Projects per year
Personal profile
Personal profile
Chengtao Ji is an Assistant Professor at Xian Jiao Tong-Liverpool University. He obtained his Doctoral degree in Scientific Visualization and Computer Graphics (SVCG) group from the University of Groningen, the Netherlands. Afterward, he continues to work as a postdoc in the same group.His research is mainly focusing on information visualization and (unsupervised) machine learning, which are applied to various scenarios, e.g., astronomy, medical, digital humanity, etc.
Research interests
Visual Analytics
Complex Network Analysis
Unsupervised Machine Learning
Information Visualization
Education/Academic qualification
PhD, University of Groningen, 2018
Person Types
- Staff
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Collaborations and top research areas from the last five years
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Projects
- 3 Active
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Visualization of Multivariate and Multi-scale Astronomical dataset
1/06/23 → 31/05/25
Project: Governmental Research Project
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Visual exploration of relevance subspace of high-dimensional astronomical data
Ji, C., Liang, H. N., Yu, L. & Pan, Y.
1/09/22 → 31/08/25
Project: Internal Research Project
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The collaborative work of heritage: Dataware as a means to support articulation work between abstract heritage data and information visualisation
Pan, Y., Liang, H. N., Yu, L., Ji, C. & Li, Y.
1/09/22 → 31/08/25
Project: Internal Research Project
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Heterogeneous Cuckoo Search-Based Unsupervised Band Selection for Hyperspectral Image Classification
Wu, M., Ou, X., Lu, Y., Li, W., Yu, D., Liu, Z. & Ji, C., 2024, In: IEEE Transactions on Geoscience and Remote Sensing. 62, p. 1-16 16 p., 5500616.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Bionic Robots as a New Alternative to Guided Dogs
Cao, Y., Jin, N., Wang, Y., Ji, C. & Pan, Y., 2023, 2023 9th International Conference on Virtual Reality, ICVR 2023. Institute of Electrical and Electronics Engineers Inc., p. 261-267 7 p. (2023 9th International Conference on Virtual Reality, ICVR 2023).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Visual Analysis of Ship Trajectories Based on Kernel Density Estimation
Shi, J., Pan, Y., Xiang, Y., Liu, X., Wang, Y. & Ji, C., 2023, 2023 9th International Conference on Virtual Reality, ICVR 2023. Institute of Electrical and Electronics Engineers Inc., p. 276-283 8 p. (2023 9th International Conference on Virtual Reality, ICVR 2023).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Visual exploration of color usage in Vincent van Gogh's Paintings
Ding, X., Xie, Y., Jing, J., Du, F. & Ji, C., 22 Sept 2023, 16th International Symposium on Visual Information Communication and Interaction, VINCI 2023. Association for Computing Machinery, 38. (ACM International Conference Proceeding Series).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Maritime traffic flow clustering analysis by density based trajectory clustering with noise
Yang, J., Liu, Y., Ma, L. & Ji, C., 2022, In: Ocean Engineering. 249Research output: Contribution to journal › Article › peer-review
17 Citations (Scopus)
Activities
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ICVR (External organisation)
Chengtao Ji (Chair)
20 Jul 2024 → 24 Jul 2024Activity: Membership › Membership of committee
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Visual analysis of high-dimensional astronomical data
Chengtao Ji (Supervisor)
1 Dec 2023 → …Activity: Supervision › PhD Completion
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Star Cluster Workshop: From Observations to Simulations
Chengtao Ji (Participant)
28 Oct 2023Activity: Participating in or organising an event › Participating in an event e.g. a conference, workshop, …
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Visual Storytelling and Visual Exploration of the Digital Humanity
Chengtao Ji (Supervisor)
1 Sept 2023 → …Activity: Supervision › PhD Completion
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ChinaVis
Chengtao Ji (Participant)
21 Jul 2023 → 24 Jul 2023Activity: Participating in or organising an event › Participating in an event e.g. a conference, workshop, …