mattis 1990) Roth, S. M., Mattis, J.: Data characterization for intelligent graphics presentation. In: Proceedings of SIGCHI'90: Human Factors in Computing Systems, Seattle, 1990 (ACM Press, New York 1990) pp. 193-200
52. (Shneiderman 1996) Shneiderman, B.: The eyes have it: a task by data type taxonomy for information visualizations. In: Proceedings of the 1996 IEEE Symposium on Visual Languages (IEEE Computer Society Press, Piscataway 1996) pp. 336-343
53. (Tukey 1977) Tukey, J. W.: Exploratory Data Analysis (Addison-Wesley, Reading, MA 1977)
54. (Wehrend and Lewis 1990) Wehrend, S., Lewis, C: A problem-oriented classification of visualization techniques. In: Proceedings of the First IEEE Conference on Visualization: Visualization 90 (IEEE, Los Alamitos 1990) pp. 139-146
55. (Yuan and Albrecht 1995) Yuan, M., Albrecht, J.: Structural analysis of geographic information and GIS operations from a user's perspective. In: Spatial Information Theory: a Theoretical Basis for GIS: International Conference COSIT'95, Proceedings, ed. by Frank, A. U., Kuhn, W., Lecture Notes in Computer Science, Vol. 988, (Springer, Berlin, Heidelberg 1995) pp. 107-122
56. (Zhou and Feiner 1998) Zhou, M., Feiner, S.: Visual task characterization for automated visual discourse synthesis. In: Proceedings of the SIGCHI conference on Human factors in computing systems (ACM Press, New York 1998) pp. 392-399
57. (Ahlberg et al. 1992) Ahlberg, C., Williamson, C., Shneiderman, B.: Dynamic queries for information exploration: an implementation and evaluation. In: Proceedings of ACM CHI'92 (ACM Press, New York 1992) pp. 619-626
58. (Allen 1983) Allen, J. F.: Maintaining knowledge about temporal intervals. Communications of the ACM 26(11), 123-154 (1983)
59. (Andrienko and Andrienko 1999) Andrienko, G., Andrienko, N.: Interactive maps for visual data exploration. International Journal of Geographical Information Science 13(4), 355-374 (1999)
60. (Andrienko and Andrienko 2001) Andrienko, G., Andrienko, N.: Constructing parallel coordinates plot for problem solving. In: 1st International Symposium on Smart Graphics, ed. by Butz, A., Krüger, A., Oliver, P., Zhou, M., Hawthorne NY, March 2001 (ACM Press, New York 2001) pp. 9-14
61. (Andrienko and Andrienko 2004) Andrienko, N., Andrienko, G.: Cumulative curves for exploration of demographic data: a case study of northwest england. Computational Statistics 19(1), 9-28 (2004)
62. (Andrienko et al. 2001) Andrienko, G., Andrienko, N., Savinov, A.: Choropleth maps: classification revisited. In: Proceedings of ICA 2001, Beijing, vol. 2, pp. 1209-1219 (2001)
63. (Arnheim 1997) Arnheim, R.: Visual Thinking (University of California Press, Berkeley 1969, renewed 1997)
64. (Bertin 1967/1983) Bertin, J.: Semiology of Graphics. Diagrams, Networks, Maps (University of Wisconsin Press, Madison 1983).
65. Translated from Bertin, J.: Sémiologie graphique (Gauthier-Villars, Paris 1967)
66. (Blok et al. 1999) Blok, C., Koebben, B., Cheng, T., Kuterema, A. A.: Visualization of relationships between spatial patterns in time by cartographic animation. Cartography and Geographic Information Science 26(2), 139-151 (1999)
67. (Boukhelifa and Rodgers 2003) Boukhelifa, N., Rodgers, P. J.: A model and software system for coordinated and multiple views in exploratory visualization, Information Visualization, 2(4), 258-269 (2003)
68. (Brewer 1994) Brewer, C. A.: Color use guidelines for mapping and visualization. In: Visualization in Modern Cartography, ed. by MacEachren, A. M., Fraser Taylor, D. R. (Elsevier, New York 1994) pp 123-147
69. (Buja et al. 1991) Buja, A., McDonald, J. A., Michalak, J., Stuetzle, W.: Interactive data visualization using focusing and linking. In: Proceedings of IEEE Visualization'91 (IEEE Computer Society Press, Washington 1991) pp. 156-163
70. (Burt and Barber 1996) Burt, J. E., Barber, G. M.: Elementary Statistics for Geographers, 2nd edn (Guilford, New York 1996)
71. (Carr et al. 1992) Carr, D. B., Olsen, A. R., White, D.: Hexagon mosaic maps for display of univariate and bivariate geographical data. Cartography and Geographic Information Systems 19(4), 228-236 (1992)
72. (Carr et al. 2000) Carr, D. B., Wallin, J. F., Carr, D. A.: Two new templates for epidemiology applications: linked micromap plots and conditioned choropleth maps. Statistics in Medicine 19, 2521-2538 (2000)
73. (Carr et al. 2002) Carr, D. B., Zhang, Y., Li, Y.: Dynamically conditioned choropleth maps: shareware for hypothesis generation and education. Statistical Computing & Statistical Graphics Newsletter 13(2), 2-7 (2002)
74. (Casner 1991) Casner, S. M.: A task-analytic approach to the automated design of graphic presentations. ACM Transactions on Graphics 10, 111-151 (1991)
75. (Catarci et al. 1997) Catarci, T., Costabile, M. F., Levialdi, S., Batini, C: Visual query systems for databases: a survey. Journal of Visual Languages and Computing 8(2), 215-260 (1997)
76. (Chen 2003) Chen, H.: Compound brushing. In: IEEE Symposium on Information Visualization, Seattle, October 2003, ed. by Munzner, T., North, S. (IEEE Computer Society Press, Washington 2003) pp. 181-188
77. (Cleveland and McGill 1984) Cleveland W. S., McGill, R.: Graphical perception: theory, experimentation, and application to the development of graphical methods. Journal of the American Statistical Association 79(387), 531-554 (1984)
78. (Cleveland and McGill 1986) Cleveland W. S., McGill, R.: An experiment in graphical perception. International Journal of Man-Machine Studies 25(5), 491-500 (1986)
79. (CMV 2003) Roberts, J. C. (ed.): Proceedings of the First International Conference on Coordinated and Multiple Views in Exploratory Visualization (CMV'03), July 2003, London (IEEE Computer Society, Los Alamitos 2003)
80. (CMV 2004) Roberts, J. C. (ed.): Proceedings of the Second International Conference on Coordinated and Multiple Views in Exploratory Visualization (CMV04), July 2004, London (IEEE Computer Society, Los Alamitos 2004)
81. (Chrisman 1997) Chrisman, N.: Exploring Geographic Information Systems (Wiley, New York 1997)
82. (Cressie 1991) Cressie, N. A. C.: Statistics for Spatial Data (Wiley, New York 1991)
83. (Dallal 1999) Dallal, G. E.: The Little Handbook of Statistical Practice. http://www. StatisticalPractice.com. Accessed 28 Mar. 2005
84. (Dodge 2000) Dodge, M.: NewsMaps: Topographic Mapping of information, (2000), http://mappa.mundi.net/maps/maps-015/. Accessed 28 Mar. 2005
85. (Dorling 1992) Dorling, D.: Visualising people in time and space. Environment and Planning B: Planning and Design 19, 613-647 (1992)
86. (Edsall and Peuquet 1997) Edsall, R., Peuquet, D.: A graphical user interface for the integration of time into GIS. In: Proceedings of the 1997 American Congress of Surveying and Mapping Annual Convention and Exhibition, Seattle (1997) pp. 182-189
87. (Egbert and Slocum 1992) Egbert, S. L., Slocum, T. A.: EXPLOREMAP: an exploration system for choropleth maps. Annals of the Association of American Geographers 82, 275-288 (1992)
88. (Fayyad et al. 2002) Fayyad, U., Grinstein, G. G., Wierse, A. (eds): Information Visualisation in Data Mining and Knowledge Discovery (Morgan Kaufmann, San Francisco 2002)
89. (Fotheringham and Rogerson 1994) Fotheringham S., Rogerson P. (eds): Spatial Analysis and GIS (Taylor & Francis, London 1994)
90. (Friendly 1994) Friendly, M.: Mosaic displays for multi-way contingency tables. Journal of the American Statistical Association 89, 190-200 (1994)
91. (Friendly 2002) Friendly, M.: Corrgrams: exploratory displays for correlation matrices. American Statistician 56(4), 316-325 (2002)
92. (Friendly and Kwan 2003) Friendly, M., Kwan, E.: Effect ordering for data displays, Computational Statistics & Data Analysis 43, 509-539 (2003)
93. (Furnas 1986) Furnas, G. W.: Generalized fisheye views. In: Proceedings of CHI'86 (ACM, New York 1986) pp. 16-23
94. (Green 1998) Green, M.: Toward a perceptual science of multidimensional data Visualisation: Bertin and Beyond (1998), http://www.ergogero.com/dataviz/ dvis0.html. Accessed 28 Mar. 2005
95. (Harrower et al. 1999) Harrower, M., Griffin, A. L., MacEachren, A. M.: Temporal focusing and temporal brushing: assessing their impact in geographic visualization. In: Proceedings of the 19th International Cartographic Conference, Vol. 1 (1999) pp. 729-738
96. (Hernandez et al. 2005) Hernandez, V., Göring, W., Voß, A., Hopmann, C: Sustainable decision support by the use of multi-level and multi-criteria spatial analysis on the Nicaragua development gateway. In: 8th International Conference on Global Spatial Data Infrastructure, GSDI-8, Cairo, April 2005
97. (Hochheiser and Shneiderman 2004) Hochheiser, H., Shneiderman, B.: Dynamic query tools for time series data sets: timebox widgets for interactive exploration. Information Visualization 3(1), 1-18 (2004)
98. (InfoVis 2003) Roberts, J. C. (ed.): Special Issue on Coordinated and Multiple Views in Exploratory Visualization. Information Visualization 2(4), (2003)
99. (Jenks 1977) Jenks, G. F.: Optimal data classification for choropleth maps, Occasional Paper No. 2 (Department of Geography, University of Kansas 1977)
100. (Keim and Kriegel 1994) Keim D., Kriegel, H.-P.: VisDB: database exploration using multidimensional visualization. IEEE Computer Graphics and Applications 14(5), 40-49 (1994)
101. (Keogh and Kasetty 2003) Keogh, E. J., Kasetty, S.: On the need for time series data mining benchmarks: a survey and empirical demonstration. Data Mining and Knowledge Discovery 7(4), 349-371 (2003)
102. (Klösgen and Zytkow 2002) Klösgen, W., Zytkow, J. M. (eds.): Handbook of Data Mining and Knowledge Discovery, (Oxford University Press, New York 2002)
103. (Kosslyn 1994) Kosslyn, S. M.: Elements of Graph Design (Freeman, New York 1994)
104. (Leung and Apperley 1994) Leung, Y. K., Apperley, M. D.: A review and taxonomy of distortion-oriented presentation techniques. ACM Transactions on Computer-Human Interaction 1(2), 126-160 (1994)
105. (Li and North 2003) Li, Q., North, C: Empirical comparison of dynamic query sliders and brushing histograms. In: Proceeding of IEEE Information Visualization 2003, Seattle (2003)
106. (Lyutyy 1986) Lyutyy, A. A.: The Language of Map: Essence, System, Functions (Institute of Geography of the Russian Academy of Sciences, Moscow 1986) (in Russian)
107. (MacEachren 1994) MacEachren, A. M.: Some Truth with Maps: a Primer on Symbolization and Design (Association of American Geographers, Washington, DC 1994)
108. (MacEachren 1995) MacEachren, A. M.: How Maps Work: Representation, Visualization, and Design (Guilford, New York 1995)
109. (Mackinlay 1986) Mackinlay, J.: Automating the design of graphical presentation of relational information. ACM Transactions on Graphics 5(2), 110-141 (1986)
110. (Miller and Han 2001) Miller, H. J., Han, J.: Geographic data mining and knowledge discovery: an overview. In: Geographic Data Mining and Knowledge Discovery, ed. by Miller, H. J., Han, J. (Taylor & Francis, London 2001) pp. 3-32
111. (Monmonier 1990) Monmonier, M.: Strategies for the visualization of geographic time-series data. Cartographica 27(1), 30-45 (1990)
112. (Newton 1978) Newton, CM.: Graphics: from alpha to omega in data analysis. In: Graphical Representation of Multivariate Data, ed. by Wang, P. C. C. (Academic Press, New York 1978) pp. 59-92
113. (NIST/SEMATECH 2005) NIST/SEMATECH e-Handbook of Statistical Methods. Chapter 1: Exploratory Data Analysis, http://www.itl.nist.gov/div898/handbook/. Accessed 29 Mar. 2005
114. (Norman et al. 2003) Norman, K. L., Zhao, H., Shneiderman, B., Golub, E.: Dynamic query choropleth maps for information seeking and decision making. In: Proceedings of Human-Computer Interaction International 2003. Vol. 2: Theory and Practice (Lawrence Erlbaum Associates, 2003) pp. 1263-1267
115. (North and Shneiderman 1997) North, C, Shneiderman, B.: A Taxonomy of Multiple-Window Coordinations, Technical Report CS-TR-3854 (University of Maryland Computer Science Department, College Park 1997)
116. (North and Shneiderman 1999) North, C, Shneiderman, B.: Snap-Together Visualization: Coordinating Multiple Views to Explore Information, Technical Report CS-TR-4020 (University of Maryland Computer Science Department, College Park 1999)
117. (North et al. 2002) North, C., Conklin, N., Indukuri, K., Saini, V.: Visualization schemas and a web-based architecture for custom multiple-view visualization of multiple-table databases. Information Visualization 1(3-4), 211-228 (2002)
118. (Peuquet 2002) Peuquet, D. J.: Representations of Space and Time (Guilford, New York 2002)
119. (Rana and Dykes 2003) Rana, S., Dykes, J.: A framework for augmenting the visualization of dynamic raster surfaces. Information Visualization 2, 126-139 (2003)
120. (Random House 1996) Random House Webster's Unabridged Electronic Dictionary (Random House, Broadway, NY 1996)
121. (Rhodes 2002) Rhodes, P. J.: Discovering New Relationships: A brief overview of data mining and knowledge discovery. In: Information Visualisation in Data Mining and Knowledge Discovery, ed. by Fayyad, U., Grinstein, G. G., Wierse, A. (Morgan Kaufmann, San Francisco 2002)
122. (Roberts 1998) Roberts, J. C.: On encouraging multiple views for visualisation. In: Information Visualisation IV'98, ed by Banissi, E., Khosrowshahi, F., Safraz, M., July 1998 (IEEE Computer Society Press, Washington 1998) pp. 8-14
123. (Roth and Mattis 1990) Roth, S. M., Mattis, J.: Data characterization for intelligent graphics presentation. In: Proc. SIGCHI'90: Human Factors in Computing Systems, Seattle, 1990 (ACM Press, New York 1990) pp. 193-200
124. (Rousseeuw et al. 1999) Rousseeuw, P. J., Ruts, I., Tukey, J. W.: The Bagplot: a bivariate boxplot. The American Statistician 53(4), 382-387 (1999)
125. (Sadahiro 2002) Sadahiro, Y.: A graphical method for exploring spatiotemporal point distributions. Cartography and Geographic Information Science 29(2), 67-84 (2002)
126. (Salichtchev 1982) Salichtchev, K. A.: Cartography: a Textbook for Geographical Specialities of Universities, 3rd edn (Vysshaya Shkola, Moscow 1982) (in Russian)
127. (Senay and Ignatius 1994) Senay, H., Ignatius, E.: A knowledge-based system for visualization design. IEEE Computer Graphics and Applications 4(6), 36-47 (1994)
128. (Shekhar and Chawla 2003) Shekhar, S., Chawla, A.: Spatial Databases: a Tour (Pearson Education, Upper Saddle River 2003)
129. (Shneiderman 1992) Shneiderman, B.: Tree visualization with treemaps: a 2-D space-filling approach. ACM Transactions on Graphics 11(1), 92-99 (1992)
130. (Slocum 1999) Slocum, T. A.: Thematic Cartography and Visualization (Prentice Hall, Upper Saddle River 1999)
131. (Spence 2001) Spence, R.: Information Visualisation (Addison-Wesley, Harlow 2001)
132. (Spence and Tweedy 1998) Spence, R., Tweedy, L.: The Attribute Explorer: information synthesis via exploration. Interacting with Computers 11, 137-146 (1998)
133. (Spoerri 1999) Spoerri, A.: InfoCrystal: a visual tool for information retrieval. In: Readings in Information Visualization: Using Vision to Think, ed. by Card, S. K., Mackinlay, J. D., Shneiderman, B. (Morgan Kaufmann, San Francisco 1999) pp 140-147
134. (StatSoft 2004) StatSoft, Inc.: Electronic Statistics Textbook (StatSoft, Tulsa 2004), http://www.statsoft.com/textbook/stathome.html. Accessed 28 Mar. 2005
135. (Stolte et al. 2002) Stolte, C, Tang, D., Hanrahan, P.: Multiscale visualization using data cubes. In: Proceedings of the IEEE Symposium on Information Visualization 2002, InfoVis'02, Boston, USA, October 2002, ed. by Wong, P. C., Andrews, K. (IEEE Computer Society, Piscataway 2002) pp. 7-14
136. (Tufte 1983) Tufte, E. R.: The Visual Display of Quantitative Information (Graphics Press, Cheshire CT, 1983)
137. (Tufte 1990) Tufte, E. R.: Envisioning Information (Graphics Press, Cheshire, CT 1990)
138. (Tukey 1977) Tukey, J. W.: Exploratory Data Analysis (Addison-Wesley, Reading, MA 1977)
139. (Unwin and Hofmann 1998) Unwin, A. R., Hofmann, H.: New interactive graphics tools for exploratory analysis of spatial data. In: Innovations in GIS, Vol. 5, ed. by Carver, S. (Taylor & Francis, London 1998) pp. 46-55
140. (Wattenberg 2001) Wattenberg, M. Sketching a graph to query a time-series database. In: Extended Abstracts of CHI'01, Seattle, March-April 2001, (ACM Press, New York 2001) pp. 379-380
141. (Wilkinson 1999) Wilkinson, L.: The Grammar of Graphics (Springer-Verlag, New York 1999)
142. (Wise et al. 1995) Wise, J., Thomas, J., Pennock, K., Lantrip, D., Pottier, M., Schur, A., Crow, V.: Visualizing the non-visual: spatial analysis and interaction with information from text documents. In: Proceedings of IEEE 1995 Symposium on Information Visualization, Atlanta (1995) pp. 51-58
143. (Witten and Frank 1999) Witten, I. H., Frank, E.: Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations (Morgan Kaufmann, San Francisco 1999)
144. (Zenkin 1990) Zenkin, A. A.: Waring's problem from the standpoint of the cognitive interactive computer graphics. Mathematical and Computer Modelling 13(11), 9-37 (1990)
145. (Arnheim 1997) Arnheim, R.: Visual Thinking (University of California Press, Berkeley 1969, renewed 1997)
146. (Bertin 1967/1983) Bertin, J.: Semiology of Graphics. Diagrams, Networks, Maps (University of Wisconsin Press, Madison 1983).
147. Translated from Bertin, J.: Sémiologie graphique (Gauthier-Villars, Paris 1967)
148. (Fredrikson et al. 1999) Fredrikson, A., North, C., Plaisant, C., Shneiderman, B.: Temporal, geographic and categorical aggregations viewed through coordinated displays: a case study with highway incident data. In: Proceedings of the Workshop on New Paradigms in Information Visualization and Manipulation (NPIVM'99) (ACM Press, New York 1999) pp. 26-34.
149. (Furnas 1986) Furnas, G. W.: Generalized fisheye views. In: Proceedings of CHI'86 (ACM, New York 1986) pp. 16-23
150. (Gatalsky et al. 2004) Gatalsky, P., Andrienko, N., Andrienko, G.: Interactive analysis of event data using space-time cube. In: IV 2004:8th International Conference on Information Visualization, Proceedings, ed by Banissi, E. et al, London, July 2004 (IEEE Computer Society, Los Alamitos 2004) pp. 145-152
151. (Hägerstrand 1970) Hägerstrand, T.: What about people in regional science? Papers, Regional Science Association 24, 7-21 (1970)
152. (Hedley et al. 1999) Hedley, N. R., Drew, C. H., Arfin, E. A., Lee, A.: Hägerstrand revisited: interactive space-time visualizations of complex spatial data. Informatica: An International Journal of Computing and Informatics 23(2), 155-168 (1999)
153. (Keogh and Kasetty 2003) Keogh, E. J., Kasetty, S.: On the need for time series data mining benchmarks: a survey and empirical demonstration, Data Mining and Knowledge Discovery 7(4), 349-371 (2003)
154. (Klir 1985) Klir, G. J.: Architecture of Systems Problem Solving (Plenum, New York 1985)
155. (Kraak 2003) M.-J. Kraak, The space-time-cube revisited from a geovisualization perspective. In: Proceedings of the 21st International Cartographic Conference (ICC), Durban, South Africa, August 2003, pp. 1988-1996
156. (MacEachren 1995) MacEachren, A. M.: How Maps Work: Representation, Visualization, and Design (Guilford, New York 1995)
157. (Mackinlay et al. 1991) Mackinlay, J. D., Robertson, G. G., Card, S. K.: The perspective wall: detail and context smoothly integrated. In: Proceedings of the Conference on Human Factors in Computing Systems CHI'91 (ACM Press, New York 1991) pp. 173-179
158. (Miller and Han 2001) Miller, H. J., Han, J.: Geographic data mining and knowledge discovery: an overview. In: Geographic Data Mining and Knowledge Discovery, ed. by Miller, H. J., Han, J. (Taylor & Francis, London 2001) pp. 3-32.
159. (Openshaw and Openshaw 1997) Openshaw, S., Openshaw, C: Artificial Intelligence in Geography (Wiley, Chichester 1997)
160. (Shneiderman 1996) Shneiderman, B.: The eyes have it: a task by data type taxonomy for information visualizations. In: Proceedings of the 1996 IEEE Symposium on Visual Languages (IEEE Computer Society Press, Piscataway 1996) pp. 336-343
161. (Spence 2001) Spence, R.: Information Visualisation (Addison-Wesley, Harlow 2001)
162. (Spence and Tweedy 1998) Spence, R., Tweedy, L.: The attribute explorer: information synthesis via exploration, Interacting with Computers 11, 137-146 (1998)
163. (StatSoft 2004) StatSoft, Inc.: Electronic Statistics Textbook (StatSoft, Tulsa 2004), http://www.statsoft.com/textbook/stathome.html. Accessed 28 Mar. 2005
164. (Tufte 1983) Tufte, E. R.: The Visual Display of Quantitative Information (Graphics Press, Cheshire CT, 1983)
165. (Tufte 1990) Tufte, E. R.: Envisioning Information (Graphics Press, Cheshire CT, 1990)
166. Andrienko, G., Andrienko, N.: Interactive maps for visual data exploration. International Journal of Geographical Information Science 13(4), 355-374 (1999)
167. Andrienko, G., Andrienko, N.: Data characterization schema for intelligent support in visual data analysis. In: Spatial Information Theory - Cognitive and Computational Foundations of Geographic Information Science, COSIT'99, ed. by Freksa, C, Mark, D., Lecture Notes in Computer Science, Vol. 1661 (Springer, Berlin, Heidelberg 1999) pp. 349-366
168. Andrienko, G., Andrienko, N.: Knowledge engineering for automated map design in DESCARTES. In: Advances in Geographic Information Systems, ed. by Medeiros, C. B., 7th International Symposium ACM GIS'99, Kansas City, November 1999 (ACM Press, New York 1999) pp. 66-72
169. Andrienko, G., Andrienko, N.: AFORIZM approach: creating situations to facilitate expertise transfer. In: EKAW'94: a Future for Knowledge Acquisition, ed. by Steels, L., Schreiber, G., Van de Velde, W., Lecture Notes in Artificial Intelligence, vol. 867 (Springer, Berlin, Heidelberg 1994) pp. 244-261
170. Andrienko, G., Andrienko, N.: Making a GIS intelligent: CommonGIS project view. In: AGILE'99 Conference, Rome, April 1999, pp. 19-24
171. Andrienko, N., Andrienko, G.: Intelligent support for geographic data analysis and decision making in the Web. Journal of Geographic Information and Decision Analysis 5(2), 115-128 (2001)
172. Andrienko, G., Andrienko, N., Savinov, A.: Choropleth maps: classification revisited. In: Proceedings of ICA 2001, Beijing, Vol. 2, pp. 1209-1219 (2001)
173. Andrienko, G., Andrienko, N., Gitis, V.: Interactive maps for visual exploration of grid and vector geodata. ISPRS Journal of Photogrammetry and Remote Sensing 57(5-6), 380-389 (2003)
174. Andrienko, N., Andrienko, G., Voss, H., Bernardo, F., Hipolito, J., Kretchmer, U.: Testing the usability of interactive maps in CommonGIS. Cartography and Geographic Information Science 29(4), 325-342 (2002)
175. Andrienko, G., Andrienko, N.: Computer cartography and cartographic knowledge. In: Diskussionsbeiträge zur Kartosemiotik und zur Theorie der Kartographie, Heft 4, ed. by Wolodtschenko, A., Schlichtmann, H. (Selbstverlag der Technischen Universität Dresden, Dresden 2001) pp. 7-14
176. Fairbain, D., Andrienko, G., Andrienko, N., Buziek, G., Dykes, J.: Representation and its relationship with cartographic visualization: a research agenda. Cartography and Geographic Information Science 28(1), 13-28 (2001)
177. Andrienko, G., Andrienko, N., Dykes, J., Gahegan, M., Mountain, D., Noy, P., Roberts, J., Rodgers, P., Theus, M.: Creating instruments for ideation: software approaches to geovisualization. In: Exploring Geovisualization, ed. by Dykes, J., MacEachren, A., Kraak, M.-J. (Elsevier, Oxford 2005) pp 103-125
178. Andrienko, N., Andrienko, G., Gatalsky, P.: Exploratory spatio-temporal visualization: an analytical review. Journal of Visual Languages and Computing 14(6), 503-541 (2003)
179. Andrienko, N., Andrienko, G., Gatalsky, P.: Impact of data and task characteristics on design of spatio-temporal data visualization tools. In: Exploring Geovisualization, ed. by Dykes, J., MacEachren, A., Kraak, M.-J. (Elsevier, Oxford 2005) pp. 201-222
180. Andrienko, N., Andrienko, G., Gatalsky, P.: Supporting visual exploration of object movement. In: Proceedings of the Working Conference on Advanced Visual Interfaces AVI 2000, ed. by Di Gesù, V., Levialdi, S., Tarantino L., Palermo, May 2000 (ACM Press, New York 2000) pp. 217-220
181. Andrienko, N., Andrienko, G., Gatalsky, P.: Exploring changes in census time series with interactive dynamic maps and graphics. Computational Statistics 16(3), 417-433 (2001)
182. Andrienko, N., Andrienko, G.: Interactive visual tools to explore spatiotemporal variation. In: (Ed.) Proceedings of the Working Conference on Advanced Visual Interfaces AVI 2004, ed. by Coastabile, M. F., Gallipoli, May 2004, (ACM Press, New York 2004) pp. 417-420
183. Andrienko, N., Andrienko, G., Gatalsky, P.: Tools for visual comparison of spatial development scenarios. In: IV 2003. 7th International Conference on Information Visualization, Proceedings, ed. by Banissi, E., London, July 2003 (IEEE Computer Society, Los Alamitos 2003) pp. 237-244
184. Gatalsky, P., Andrienko, N., Andrienko, G.: Interactive analysis of event data using space-time cube. In: IV 2004. 8th International Conference on Information Visualization, Proceedings, ed. by Banissi, E., London, July 2004, (IEEE Computer Society, Los Alamitos 2004) pp. 145-152
185. Andrienko, G., Andrienko, N.: Exploring Spatial Data with Dominant Attribute Map and Parallel Coordinates. Computers, Environment and Urban Systems 25(1), 5-15 (2001)
186. Andrienko, G., Andrienko, N.: Constructing parallel coordinates plot for problem solving. In: 1st International Symposium on Smart Graphics, ed by Butz, A., Krüger, A., Oliver, P., Zhou, M., Hawthorne, NY, March 2001, (ACM Press, New York 2001) pp. 9-14
187. Andrienko, G., Andrienko, N.: Blending aggregation and selection: adapting parallel coordinates for the visualisation of large datasets.. The Cartographic Journal 42(1), 49-60 (2005)
188. Andrienko, N., Andrienko, G.: Cumulative curves for exploration of demographic data: a case study of northwest England. Computational Statistics 19(1), 9-28 (2004)
189. Andrienko, N., Andrienko, G., Savinov, A., Voss, H., Wettschereck, D.: Exploratory analysis of spatial data using interactive maps and data mining. Cartography and Geographic Information Science 28(3), 151-165 (2001)
190. Wrobel, S., Andrienko, G., Andrienko, N., Luthje, A.: Kepler and Descartes. In: Handbook of Data Mining and Knowledge Discovery, ed. by Kloesgen, W., Zytkow, J. (Oxford University Press, New York 2002) pp. 576-583
191. Jankowski, P., Andrienko, N., Andrienko: G., Map-centered exploratory approach to multiple criteria spatial decision making. International Journal of Geographical Information Science 15(2), 101-127 (2001)
192. Andrienko, G., Andrienko, N., Jankowski, P.: Building spatial decision support tools for individuals and groups. Journal of Decision Systems 12(2), 193-208 (2003)
193. Andrienko, N., Andrienko, G.: Informed spatial decisions through coordinated views. Information Visualization 2(4), 270-285 (2003)
194. Chertov, O., Komarov, A., Andrienko, G., Andrienko, N., Gatalsky, P.: Integrating forest simulation models and spatial-temporal interactive visualisation for decision making at landscape level.. Ecological Modelling 148(1), 47-65 (2002)
195. Chertov, O., Komarov, A., Mikhailov, A., Andrienko, G., Andrienko, N., Gatalsky, P.: Geovisualization of forest simulation modelling results: a case study of carbon sequestration and biodiversity.. Computers and Electronics in Agriculture 49(1), 175-191 (2005)
196. Schuck, A., Andrienko, G., Andrienko, N., Folving, S., Kohl, M, Miina, S., Paivinen, R., Richards, T., Voss, H.: The European Forest Information System - an Internet based interface between information providers and the user community.. Computers and Electronics in Agriculture 47(3), 185-206 (2005)
197. Gitis, V., Andrienko, G., Andrienko, N.: Exploration of seismological information in analytical Web-GIS. Izvestya Physics of the Solid Earth 40(3), 216-225 (2004)
198. Andrienko, G., Andrienko, N., Voss, H., Carter, J.: Internet mapping for dissemination of statistical information. Computers, Environment and Urban Systems 23(6), 425-441 (1999)
199. Andrienko, G., Andrienko, N.: Intelligent cartographic visualization for supporting data exploration in the IRIS system. Programming and Computer Software 23(5), 268-282 (1997)
200. Andrienko, G., Andrienko, N.: IRIS: a tool to support data analysis with maps. In: Interoperating Geographic Information Systems, ed. by Goodchild, M., Egenhofer, M, Fegeas, R., Kottman, C. (Kluwer, Boston 1999) pp. 221-234
201. Andrienko, G., Andrienko, N., Voss, H.: GIS for everyone: the CommonGIS project and beyond. In: Maps and the Internet, ed. by Peterson, M. (Elsevier, Amsterdam 2003) pp. 131-146