BayesPiles: Visualisation Support for Bayesian Network Structure Learning
Vogogias, A., Kennedy, J., Archambault, D., Bach, B., Smith, V. A., & Currant, H. (2018)
BayesPiles: Visualisation Support for Bayesian Network Structure Learning. ACM transactions on intelligent systems and technology, 10(1), 1-23. https://doi.org/10.1145/3230623
We address the problem of exploring, combining and comparing large collections of scored, directed networks for understanding inferred Bayesian networks used in biology. In th...
Using a task classification in the visualisation design process for task understanding and abstraction: an empirical study
Kerracher, N., Kennedy, J., & Chalmers, K. (2018)
Using a task classification in the visualisation design process for task understanding and abstraction: an empirical study. In J. Johansson, F. Sadlo, & T. Schreck (Eds.), Proceedings of the 2018 Eurographics Conference on Visualization (EuroVis 2018) - Short Papers, 79-83. https://doi.org/10.2312/eurovisshort.20181082
Task classifications are widely purported to be useful in the design process, with various suggestions having been made for their use at the different stages. However, little ...
Visual Encodings for Networks with Multiple Edge Types
Vogogias, T., Archambault, D. W., Bach, B., & Kennedy, J. (2020)
Visual Encodings for Networks with Multiple Edge Types. In AVI '20: Proceedings of the International Conference on Advanced Visual Interfaces. https://doi.org/10.1145/3399715.3399827
This paper reports on a formal user study on visual encodings of networks with multiple edge types in adjacency matrices. Our tasks and conditions were inspired by real proble...
Embodied online dance learning objectives of CAROUSEL +
Mitchell, K., Koniaris, B., Tamariz, M., Kennedy, J., Cheema, N., Mekler, E., …Mac Williams, C. (2021)
Embodied online dance learning objectives of CAROUSEL +. In 2021 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) (309-313). https://doi.org/10.1109/VRW52623.2021.00062
This is a position paper concerning the embodied dance learning objectives of the CAROUSEL + 1 project, which aims to impact how online immersive technologies influence multiu...
Constructing and Evaluating Visualisation Task Classifications: Process and Considerations
Kerracher, N., & Kennedy, J. (2019)
Constructing and Evaluating Visualisation Task Classifications: Process and Considerations. Computer Graphics Forum, 36(3), 47-59. https://doi.org/10.1111/cgf.13167
Categorising tasks is a common pursuit in the visualisation research community, with a wide variety of taxonomies, typologies, design spaces, and frameworks having been develo...
A Multiple Viewed Interrelated Ontology Model for Holistic Component Specification and Retrieval
Li, C., Liu, X., & Kennedy, J. (2009)
A Multiple Viewed Interrelated Ontology Model for Holistic Component Specification and Retrieval. In S. Abrahão, J. Verner, T. Jiang, A. Kiumi, T. Kim, & D. Ślęzak (Eds.), Advances in Software Engineering. ASEA 2009 (50-60). https://doi.org/10.1007/978-3-642-10619-4_7
Despite the success that Component-Based Development has achieved so far, component mismatch remains as a major hurdle for wider and smoother component reuse due to the lack o...
Using curves to enhance parallel coordinate visualisations
Graham, M., & Kennedy, J. (2003)
Using curves to enhance parallel coordinate visualisations. In E. Banissi, K. Börner, C. Chen, G. Clapworthy, C. Maple, A. Lobben, …J. Zhang (Eds.), Proceedings on Seventh International Conference on Information Visualization, 2003. IV 2003, 10-16. doi:10.1109/iv.2003.1217950
This paper introduces a number of refinements to the Parallel Coordinates visualisation metaphor for multi-dimensional data. Firstly, the traditional set of poly-lines are rep...
Ontology-Driven Automated Generation of Data Entry Interfaces to Databases
Cannon, A., Kennedy, J. B., Paterson, T., & Watson, M. F. (2004)
Ontology-Driven Automated Generation of Data Entry Interfaces to Databases. In H. Williams, & L. Mackinnon (Eds.), Key Technologies for Data Management; Lecture Notes in Computer Science, 150-164. doi:10.1007/978-3-540-27811-5_15
This paper discusses an ontology based approach for the automatic generation of data entry interfaces to databases. An existing domain ontology is mapped to a system domain mo...
Pianola - visualization of multivariate time-series security event data.
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 ...
MLCut: exploring multi-level cuts in dendrograms for biological data
Vogogias, A., Kennedy, J., Archambault, D., Anne Smith, V., & Currant, H. (2016)
MLCut: exploring multi-level cuts in dendrograms for biological data. In C. Turkay, & T. Ruan Wan (Eds.), Computer Graphics and Visual Computing (CGVC)https://doi.org/10.2312/cgvc.20161288
Choosing a single similarity threshold for cutting dendrograms is not sufficient for performing hierarchical clustering analysis of heterogeneous data sets. In addition, alter...