Intelligent Data Analysis and Visualisation

About Intelligent Data Analysis and Visualisation

Intelligent Data Analysis and Visualisation research investigates the spatial relationships between data and methods of representing large datasets through graphics aiding sense-making of patterns and relationships which are easily missed in non-graphical formats. Our research focuses on using similarity metrics and spacial semantics to understand the relationship between pieces of data and find ways to represent them graphically to the user, revealing hidden relationships between data points - making information processing easier for the user.

Research Papers

• Jiang, X., Muntean, G-M., Ghinea, G. and Xu, C. (2017) 'Challenges and Opportunities of Network Virtualization over Wireless Mobile Networks'. Mobile Information Systems, 2017. pp. 1 - 2. ISSN: 1574-017X
• Cribbin, TF. (2014) 'Augmenting Citation Chain Aggregation with Article Maps'.First Workshop on Knowledge Maps and Information Retrieval (KMIR 2014) co-located with the International Conference on Digital Libraries 2014 (DL 2014. City University, London. 12 - 12 September. CEUR Workshop Proceedings. pp. 31 - 39. ISSN: 1613-0073
• de Folter, J. and Cribbin, T. (2012) 'Facilitating insight into a simulation model using visualization and dynamic model previews'. Journal of Visual Languages and Computing, 23 (6). pp. 344 - 353. ISSN: 1045-926X
• Cribbin, T. (2010) 'Visualising the structure of document search results: A comparison of graph theoretic approaches'. Information Visualization, 9 (2). pp. 83 - 97. ISSN: 1473-8716
• Zhang, L., Kuljis, J. and Liu, X. (2008) 'Information visualisation for DNA microarray data analysis: a critical review'. IEEE Transactions on Systems, Man and Cybernetics, Part C, 38 (1). pp. 42 - 54. ISSN: 1552-3098
• Westerman, SJ., Collins, J. and Cribbin, T. (2005) 'Browsing a document collection represented in two- and three-dimensional virtual information space'. International Journal of Human-Computer Studies, 62 (6). pp. 713 - 736. ISSN: 1071-5819
• Chen, C., Cribbin, T., Kuljis, J. and Macredie, RD. (2002) 'Footprints of information foragers: behaviour semantics of visual exploration'. International Journal of Human-Computer Studies, 57 (2). pp. 139 - 163. ISSN: 1071-5819
• Chen, C., Cribbin, T., Morar, SS. and Macredie, R. (2002) 'Visualizing and tracking the growth of competing paradigms: two case studies'. Journal of the American Society for Information Science and Technology, 53 (8). pp. 678 - 689. ISSN: 1532-2882
• Morar, SS., Macredie, RD. and Cribbin, T. (2002) 'An investigation of visual cues used to create and support frames of reference and visual search tasks in desktop virtual environments'. Virtual Reality: Research, Development and Applications, 6 (3). pp. 140 - 150. ISSN: 1359-4338
• Cribbin, T. and Chen, C. (2001) 'Exploring cognitive issues in visual information retrieval'.8th IFIP TC.13 Conference on Human-Computer Interaction (INTERACT 2001). Tokyo, Japan. 9 - 13 July. IOS Press. pp. 9 - 13.
• Morar, SS., Macredie, RD. and Cribbin, T. (2001) 'A study of the relative importance of visual cues in desktop virtual environments'.9th International Conference on Human-Computer Interaction. [unpublished]
• Cribbin, T. and Chen, C. (2001) 'Visual-spatial exploration of thematic spaces: a comparative study of three visualisation models'.Electronic Imaging 2001: Visual Data Exploration and Analysis VIII. SAN JOSE, CA. SPIE. pp. 199 - 209. ISSN: 0277-786X
• Westerman, SJ., Cribbin, T. and Wilson, R. (2001) 'Virtual information space navigation: evaluating the use of head tracking'. Behaviour and Information Technology, 20 (6). pp. 419 - 426. ISSN: 1362-3001
• Chen, C. and Cribbin, T. (2001) 'Visualising and animating visual information foraging in context'.9th International Conference on Human-Computer Interaction. Mahwah, NJ, USA. 5 - 10 August. Lawrence Erlbaum Associates. pp. 1100 - 1104.
• Cribbin, T. and Chen, C. (2001) 'A study of navigation strategies in spatial-semantic visualisations'.9th International Conference on Human-Computer Interaction. Mahwah, NJ, USA. Lawrence Erlbaum Associates. pp. 948 - 952.
• Chen, C., Kuljis, J. and Paul, RJ. (2001) 'Visualising latent domain knowledge'. IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews), 31 (4). pp. 518 - 529. ISSN: 1094-6977
• Westerman, SJ. and Cribbin, TF. (2000) 'Mapping semantic information in virtual space: Dimensions, variance, and individual differences'. International Journal of Human-Computer Studies, 53 (5). pp. 765 - 788. ISSN: 1071-5819