Data Visualization and Big Data

2019

Tennekes, M. Mapping human population. Seminars at University of London (City and King’s College). (presentation)

Tennekes, M. Creating thematic maps in R. Workshop at the OpenGeoHUB Summer School, Muenster, Germany. (presentation)

Tennekes, M., Jonge, E. de (2019) tabplot: Tableplot, a visualization of large statistical datasets. (R package version 1.3-3) (project home)

Tennekes, M. (2019) tmap: Thematic Maps. (R package version 2.3-1) (project home)

Tennekes, M. (2019) tmaptools: Thematic Maps Tools. (R package version 2.0-2) (project home)

Ricciato, F., Wirthmann, A, Tennekes, M. Sakarovitch, B., Radini, R, Salgado, D. (2019) Towards a Reference Methodological Framework for processing Mobile Network Operator data for Official Statistics. Poster presented at the NetMob 2017 conference, Oxford, UK. (abstract) (poster)

Ponsen, M., Gootzen, Y., Puts, M., Tennekes, M., Jonge, E. de, Shah, S., Offermans, M. (2019) Towards Official Tourism Statistics - machine learning for processing signalling data. Poster presented at the NetMob 2017 conference, Oxford, UK. (abstract) (poster)

Puts, M. J. H., Daas, P. J. H., Tennekes, M., Blois, C. de (2019) Using huge amounts of road sensor data for official statistics, AIMS Mathematics, 4(1), 12-25 (link)

2018

Tennekes, M. (2018) Aggregation of dots. Paper presented at the seminar Methods for Big Data in Official Statistics, Heerlen, The Netherlands. (paper) (presentation)

Meulemans, W., Tennekes, M. (2018) Assessing Dot-Map Aggregations. Poster paper presented at the IEEE VisWeek 2018. Berlin, Germany. (paper)

Salgado, D., Alexandru, C. Debusschere, M., Esteban, E., Nurmi, O., Oancea, B., Piela, P., Radini, R., Sakarovitch, B., Saldaña, S., Sanguiao, L., Tennekes, M., Williams, W., Zwick, M. (2018) Estimation of population counts combining official and mobile phone data. Paper for the European Conference on Quality in Official Statistics 2018, Krakow, Poland. (paper)

Salgado, D., Debusschere, M., Nurmi, O. Piela, P., Coudin, E., Sakarovitch, B., Hadam, S., Zwick, M., Radini, R., Tuoto, T., Tennekes, M., Alexandru, C., Oancea, B., Esteban, E., Saldaña, S., Sanguiao, L., Williams, W. (2018) ESSnet Big Data, WP5, Deliverable 5.3, Proposed Elements for a Methodological Framework for the Production of Official Statistics with Mobile Phone Data, Eurostat. (report)

Salgado, D., Debusschere, M., Nurmi, O. Piela, P., Coudin, E., Sakarovitch, B., Hadam, S., Zwick, M., Radini, R., Tuoto, T., Tennekes, M., Alexandru, C., Oancea, B., Esteban, E., Saldaña, S., Sanguiao, L., Williams, W. (2018) ESSnet Big Data, WP5, Deliverable 5.4, Some IT elements for the use of mobile phone data in the production of official statistics, Eurostat. (report)

Salgado, D., Debusschere, M., Nurmi, O. Piela, P., Coudin, E., Sakarovitch, B., Hadam, S., Zwick, M., Radini, R., Tuoto, T., Tennekes, M., Alexandru, C., Oancea, B., Esteban, E., Saldaña, S., Sanguiao, L., Williams, W. (2018) ESSnet Big Data, WP5, Deliverable 5.5, Some Quality Aspects and Future Prospects for the Production of Official Statistics with Mobile Phone Data, Eurostat. (report)

Tennekes, M. (2018) tmap: Thematic Maps in R, Journal of Statistical Software, 84(6), 1-39 (link)

2017

Daas, P., Abbott, O., Alexandru, C., Bisioti, E., Chavdarov, V., Debusschere, M., Horvat, V., Museux, J-M., Reis, F., Ilves, M., Langsrud, O., Maslankowski, J., Portugal, A., Puts, M., Tennekes, M., Sanguiao, L., Six, M., Wu, D. (2017) Results of Workshop on: Important topics in the area of methodology, quality and IT when using big data for official statistics. Workpackage 8, ESSnet Big Data, Heerlen, The Netherlands. Version 19 June 2017. (report)

Tennekes, M. Exploring and presenting maps with tmap. Presentation for the R User Conference (useR) 2017, Brussels, Belgium. (abstract) (presentation)

Tennekes, M., Offermans, M. Heerschap, N. (2017) Determining an optimal time window for roaming data for tourism statistics. Paper presented at the NetMob 2017 conference, Milan, Italy. (paper) (poster)

Tennekes, M., Jonge, E. de (2017) The compositional dot map: a visualization of spatial data. Paper presented at the 2017 New Techniques and Technologies for Statistics (NTTS) conference, Brussels, Belgium. (extended abstract) (presentation)

Tennekes, M. (2017) treemap: Treemap visualization. (R package version 2.4-2) (project home)

2016

Tennekes, M., Jonge, E. de (2016) Coloring interactive compositional dot maps. Poster paper presented at the 18th EG/VGTC Conference on Visualization (EuroVis 2016), Groningen, The Netherlands. (paper) (presentation) (poster)

Puts, M., Tennekes, M., Daas, P.J.H., de Blois, C. (2016) Using huge amounts of road sensor data for official statistics. Paper and presentation for the European Conference on Quality in Official Statistics 2016, Madrid, Spain. (paper) (presentation)

Tennekes, M. (2016) On the visualization of hierarchical, tabular and spatial data in R. Presentation for the New Challenges for Statistical Software - The Use of R in Official Statistics 2016, Bucharest, Romania. (presentation)

2015

Tennekes, M. (2015) tmap: creating thematic maps in a flexible way. Presentation for the R User Conference 2015, Aalborg, Denmark. (abstract) (presentation)

Tennekes, M. (2015) Data Visualization in Official Statistics. Presentation for invited workshop Data Meets Viz. University of Augsbourg, Germany. (presentation)

Tennekes, M. (2015) High Frequency Road Sensor Data for Official Statistics. Paper presented at the 2015 New Techniques and Technologies for Statistics (NTTS) conference, Brussels, Belgium. (paper) (presentation) (video, from 7:54:30 to 8:05:30)

Tennekes, M., Puts, M. (2015) Projection of road sensors to the Dutch road network. Paper presented at the 2015 New Techniques and Technologies for Statistics (NTTS) conference, Brussels, Belgium. (paper) (presentation) (video, from 8:05:30 to 8:15:35)

Puts, M., Tennekes, M., Daas, P. (2014) Using Road Sensor Data for Official Statistics. Towards a Big Data Methodology. Presentation for the Strata + Hadoop World, organized by O’Reilly and Cloudera, Barcelona, Spain. (abstract) (presentation)

2014

Tennekes, M. Jonge, E. de (2014) Tree Colors: Color Schemes for Tree-Structured Data. IEEE Transactions on Visualization and Computer Graphics 20 (12), 2072 - 2081. (paper) (video preview) (fast forward presentation) (presentation)

Offermans, M., Tennekes, M. (2014) Mobile Phone Metadata: A New Source for Official Statistics. Presentation for the 2014 Joint Statistical Meeting (JSM), Boston, USA. (abstract)

Tennekes, M., Offermans, M. (2014) Daytime Population Estimations Based on Mobile Phone Metadata. Presentation for the 2014 Joint Statistical Meeting (JSM), Boston, USA. (abstract) (presentation)

Tennekes, M. (2014) Visualization and Big Data in Official Statistics. Presentation for the International Seminar on Big Data 2014, organized by Infotec, CIDE, and INEGI, Mexico City, Mexico. (presentation) (video)

Braaksma, B., Daas, P., Offermans, M., Puts, M., Tennekes, M. (2014) Big Data and official statistics: local experiences and international initiatives, Proceedings of the 47th Scientific Meeting of the Italian Statistical Society (SIS), Cagliari, Italy. (paper)

2013

Tennekes,M., Jonge, E. de (2013) Poster: Hierarchical Qualitative Color Palettes. IEEE VisWeek 2013. Atlanta, USA. (paper) (poster)

Tennekes, M., Jonge, E. de (2013) Big data exploration with tabplot. Presentation for the R User Conference 2013, Albacete, Spain. (abstract) (presentation)

Daas, P., Tennekes, M., Ossen, S., Di Bella, G., Galiè, L., Laitila, T., Lennartsson, D., Nilsson, R., Wallgren, A., Wallgren, B. (2013) Guidelines on the usage of the prototype of the computerized version of QRCA, and Report on the overall evaluation results. Second deliverable of workpackage 8 of the BLUE Enterprise and Trade Statistics project, March 29. (paper)

Tennekes, M., Jonge, E. de (2013) On the exploration of high cardinality categorical data. Paper presented at the 2013 New Techniques and Technologies for Statistics (NTTS) conference, Brussels, Belgium. (paper) (presentation)

Tennekes, M., Jonge, E. de, Daas, P.J.H. (2013) Visualizing and Inspecting Large Datasets with Tableplots, Journal of Data Science 11 (1), 43-58. (paper)

2012

Tennekes, M., Jonge, E. de, Daas, P.J.H. (2012) Innovative visual tools for data editing. Paper presented at the United Nations Economic Commission for Europe (UNECE) Work Session on Statistical Data Editing, 2012, Oslo, Norway. (paper) (presentation)

Daas, P.J.H., Ossen, S.J.L., Tennekes, M., Burger, J. (2012) Evaluation and visualisation of the quality of administrative sources used for statistics. Paper for the European Conference on Quality in Official Statistics 2012, Athens, Greece. (paper)

Daas, P.J.H., Schulte Nordholt, E. with the cooperation of Jonge, E. de, Tennekes, M. (2012) Complete dataset kleurrijk weergeven in één figuur. E-data & Research 6 (4), 7. (paper)

2011

Daas, P.J.H., Ossen, S., Tennekes, M., Zhang, L-C., Hendriks, C., Foldal Haugen, K., Cerroni, F., Di Bella, G., Laitila, T., Wallgren, A., Wallgren, B. (2011) Report on methods preferred for the quality indicators of administrative data sources. Second deliverable of workpackage 4 of the BLUE Enterprise and Trade Statistics project, September 28. (paper)

Ossen, S., Daas, P.J.H., Tennekes, M. (2011) Overall Assessment of the Quality of Administrative Data Sources. Proceedings of the 58th World Statistics Congress of the International Statistical Institute (ISI), Dublin, Ireland. (paper) (poster)

Daas, P.J.H., Ossen, S., Tennekes, M., Zhang, L-C., Hendriks, C., Foldal Haugen, K., Bernardi, A., Cerroni, F., Laitila, T., Wallgren, A., Wallgren, B. (2011) List of quality groups and indicators identified for administrative data sources. First deliverable of workpackage 4 of the BLUE Enterprise and Trade Statistics project, March 10. (paper)

Tennekes, M., Jonge, E. de, Daas, P.J.H. (2011) Visual profiling of large statistical datasets. Paper presented at the 2011 New Techniques and Technologies for Statistics conference, Brussels, Belgium. (paper) (presentation)

Tennekes, M., Jonge, E. de (2011) Top-down data analysis with treemaps. Proceedings of the International Conference on Information Visualization Theory and Applications, IVAPP 2011, Algarve, Portugal. (paper) (presentation)

2010

Tennekes, M., Jonge, E. de (2010) Poster: Application of Treemaps to Business Statistics Analysis. IEEE VisWeek 2010. Salt Lake City, USA. (paper) (poster)

Daas, P.J.H., Ossen, S., Tennekes, M. (2010) Het meten van de kwaliteit van administratieve bronnen: recente resultaten en toekomstige ontwikkelingen. In: Bakker, B.F.M., Kuijvenhoven, L. (eds), Registers in sociaalwetenschappelijk onderzoek, Statistics Netherlands, VU University Amsterdam. (paper)

Daas, P.J.H., Ossen, S., Tennekes, M. (2010) Determination of administrative data quality: recent results and new developments. Proceedings of Q2010 European Conference on Quality in Official Statistics, Statistics Finland and Eurostat, Helsinki, Finland. (paper)

Game theory

Derks, J.J.M. and Tennekes, M. (2011) Payoff functions in the one-way flow model of network formation for which Nash networks exist. International Game Theory Review 13 (1), 61-73. (paper)

Tennekes, M. (2009) Network formation games. Dissertation. (thesis) (statements, in Dutch) (PhD defense presentation slides, in Dutch)

Derks, J.J.M. and Tennekes, M. (2009) A note on the existence of Nash networks in one-way flow models. Economic Theory 41 (3), 515-522. (link)

Derks, J.J.M., Kuipers, J.,Tennekes, M., and Thuijsman, F. (2009) Existence of Nash networks in the one-way flow model of network formation. In Neogy S. K. et al. (eds.), Modeling, Computation and Optimization, World Scientific, Ch 2. (paper)

Derks, J., Kuipers, J., Tennekes, M. (2008) An axiomatic approach covering the two-way flow model of network formation. Technical report, Maastricht University, Department of Mathematics. (paper)

Derks, J.J.M., Kuipers, J.,Tennekes, M., and Thuijsman, F. (2008) Local dynamics in network formation. Technical report, Maastricht University, Department of Mathematics. (paper)