Books
 | Theus, M. and Urbanek, S. (2008) Interactive Graphics for Data Analysis: Principles and Examples, CRC Press, ISBN 978-1-5848-8594-8 (Order online, www.InteractiveGraphics.org - book webpage) |
| Urbanek, S. (2008) "Visualizing Trees and Forests" in Handbook of Data Visualization, Eds.: Chen, C., Härdle, W., Unwin, A., pp 243-264, Springer ISBN 978-3-540-33036-3 |
| Urbanek, S. (2006) "Trees" in: Graphics of Large Datasets, Eds.: Unwin, A., Theus, M. and Hofmann, H., pp. 177-202, Springer ISBN 978-0-387-32906-2 (GOLD page) |
| Urbanek, S. (2006) Exploratory Model Analysis, BoD, ISBN 978-3-8334-6078-4 (Order online) |
Papers and Articles
| Kane, M., Gilani, O., Khusainova, E., Urbanek, S. (2024) Identifying loci in mobility networks with applications in New Zealand work commutes: a statistical test for identifying extreme stationary distribution values in Markov transition matrices in Applied Network Science 9 (1), 1-24 |
| Urbanek, S. (2024) RCloud - Collaborative Visualization and Analysis Platform in Journal of Data Science |
| Cairns, J., Urbanek, S., Murrell, P. (2024) A Platform for Large Scale Statistical Modelling in R in Journal of Data Science 22 (2) |
| Kane, M., Jiang, X.T., Urbanek, S. (2022) On the Programmatic Generation of Reproducible Documents in Journal of Statistical Software 103 p1-15 |
| Kane, M., Jiang, X.T., Urbanek, S. (2021) Automating Reproducible, Collaborative Clinical Trial Document Generation with the listdown Package. in R Journal (13) 1 |
| Gilani, O., Urbanek, S., Kane, M. (2020) Distributions of Human Exposure to Ozone During Commuting Hours in Connecticut Using the Cellular Device Network in Journal of Agricultural, Biological and Environmental Statistics, (25) 1, p54-73 |
| Arnold, T., Kane, M. J., Urbanek, S. (2017) "iotools: High-Performance I/O Tools for R" in R Journal, vol 9(1), p. 6 (link to the R Journal article) |
| Ordonez, C., Johnson, T., Urbanek, S., Shkapenyuk, V., Srivastava, D. (2017) "Integrating the R Language Runtime System with a Data Stream Warehouse" in Lecture Notes in Computer Science (DEXA) vol. 10439 p. 217-231 |
| Kane, M. J., Lewis, B., Tatikonda, S., Urbanek, S. (2016) "Scatter matrix concordance as a diagnostic for regressions on subsets of data" in Statistical Analysis and Data Mining vol. 9(4) p. 249-259 |
| North, S. C., Scheidegger, C. E., Urbanek, S., Woodhull, G. (2015) "Collaborative visual analysis with RCloud" in IEEE VAST 2015 p. 25-32 |
| Small, C., Becker, R., Caceres, R., Urbanek, S. (2015) "Earthquakes, Hurricanes, and Mobile Communication Patterns in the New York Metro Area: Collective Behavior during Extreme Events" |
| Balakrishnan, S., Chopra, S., Applegate, D., Urbanek, S. (2012) "Computational Television Advertising", in Proceedings of the IEEE International Conference on Data Mining (ICDM '12) |
| Becker, R. A., Caceres, R., Hanson, K., Meng Loh, J., Urbanek, S., Varshavsky, A., Volinsky, C. (2012) "Human Mobility Characterization from Cellular Network Data", in Communications of the ACM (CACM). |
| Becker, R. A., Caceres, R., Hanson, K., Meng Loh, J., Urbanek, S., Varshavsky, A., Volinsky, C. (2011) "A Tale of One City: Using Cellular Network Data for Urban Planning" in IEEE Pervasive Computing, vol. 10(4), pages 18-26 |
| Becker, R. A., Caceres, R., Hanson, K., Meng Loh, J., Urbanek, S., Varshavsky, A., Volinsky, C. (2011) "Clustering Anonymized Mobile Call Detail Records to Find Usage Groups" in The First Workshop on Pervasive Urban Applications (PURBA) |
| Urbanek, S. (2011) "iPlots eXtreme - Next-generation Interactive Graphics; Design and Implementation of Modern Interactive Graphics" in Computational Statistics, Springer, vol. 26(3), pages 381-393, September (submitted draft as PDF). |
| Applegate, D., Dasu, T., Krishnan, S., Urbanek, S. (2011) "Unsupervised clustering of multidimensional distributions using Earth Mover Distance" in Proceedings of the 17th ACM SIGKDD (ACM link) |
| Murdoch, D., Urbanek, S. (2009) "The New R Help System" in The R Journal, 1(2):60-65, December 2009 (paper as PDF) |
| Urbanek, S. (2008) "FastRWeb: Fast Interactive Web Framework for Data Mining Using R", in Proceedings of the IASC 2008 World Congress (paper as PDF). |
| Urbanek, S. (2007) "How to Talk to Strangers - Ways to leverage connectivity between R, Java and Objective C" in: DSC 2007 proceedings (JCGS-SI) |
| Helbig, M., Theus, M. and Urbanek, S. (2005) "JGR: Java GUI for R" in Statistical Computing and Graphics Newsletter, vol. 16, no. 2, pp. 9-11 (SCGN v16n2 as PDF) |
| Urbanek, S. (2005) "Following Traces of Lost Models" in Proc. of the joint Statistical Meetings 2005, Section on Statistical Graphics, Mira Digital Publishing (Paper as PDF) |
| Urbanek, S. (2003) "Interactive Construction and Analysis of Trees" in Proc. of the Joint Statistical Meetings 2003, Biometrics Section, Mira Digital Publishing (Paper as PDF) |
| Urbanek, S. (2003) "Rserve - A Fast Way to Provide R Functionality to Applications" in Proc. of the 3rd International Workshop on Distributed Statistical Computing (DSC 2003), ISSN 1609-395X, Eds.: Kurt Hornik, Friedrich Leisch & Achim Zeileis (Paper as PDF) |
| Urbanek, S. and Theus M. (2003) "iPlots - High Interaction Graphics for R" in Proc. of the 3rd International Workshop on Distributed Statistical Computing (DSC 2003), ISSN 1609-395X, Eds.: Kurt Hornik, Friedrich Leisch & Achim Zeileis (Paper as PDF) |
| Urbanek, S. (2003) "Many Faces of a Tree", in Proc. of the 35th Symposium on the Interface of Computing Science and Statistics, vol. 35, Interface Foundation. |
| Urbanek, S. (2002) "Exploring Statistical Forests", in Proc. of the 2002 Joint Statistical Meeting, in press, Mira DP, 2002. Paper as PDF (122kB). |
| Urbanek, S. (2002) "No need to talk to strangers - Cooperation of Interactive Software with R as Moderator", in Proc. of the 34th Symposium of the Interface of Computing Science and Statistics, Montreal, Quebec, Canada Paper as PDF (416kB), Talk slides as PDF (1.06MB) |
| Urbanek, S. and Tiedtke, H.-J. (2002) "Verbesserte Methode zur Messung von Mikrobläschen während der extrakorporalen Zirkulation", in Kardiotechnik, Suppl.1, 11, 4 (presented at 31. Int. Fortbildung- und Arbeitstagung der DGfKT 2002, Halle/Saale, Germany) |
| Urbanek, S. and Unwin, A. R. (2002) "Making Trees Interactive with KLIMT", in Statistical Computing and Graphics Newsletter, vol. 13, no. 1, pp. 13-16 Newsletter as PDF (see also SCGN pages) |
| Urbanek, S. (2002) "Different ways to see a tree - KLIMT", in Proc. of the 14th Conference on Computational Statistics, Compstat 2002), p303-308, Physica, Heidelberg Paper as PDF (101kB) |
| Urbanek, S. and Tiedtke, H.-J. (2002) "Improved Methods for Measurement of Gaseous Microbubbles During Extracorporeal Circulation", in Perfusion, vol. 17, no. 6, pp. 429-434, Hodder Arnold, London |
| Urbanek, S. and Unwin, A. R. (2001) "Making Trees Interactive - KLIMT", in Proc. of the 33th Symposium of the Interface of Computing Science and Statistics, Costa Mesa, Orange County, CA Paper as PDF (273kB) |
Contact: simon.urbanek@r-project.org