Temporal Multivariate Networks.
Book Chapter
Archambault, D., Abello, J., Kennedy, J., Kobourov, S., Ma, K., Miksch, S., …Telea, A. C. (2014)
Temporal Multivariate Networks. In A. Kerren, H. Purchase, & M. Ward (Eds.), Multivariate Network Visualization, 151-175. Springer-Verlag. https://doi.org/10.1007/978-3-319-06793-3_8
In this chapter, we define, characterize, and summarize the data and visualization techniques relating to temporal multivariate networks. Section 2.1.1 provides definitions an...
Comparing Multi-label Classification with Reinforcement Learning for Summarisation of Time-series Data
Conference Proceeding
Gkatzia, D., Hastie, H., & Lemon, O. (2014)
Comparing Multi-label Classification with Reinforcement Learning for Summarisation of Time-series Data. In Proceedings of the Conference Volume 1: Long Papers. , (1231-1240). https://doi.org/10.3115/v1/p14-1116
We present a novel approach for automatic report generation from time-series data, in the context of student feedback generation. Our proposed methodology treats content selec...
Visualization beyond the desktop--the Next Big Thing.
Journal Article
Roberts, J. C., Ritsos, P. D., Badam, S. K., Brodbeck, D., Kennedy, J., & Elmqvist, N. (2014)
Visualization beyond the desktop--the Next Big Thing. IEEE Computer Graphics and Applications, 34(6), 26-34. https://doi.org/10.1109/MCG.2014.82
Visualization is coming of age. With visual depictions being seamlessly integrated into documents, and data visualization techniques being used to understand increasingly larg...
Helium: visualization of large scale plant pedigrees.
Journal Article
Shaw, P., Graham, M., Kennedy, J., Milne, I., & Marshall, D. F. (2014)
Helium: visualization of large scale plant pedigrees. BMC Bioinformatics, 15, https://doi.org/10.1186/1471-2105-15-259
Plant breeders use an increasingly diverse range of data types to identify lines with desirable characteristics suitable to be taken forward in plant breeding programmes. Ther...
Rich Picture: The Role of the Facilitator
Journal Article
Berg, T. (2015)
Rich Picture: The Role of the Facilitator. Systemic Practice and Action Research, 28(1), 67-77. https://doi.org/10.1007/s11213-014-9318-z
Information Systems for complex situations often fail to adequately deliver quality and suitability. One reason for this failure is an inability to identify comprehensive user...
MaTSE: the gene expression time-series explorer.
Journal Article
Craig, P., Cannon, A., Kukla, R., & Kennedy, J. (2013)
MaTSE: the gene expression time-series explorer. BMC bioinformatics, 14, https://doi.org/10.1186/1471-2105-14-S19-S1
Background
High throughput gene expression time-course experiments provide a perspective on biological functioning recognized as having huge value for the diagnosis, treatmen...
Understanding Iconography: a method to allow rich picture interpretation to improve
Thesis
Berg, T. (2013)
Understanding Iconography: a method to allow rich picture interpretation to improve. (Thesis). Heriot-Watt University. Retrieved from http://researchrepository.napier.ac.uk/id/eprint/7207
Information Systems for complex situations often fail to adequately deliver quality and suitability. One reason for this failure is an inability to identify comprehensive user...
Pianola - visualization of multivariate time-series security event data.
Conference Proceeding
Thomson, A., Graham, M., & Kennedy, J. (2013)
Pianola - visualization of multivariate time-series security event data. In Proceedings of IV2013, 123-131. https://doi.org/10.1109/IV.2013.15
Monitoring log files for network intrusions is unwieldy. To build a mental model of the log, an analyst is required to recognise continuous timelines and attack patterns from ...
Visual cleaning of genotype data.
Conference Proceeding
Kennedy, J., Graham, M., Paterson, T., & Law, A. (2013)
Visual cleaning of genotype data. In Proceedings of BioVis 2013, 105-112. https://doi.org/10.1109/BioVis.2013.6664353
While some data cleaning tasks can be performed automatically, many more require expert human guidance to steer the cleaning process, especially if erroneous or unclean data i...
The dimensions and complexities of audio-visual association.
Conference Proceeding
Tsiros, A. (2013)
The dimensions and complexities of audio-visual association. In Electronic Workshops in Computing (eWiC)
This paper draws on literature from psychology, neuroscience, linguistics, and philosophy to portray a cross-modal conception of auditory and visual phenomena focusing on the ...