City Research Online

Article

Chen, S., Li, J., Andrienko, G. ORCID: 0000-0002-8574-6295 , Andrienko, N. ORCID: 0000-0003-3313-1560, Wang, Y., Nguyen, P. ORCID: 0000-0001-5643-0585 & Turkay, C. ORCID: 0000-0001-6788-251Xview all authors (2020). Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling. IEEE Transactions on Visualization and Computer Graphics, 26(7), pp. 2499-2516. doi: 10.1109/tvcg.2018.2889054

Henkin, R. ORCID: 0000-0002-5511-5230 & Turkay, C. ORCID: 0000-0001-6788-251X (2020). Words of Estimative Correlation: Studying Verbalizations of Scatterplots. IEEE Transactions on Visualization and Computer Graphics, 28(4), pp. 1967-1981. doi: 10.1109/tvcg.2020.3023537

Nguyen, P. ORCID: 0000-0001-5643-0585, Henkin, R. ORCID: 0000-0002-5511-5230, Chen, S. , Andrienko, N. ORCID: 0000-0003-3313-1560, Andrienko, G. ORCID: 0000-0002-8574-6295, Thonnard, O. & Turkay, C. ORCID: 0000-0001-6788-251Xview all authors (2019). VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics. IEEE Transactions on Visualization and Computer Graphics, 26(1), pp. 77-86. doi: 10.1109/tvcg.2019.2934609

Lee, B., Isaacs, K., Szafir, D. A. , Marai, G. E., Turkay, C. ORCID: 0000-0001-6788-251X, Tory, M., Carpendale, S. & Endert, A.view all authors (2019). Broadening Intellectual Diversity in Visualization Research Papers. IEEE Computer Graphics and Applications, 39(4), pp. 78-85. doi: 10.1109/mcg.2019.2914844

Chen, S., Chen, S., Andrienko, N. ORCID: 0000-0003-3313-1560 , Andrienko, G. ORCID: 0000-0002-8574-6295, Nguyen, P. ORCID: 0000-0001-5643-0585, Turkay, C. ORCID: 0000-0001-6788-251X, Thonnard, O. & Yuan, X.view all authors (2019). User Behavior Map: Visual Exploration for Cyber Security Session Data. 2018 IEEE Symposium on Visualization for Cyber Security (VizSec), pp. 1-4. doi: 10.1109/VIZSEC.2018.8709223

Chen, S., Andrienko, N. ORCID: 0000-0003-3313-1560, Andrienko, G. ORCID: 0000-0002-8574-6295 , Adilova, L., Barlet, J, Kindermann, J., Nguyen, P. H., Thonnard, O. & Turkay, C. ORCID: 0000-0001-6788-251Xview all authors (2019). LDA Ensembles for Interactive Exploration and Categorization of Behaviors. IEEE Transactions on Visualization and Computer Graphics, 26(9), pp. 2775-2792. doi: 10.1109/tvcg.2019.2904069

Laramee, R. S., Turkay, C. ORCID: 0000-0001-6788-251X & Joshi, A. (2018). Visualization for Smart City Applications. IEEE Computer Graphics and Applications, 38(5), pp. 36-37. doi: 10.1109/mcg.2018.053491729

Nguyen, P. ORCID: 0000-0001-5643-0585, Turkay, C. ORCID: 0000-0001-6788-251X, Andrienko, G. ORCID: 0000-0002-8574-6295 , Andrienko, N. ORCID: 0000-0003-3313-1560, Thonnard, O. & Zouaoui, J.view all authors (2018). Understanding User Behaviour through Action Sequences: from the Usual to the Unusual. IEEE Transactions on Visualization and Computer Graphics, 25(9), pp. 2838-2852. doi: 10.1109/tvcg.2018.2859969

Simon, P. & Turkay, C. ORCID: 0000-0001-6788-251X (2018). Hunting High and Low: Visualising Shifting Correlations in Financial Markets. Computer Graphics Forum, 37(3), pp. 479-490. doi: 10.1111/cgf.13435

Sathiyanarayanan, M., Turkay, C. ORCID: 0000-0001-6788-251X & Fadahunsi, O (2018). Design and Implementation of Small Multiples Matrix-based Visualisation to Monitor and Compare Email Socio-organisational Relationships. 2018 10th International Conference on Communication Systems & Networks (COMSNETS), pp. 643-648.

Turkay, C., Slingsby, A., Lahtinen, K. , Butt, S. & Dykes, J.view all authors (2017). Supporting Theoretically-grounded Model Building in the Social Sciences through Interactive Visualisation. Neurocomputing, 268, pp. 153-163. doi: 10.1016/j.neucom.2016.11.087

Endert, A., Ribarsky, W., Turkay, C. , Wong, B.L.W., Nabney, I.T., Diaz-Blanco, I. & Rossi, F.view all authors (2017). The State of the Art in Integrating Machine Learning into Visual Analytics. Computer Graphics Forum, 36(8), pp. 458-486. doi: 10.1111/cgf.13092

Turkay, C., Kaya, E., Balcisoy, S. & Hauser, H.view all authors (2017). Designing Progressive and Interactive Analytics Processes for High-Dimensional Data Analysis. IEEE Transactions on Visualization and Computer Graphics, 23(1), pp. 131-140. doi: 10.1109/tvcg.2016.2598470

Beecham, R., Dykes, J., Meulemans, W. , Slingsby, A., Turkay, C. & Wood, J.view all authors (2017). Map LineUps: effects of spatial structure on graphical inference. IEEE Transactions on Visualization and Computer Graphics, 23(1), pp. 391-400. doi: 10.1109/tvcg.2016.2598862

Meulemans, W., Dykes, J., Slingsby, A. , Turkay, C. & Wood, J.view all authors (2017). Small Multiples with Gaps. IEEE Transactions on Visualization and Computer Graphics, 23(1), pp. 381-390. doi: 10.1109/tvcg.2016.2598542

Turkay, C., Laramee, R. & Holzinger, A. (2017). On the challenges and opportunities in visualization for machine learning and knowledge extraction: A research agenda. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10410 , pp. 191-198. doi: 10.1007/978-3-319-66808-6_13

Beecham, R., Rooney, C., Meier, S. , Dykes, J., Slingsby, A., Turkay, C., Wood, J. & Wong, B.L.W.view all authors (2016). Faceted Views of Varying Emphasis (FaVVEs): a framework for visualising multi-perspective small multiples. Computer Graphics Forum: the international journal of the Eurographics Association, 35(3), pp. 241-249. doi: 10.1111/cgf.12900

Goodwin, S., Dykes, J., Slingsby, A. & Turkay, C.view all authors (2015). Visualizing Multiple Variables Across Scale and Geography. IEEE Transactions on Visualization and Computer Graphics (Proceedings of the Visual Analytics Science and Technology / Information Visualization / Scientific Visualization 2015), 22(1), pp. 599-608. doi: 10.1109/tvcg.2015.2467199

Turkay, C., Slingsby, A., Hauser, H. , Wood, J. & Dykes, J.view all authors (2014). Attribute Signatures: Dynamic Visual Summaries for Analyzing Multivariate Geographical Data. IEEE Transactions on Visualization and Computer Graphics, 20(12), pp. 2033-2042. doi: 10.1109/tvcg.2014.2346265

Birkeland, A., Turkay, C. & Viola, I. (2014). Perceptually Uniform Motion Space. IEEE Transactions on Visualization and Computer Graphics, 20(11), pp. 1542-1554. doi: 10.1109/tvcg.2014.2322363

Angelelli, P., Oeltze, S., Turkay, C. , Haasz, J., Hodneland, E., Lundervold, A., Hauser, H. & Preim, B.view all authors (2014). Interactive Visual Analysis of Heterogeneous Cohort Study Data. IEEE Computer Graphics and Applications, 34(5), pp. 70-82. doi: 10.1109/mcg.2014.40

Turkay, C., Lex, A., Streit, M. , Pfister, H. & Hauser, H.view all authors (2014). Characterizing Cancer Subtypes Using Dual Analysis in Caleydo StratomeX. IEEE Computer Graphics and Applications, 34(2), pp. 38-47. doi: 10.1109/mcg.2014.1

Parulek, J., Turkay, C., Reuter, N. & Viola, I.view all authors (2013). Visual cavity analysis in molecular simulations. BMC Bioinformatics, 14(S19), pp. 1-15. doi: 10.1186/1471-2105-14-s19-s4

Turkay, C., Lundervold, A., Lundervold, A.J. & Hauser, H.view all authors (2012). Representative factor generation for the interactive visual analysis of high-dimensional data. IEEE Transactions on Visualization and Computer Graphics, 18(12), pp. 2621-2630. doi: 10.1109/tvcg.2012.256

Šoltészová, V., Turkay, C., Price, M. C. & Viola, I.view all authors (2012). A perceptual-statistics shading model. IEEE Transactions on Visualization and Computer Graphics, 18(12), pp. 2265-2274. doi: 10.1109/tvcg.2012.188

Turkay, C., Filzmoser, P. & Hauser, H. (2011). Brushing dimensions--a dual visual analysis model for high-dimensional data. IEEE Transactions on Visualization and Computer Graphics, 17(12), pp. 2591-2599. doi: 10.1109/tvcg.2011.178

Turkay, C., Parulek, J., Reuter, N. & Hauser, H.view all authors (2011). Interactive visual analysis of temporal cluster structures. Computer Graphics Forum, 30(3), pp. 711-720. doi: 10.1111/j.1467-8659.2011.01920.x

Book

Heitlinger, S. ORCID: 0000-0001-6148-350X, Taylor, A. ORCID: 0000-0001-6311-3967, Clarke, R. , Powell, A., Gaver, B, Boucher, A., Turkay, C. ORCID: 0000-0001-6788-251X, Bedö, V., Schulze, H., Byles, H., Poland, K., Matsuda, N. & Doney, E.view all authors (2022). More-than-human data interactions in the city. London, UK: UNSPECIFIED. doi: 10.25383/city.19391570

Book Section

Turkay, C., Jeanquartier, F., Holzinger, A. & Hauser, H.view all authors (2014). On Computationally-Enhanced Visual Analysis of Heterogeneous Data and Its Application in Biomedical Informatics. In: Holzinger, A. & Jurisica, I. (Eds.), Interactive Knowledge Discovery and Data Mining in Biomedical Informatics. Lecture Notes in Computer Science, 8401. (pp. 117-140). Springer Berlin Heidelberg. doi: 10.1007/978-3-662-43968-5_7

Conference or Workshop Item

Brown, V., Turkay, C. ORCID: 0000-0001-6788-251X & Jianu, R. ORCID: 0000-0002-5834-2658 (2020). Dissecting Visual Analytics: Comparing Frameworks for Interpreting and Modelling Observed Visual Analytics Behavior. In: EuroVis 2020 - Short Papers.

Adnan, M., Nguyen, H. P., Ruddle, R. & Turkay, C. ORCID: 0000-0001-6788-251Xview all authors (2019). Visual Analytics of Event Data using Multiple Mining Methods. In: Turkay, C. ORCID: 0000-0001-6788-251X & Von Landesberger, T. (Eds.), EuroVis Workshop on Visual Analytics (EuroVA). EuroVis Workshop on Visual Analytics (EuroVA) 2019, 03 June 2019, Porto, Portugal. doi: 10.2312/eurova.20191126

Slingsby, A. ORCID: 0000-0003-3941-553X, Hyde, J. & Turkay, C. ORCID: 0000-0001-6788-251X (2019). Visual Analysis of Reactionary Train Delay from an Agent Based Model. Poster presented at the EuroVis 2019, 3-7 Jun 2019, Porto, Portugal. doi: 10.2312/eurp.20191153

Allain, K., Turkay, C. ORCID: 0000-0001-6788-251X & Dykes, J. ORCID: 0000-0002-8096-5763 (2019). Towards a WHAT-WHY-HOW Taxonomy of Trajectories in Visualization Research. Poster presented at the EuroVis 2019, 3-7 Jun 2019, Porto, Portugal.

Sathiyanarayanan, M., Turkay, C. ORCID: 0000-0001-6788-251X & Dykes, J. ORCID: 0000-0002-8096-5763 (2018). Visualising E-mail Communication to Improve E-discovery. Poster presented at the VIS 2018, 21-26 Oct 2018, Berlin, Germany.

Sevastjanova, R., Becker, F., Ell, B. , Turkay, C. ORCID: 0000-0001-6788-251X, Henkin, R. ORCID: 0000-0002-5511-5230, Butt, M., Keim, D. & Mennatallah, E-A.view all authors (2018). Going beyond Visualization. Verbalization as Complementary Medium to Explain Machine Learning Models. Paper presented at the VIS Workshop on Visualization for AI Explainability (VISxAI), 22 October 2018, Berlin, Germany.

Turkay, C. ORCID: 0000-0001-6788-251X & Henkin, R. (2018). Towards Natural Language Empowered Interactive Data Analysis. Poster presented at the EuroVis 2018 20th EG/VGTC Conference on Visualization, 04 - 08 June 2018, Brno, Czech Republic. doi: 10.2312/eurp20181128

Henkin, R. ORCID: 0000-0002-5511-5230 & Turkay, C. ORCID: 0000-0001-6788-251X (2018). Towards Multimodal Data Analytics: Integrating Natural Language into Visual Analytics. Paper presented at the Multimodal Interaction for Data Visualization Workshop at AVI 2018, 29 May 2018, Grosseto, Italy.

Slingsby, A. ORCID: 0000-0003-3941-553X, Paterson, A., Rigby, M. , Grace, K., Nguyen, P. ORCID: 0000-0001-5643-0585, Perin, C. ORCID: 0000-0002-7324-9363, Turkay, C. ORCID: 0000-0001-6788-251X & Aljasem, D.view all authors (2018). Characterising Farms by the Movement of Animals through Them. Paper presented at the VIS 2018, 21-26 Oct 2018, Berlin, Germany.

Sathiyanarayanan, M. ORCID: 0000-0002-8598-1949 & Turkay, C. ORCID: 0000-0001-6788-251X (2017). Challenges and Opportunities in using Analytics Combined with Visualisation Techniques for Finding Anomalies in Digital Communications. Paper presented at the The 16th International Conference on Artificial Intelligence and Law, 12- 16 Jun, 2017, London, United kingdom.

Sathiyanarayanan, M. ORCID: 0000-0002-8598-1949, Turkay, C. ORCID: 0000-0001-6788-251X & Fadahunsi, O. (2017). Design of Small Multiples Matrix-based Visualisation to Understand E-mail Socio-organisational Relationships. Paper presented at the 10th International Conference on Communication Systems & Networks (COMSNETS), 3 - 7 January 2018, Bengaluru, India.

Nguyen, P., Turkay, C., Andrienko, G. , Andrienko, N. & Thonnard, O.view all authors (2017). A Visual Analytics Approach for User Behaviour Understanding through Action Sequence Analysis. Paper presented at the EuroVis Workshop on Visual Analytics, 12-13 Jun 2017, Barcelona, Spain.

Turkay, C. & Sathiyanarayanan, M. (2016). Is Multi-perspective Visualisation recommended for E-discovery Email Investigations?. Paper presented at the IEEE VIS 2016 Workshop - Creation, Curation, Critique and Conditioning of Principles and Guidelines in Visualization, 23 Oct 2016, Baltimore, USA.

Turkay, C., Slingsby, A., Lahtinen, K. , Butt, S. & Dykes, J.view all authors (2016). Enhancing a Social Science Model-building Workflow with Interactive Visualisation. Paper presented at the The European Symposium on Artificial Neural Networks (ESANN 2016), 27-29 Apr 2016, Bruges, Belgium.

Dykes, J., Rooney, C., Beecham, R. , Turkay, C., Slingsby, A., Wood, J. & Wong, W.view all authors (2015). Multi-Perspective Synopsis with Faceted Views of Varying Emphasis. Paper presented at the VIS 2015, 25-10-2015 - 30-10-2015, Chicago, USA.

Beecham, R., Dykes, J., Slingsby, A. & Turkay, C.view all authors (2015). Supporting crime analysis through visual design. Paper presented at the VIS 2015, 25-10-2015 - 30-10-2015, Chicago, USA.

Turkay, C., Slingsby, A., Hauser, H. , Wood, J. & Dykes, J.view all authors (2014). Interactive Generation of Visual Summaries for Multivariate Geographical Data Analysis. Paper presented at the GIScience 2014: Eighth International Conference on Geographic Information Science, 23-26 September 2014, Vienna.

Beecham, R., Dykes, J., Turkay, C. , Slingsby, A. & Wood, J.view all authors (2014). Map Line Ups: Using Graphical Inference to Study Spatial Structure. Paper presented at the DECISIVe: Dealing with Cognitive Biases in Visualizations, a workshop at IEEE VIS 2014, 09-11-2014 - 14-11-2014, Paris, France.

Turkay, C., Mason, S., Gashi, I. & Cukic, B.view all authors (2014). Supporting Decision-making for Biometric System Deployment through Visual Analysis. Paper presented at the Reliability and Security Data Analysis (RSDA) Workshop, International Symposium on Software Reliability Engineering, 03-11-2014-06-11-2014, Naples, Italy.

Turkay, C. (2014). Visualizing Time Series Predictability. Paper presented at the IEEE VIS 2014 Workshop on Visualization for Predictive Analytics, 08-11-2014 - 14-11-2014, Paris, France.

Turkay, C., Lundervold, A., Lundervold, A. J. & Hauser, H.view all authors (2013). Hypothesis generation by interactive visual exploration of heterogeneous medical data. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Third International Workshop, HCI-KDD 2013, 1 July 2013 - 3 July 2013, Maribor, Slovenia.

Turkay, C., Parulek, J. & Hauser, H. (2012). Dual analysis of DNA microarrays. In: ACM International Conference Proceeding Series. i-Know '12, 12th International Conference on Knowledge Management and Knowledge Technologies, 5 September 2012 - 7 September 2012, Graz, Austria.

Parulek, J., Turkay, C., Reuter, N. & Viola, I.view all authors (2012). Implicit surfaces for interactive graph based cavity analysis of molecular simulations. In: IEEE Symposium on Biological Data Visualization 2012, BioVis 2012 - Proceedings. 2nd IEEE Symposium on Biological Data Visualization, 14 Dec - 15 Dec 2012, Seattle, USA.

Turkay, C., Parulek, J., Reuter, N. & Hauser, H.view all authors (2011). Integrating cluster formation and cluster evaluation in interactive visual analysis. In: Proceedings - SCCG 2011: 27th Spring Conference on Computer Graphics. 27th Spring Conference on Computer Graphics, 28 Apr - 30 Apr 2011, Vinicne, Slovakia.

Turkay, C. & Hauser, H. Optimizing Processes in Visual Data Analysis through Progressive Computations. Paper presented at the UCL Workshop on the Theory of Big Data, 07-01-2015 - 09-01-2015.

Poster

Sathiyanarayanan, M. & Turkay, C. (2016). Determining and Visualising E-mail Subsets to Support E-discovery