All Outputs (29)

Developing Visualisations to Enhance an Insider Threat Product: A Case Study (2021)
Conference Proceeding
Graham, M., Kukla, R., Mandrychenko, O., Hart, D., & Kennedy, J. (2021). Developing Visualisations to Enhance an Insider Threat Product: A Case Study. In 2021 IEEE Symposium on Visualization for Cyber Security (VizSec) (47-57). https://doi.org/10.1109/VizSec53666.2021.00011

This paper describes the process of developing data visualisations to enhance a commercial software platform for combating insider threat, whose existing UI, while perfectly functional, was limited in its ability to allow analysts to easily spot the... Read More about Developing Visualisations to Enhance an Insider Threat Product: A Case Study.

Developing Visualisations to Enhance an Insider Threat Product: A Case Study (2021)
Presentation / Conference
Graham, M. (2021, October). Developing Visualisations to Enhance an Insider Threat Product: A Case Study. Presented at 18th IEEE Symposium on Visualization for Cyber Security, New Orleans, USA [Online]

This paper describes the process of developing data visualisations to enhance a commercial software platform for combating insider threat, whose existing UI, while perfectly functional, was limited in its ability to allow analysts to easily spot the... Read More about Developing Visualisations to Enhance an Insider Threat Product: A Case Study.

Visual techniques to support exploratory analysis of temporal graph data. (2015)
Conference Proceeding
Kerracher, N., Kennedy, J., Chalmers, K., & Graham, M. (2015). Visual techniques to support exploratory analysis of temporal graph data. In E. Bertini, J. Kennedy, & E. Puppo (Eds.), Proceedings of the Eurographics Conference on Visualization (EuroVis '15), Short Papers Track (103-107). https://doi.org/10.2312/eurovisshort.20151133

Recently, much research has focused on developing techniques for the visual representation of temporal graph data. This paper takes a wider look at the visual techniques involved in exploratory analysis of such data, considering the variety of sub ta... Read More about Visual techniques to support exploratory analysis of temporal graph data..

Vesper: Visualising species archives (2014)
Journal Article
Graham, M., & Kennedy, J. (2014). Vesper: Visualising species archives. Ecological Informatics, 24, 132-147. https://doi.org/10.1016/j.ecoinf.2014.08.004

Vesper (Visual Exploration of SPEcies-referenced Repositories) is a tool that visualises Darwin Core Archive (DwC-A) datasets, and is aimed at reducing the amount of time and effort expended by biologists to ascertain the quality of data they are gen... Read More about Vesper: Visualising species archives.

Helium: visualization of large scale plant pedigrees (2014)
Journal Article
Shaw, P., Graham, M., Kennedy, J., Milne, I., & Marshall, D. F. (2014). Helium: visualization of large scale plant pedigrees. BMC Bioinformatics, 15, Article 259. 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. There are a number of key morphological and physiological traits, such as disea... Read More about Helium: visualization of large scale plant pedigrees.

Pianola - visualization of multivariate time-series security event data. (2013)
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 a dataset that is essentially limited to an ordered list of events. Informa... Read More about Pianola - visualization of multivariate time-series security event data..

Visual cleaning of genotype data. (2013)
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 is a product of relationships between entities. An example is pedigree genot... Read More about Visual cleaning of genotype data..

VIPER: a visualisation tool for exploring inheritance inconsistencies in genotyped pedigrees (2012)
Journal Article
Paterson, T., Graham, M., Kennedy, J., & Law, A. (2012). VIPER: a visualisation tool for exploring inheritance inconsistencies in genotyped pedigrees. BMC Bioinformatics, 13/8, https://doi.org/10.1186/1471-2105-13-S8-S5

Pedigree genotype datasets are used for analysing genetic inheritance and to map genetic markers and traits. Such datasets consist of hundreds of related animals genotyped for thousands of genetic markers and invariably contain multiple errors in bot... Read More about VIPER: a visualisation tool for exploring inheritance inconsistencies in genotyped pedigrees.

Redeeming pedigree data with an interactive error cleaning visualisation. (2012)
Conference Proceeding
Graham, M., Kennedy, J., Paterson, T., & Law, A. (2012). Redeeming pedigree data with an interactive error cleaning visualisation. In Proceedings of Advanced Visual Interfaces 2012 (741-744). https://doi.org/10.1145/2254556.2254698

We describe a visual data cleansing application for pedigree genotype data, which is used to redeem otherwise unusable pedigree data sets. Biologists and bioinformaticians dynamically and iteratively mask pieces of information from a dirty data set a... Read More about Redeeming pedigree data with an interactive error cleaning visualisation..

Evaluating the VIPER pedigree visualisation: detecting inheritance inconsistencies in genotyped pedigrees. (2011)
Conference Proceeding
Paterson, T., Graham, M., Kennedy, J., & Law, A. (2011). Evaluating the VIPER pedigree visualisation: detecting inheritance inconsistencies in genotyped pedigrees. In 2011 IEEE Symposium on Biological Data Visualization (BioVis) (119-126). https://doi.org/10.1109/BioVis.2011.6094056

VIPER (Visual Pedigree Explorer) is a tool for exploring large complex animal pedigrees and their associated genotype data. The tool combines a novel, space-efficient visualisation of the pedigree structure with an inheritance-checking algorithm. Thi... Read More about Evaluating the VIPER pedigree visualisation: detecting inheritance inconsistencies in genotyped pedigrees..

Visualising errors in animal pedigree genotype data (2011)
Journal Article
Graham, M., Kennedy, J., Paterson, T., & Law, A. (2011). Visualising errors in animal pedigree genotype data. Computer Graphics Forum, 30, 1011-1020. https://doi.org/10.1111/j.1467-8659.2011.01950.x

Genetic analysis of a breeding animal population involves determining the inheritance pattern of genotypes for multiple genetic markers across the individuals in the population pedigree structure. However, experimental pedigree genotype data invariab... Read More about Visualising errors in animal pedigree genotype data.

Combined vs. Separate Views in Matrix-based Graph Analysis and Comparison. (2011)
Conference Proceeding
Melville, A., Graham, M., & Kennedy, J. (2011). Combined vs. Separate Views in Matrix-based Graph Analysis and Comparison. In 15th International Conference on Information Visualisation (IV), 2011. https://doi.org/10.1109/IV.2011.49

While much work has been done in the area of visualization for analysis of graphs, relatively little research exists into how best to use visualization for comparing graphs. We have developed a suite of general graph comparison questions that can be... Read More about Combined vs. Separate Views in Matrix-based Graph Analysis and Comparison..

A survey of multiple tree visualisation. (2010)
Journal Article
Graham, M., & Kennedy, J. (2010). A survey of multiple tree visualisation. Information Visualization, 9, 235-252. https://doi.org/10.1057/ivs.2009.29

This paper summarises the state-of-the-art in multiple tree visualisations. It discusses the spectrum of current representation techniques used on single trees, pairs of trees and finally multiple trees, in order to identify which representations are... Read More about A survey of multiple tree visualisation..

Re-architecting Visualizations to Java Swing. (2009)
Presentation / Conference
Graham, M., & Kennedy, J. (2009, October). Re-architecting Visualizations to Java Swing. Paper presented at REVISE: Refactoring Visualization from Experience, VizWeek Workshop

Multiform Views of Multiple Trees (2008)
Conference Proceeding
Graham, M., & Kennedy, J. (2008). Multiform Views of Multiple Trees. In Proceedings of IV2008 (252-257). https://doi.org/10.1109/iv.2008.21

We describe a case study of TaxVis, a multiple view system for examining relationships between sets of multiple classification trees. The system displays multiform views of the dataset, which in turn can either be a singular view of the larger forest... Read More about Multiform Views of Multiple Trees.

Visualisation to Aid Biodiversity Studies through Accurate Taxonomic Reconciliation. (2008)
Conference Proceeding
Graham, M., Craig, P., & Kennedy, J. (2008). Visualisation to Aid Biodiversity Studies through Accurate Taxonomic Reconciliation. In W. A. Gray, K. G. Jeffery, & J. Shao (Eds.), Proceedings of British National Conference on Database Systems: Sharing Data, Information and Knowledge (280-291). https://doi.org/10.1007/978-3-540-70504-8_29

All aspects of organismal biology rely on the accurate identification of specimens described and observed. This is particularly important for ecological surveys of biodiversity, where organisms must be identified and labelled, both for the purpose... Read More about Visualisation to Aid Biodiversity Studies through Accurate Taxonomic Reconciliation..

Visual Exploration of Alternative Taxonomies through Concepts (2007)
Journal Article
Graham, M., & Kennedy, J. (2007). Visual Exploration of Alternative Taxonomies through Concepts. Ecological Informatics, 2, 248-261. https://doi.org/10.1016/j.ecoinf.2007.07.004

A graphical user interface is presented that allows users of taxonomic data to explore concept relationships between conflicting but related taxonomic classifications. Ecological analyses that use taxonomic metadata depend on accurate naming of spe... Read More about Visual Exploration of Alternative Taxonomies through Concepts.

Exploring multiple trees through DAG representations (2007)
Journal Article
Graham, M., & Kennedy, J. (2007). Exploring multiple trees through DAG representations. IEEE Transactions on Visualization and Computer Graphics, 13, 1294-1301. https://doi.org/10.1109/TVCG.2007.70556

We present a Directed Acyclic Graph visualisation designed to allow interaction with a set of multiple classification trees, specifically to find overlaps and differences between groups of trees and individual trees. The work is motivated by the need... Read More about Exploring multiple trees through DAG representations.

Visual comparison and exploration of natural history collections (2006)
Conference Proceeding
Graham, M., Kennedy, J., & Downey, L. (2006). Visual comparison and exploration of natural history collections. In A. Celentano, & P. Mussio (Eds.), Advanced Visual Interfaces (AVI) 2006, Proceedings of the International Working Conference (310-313). https://doi.org/10.1145/1133265.1133329

Natural history museum collections contain a wealth of specimen level data that is now opening up for digital access. However, current interfaces to access and manipulate this data are standard text-based query mechanisms, giving no leeway for explor... Read More about Visual comparison and exploration of natural history collections.

Extending Taxonomic Visualisation to Incorporate Synonymy and Structural Markers (2005)
Journal Article
Graham, M., & Kennedy, J. (2005). Extending Taxonomic Visualisation to Incorporate Synonymy and Structural Markers. Information Visualization, 4(3), 206-223. https://doi.org/10.1057/palgrave.ivs.9500096

The visualisation of taxonomic hierarchies has evolved from indented lists of names to techniques that can display thousands of nodes and onto hundreds of thousands of nodes over multiple taxonomies. However, challenges remain within multiple hierarc... Read More about Extending Taxonomic Visualisation to Incorporate Synonymy and Structural Markers.