{"id":8,"date":"2024-03-11T15:45:19","date_gmt":"2024-03-11T15:45:19","guid":{"rendered":"https:\/\/blogs.ncl.ac.uk\/nova\/?page_id=8"},"modified":"2026-07-01T12:21:53","modified_gmt":"2026-07-01T11:21:53","slug":"projects","status":"publish","type":"page","link":"https:\/\/blogs.ncl.ac.uk\/nova\/projects\/","title":{"rendered":"Projects"},"content":{"rendered":"\n
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Human-Centered and Context Aware Optimization of Categorical Colourmaps for Multiclass Data Visualization<\/a><\/h3>\n\n\n\n

Sept. 2023 – ongoing<\/em><\/p>\n\n\n\n

This PhD project studies context-aware colormap optimization, integrating perceptual colour difference with context aware metrics.<\/p>\n<\/div>\n\n\n\n

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From Data Integration to Trust: Exploring Multi-omics Visualization and AI in Cancer Research<\/a><\/h3>\n\n\n\n

Nov. 2022 – ongoing<\/em><\/p>\n\n\n\n

This PhD project investigates how human-centered visual analytics can support the trustworthy interpretation of multi-omics cancer data.<\/p>\n<\/div>\n\n\n\n

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\"Visualization<\/figure>\n<\/div>\n<\/div>\n\n\n\n
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On the effectiveness of large screens for time-to-space visualizations: with applications in the railway domain<\/a><\/h3>\n\n\n\n

Sept. 2021 – ongoing<\/em><\/p>\n\n\n\n

This PhD project investigates effective control room visualisation on large screens.<\/p>\n<\/div>\n\n\n\n

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Using Shape for Uncertainty Representation in Multivariate Visualization<\/a><\/h3>\n\n\n\n

Sept. 2021 –<\/em> 2023<\/p>\n\n\n\n

This PhD project focuses on using variations in shape to represent different levels of uncertainty.<\/p>\n<\/div>\n\n\n\n

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Improving the usability of complex biological networks through interestingness measures and interactive visualization<\/a><\/h3>\n\n\n\n

Jan. 2021 – Apr. 2024<\/em><\/p>\n\n\n\n

This PhD project focuses on improving the usability of complex biological networks through interactive visualization and examination of features and measures of interestingness.<\/p>\n<\/div>\n\n\n\n

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Visualisation for Investigation of Structural Missingness: Application to the ICICLE Mobility Dataset<\/a><\/h3>\n\n\n\n

Sept. 2020 – Feb. 2026<\/em><\/p>\n\n\n\n

This project developed exploratory visualisation approaches to support the analysis of structural missingness within longitudinal mobility monitoring health datasets.<\/p>\n<\/div>\n\n\n\n

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\"Visualisation<\/figure>\n<\/div>\n<\/div>\n\n\n\n
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Visualising data profiles and analysis pipelines<\/a><\/h3>\n\n\n\n

This project investigate how visualisation techniques are and should be exploited for key aspects of data profiling.<\/p>\n<\/div>\n\n\n\n

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Novel methods for visualising graphs<\/a><\/h3>\n\n\n\n

May 2019 – 2024<\/em><\/p>\n\n\n\n

This PhD project investigated novel graph visualisation approaches utilising visual entropy to effectively represent both primary and secondary edge values.<\/p>\n<\/div>\n\n\n\n

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Mobilise-D: Exploring mobility data to support health monitoring<\/a><\/h3>\n\n\n\n

Apr. 2019 – Jun. 2024<\/em><\/p>\n\n\n\n

This project explores how to represent heterogeneous mobility data to support health monitoring.<\/p>\n<\/div>\n\n\n\n

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To see what isn\u2019t there \u2013 Visualization of missing values<\/a><\/h3>\n\n\n\n

This project research visualization approaches to investigate structural missingness in large incomplete data sets.<\/p>\n<\/div>\n\n\n\n

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Interactive explorative visual analytics for hierarchical meta-\u2019omics data<\/a><\/h3>\n\n\n\n

Apr. 2018 – ongoing<\/em><\/p>\n\n\n\n

This PhD project investigates multivariate visualization for high-dimensional hierarchical data addressing effectiveness, scaling, and hierarchical integration.<\/p>\n<\/div>\n\n\n\n

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Information visualization approach to form balanced groups<\/a><\/h3>\n\n\n\n

Apr. 2018 – Oct. 2022<\/em><\/p>\n\n\n\n

This PhD project investigated visualization and machine learning approaches to form balanced groups, developing a holistic framework in which exploration, clustering and grouping are considered user workflow aspects of group formation.<\/p>\n<\/div>\n\n\n\n

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Hierarchical visualization of high dimensional data: interactive exploration of ‘omics type data<\/a><\/h3>\n\n\n\n

Sept. 2017 – Apr. 2022<\/em><\/p>\n\n\n\n

This PhD project looked to support the user-driven exploration and analysis of high dimensional ‘omics type data.<\/p>\n<\/div>\n\n\n\n

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Visual Entropy and the Visualization of Uncertainty<\/a><\/h3>\n\n\n\n

The aim of this project was to develop and evaluate a system of glyphs that included the visualisation of uncertainty in the data using visual entropy.<\/p>\n<\/div>\n\n\n\n

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Human-Centered and Context Aware Optimization of Categorical Colourmaps for Multiclass Data Visualization Sept. 2023 – ongoing This PhD project studies context-aware colormap optimization, integrating perceptual colour difference with context aware metrics. From Data Integration to Trust: Exploring Multi-omics Visualization and AI in Cancer Research Nov. 2022 – ongoing This PhD project investigates how human-centered visual … Continue reading “Projects”<\/span><\/a><\/p>\n","protected":false},"author":4185,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-8","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/blogs.ncl.ac.uk\/nova\/wp-json\/wp\/v2\/pages\/8","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.ncl.ac.uk\/nova\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blogs.ncl.ac.uk\/nova\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.ncl.ac.uk\/nova\/wp-json\/wp\/v2\/users\/4185"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.ncl.ac.uk\/nova\/wp-json\/wp\/v2\/comments?post=8"}],"version-history":[{"count":41,"href":"https:\/\/blogs.ncl.ac.uk\/nova\/wp-json\/wp\/v2\/pages\/8\/revisions"}],"predecessor-version":[{"id":1587,"href":"https:\/\/blogs.ncl.ac.uk\/nova\/wp-json\/wp\/v2\/pages\/8\/revisions\/1587"}],"wp:attachment":[{"href":"https:\/\/blogs.ncl.ac.uk\/nova\/wp-json\/wp\/v2\/media?parent=8"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}