Biblio

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2021
Bian Y, North C. DeepSI: Interactive Deep Learning for Semantic Interaction. In: 26th International Conference on Intelligent User Interfaces (IUI ’21). 26th International Conference on Intelligent User Interfaces (IUI ’21). ; 2021. p. 197-207. IUI2021_DeepSI-2.pdf (1.9 MB)
Bian Y, North C, Krokos E, Joseph S. Semantic Explanation of Interactive Dimensionality Reduction. In: IEEE Visualization Conference (VIS). IEEE Visualization Conference (VIS). ; 2021. p. 5 pages. VAST2021__Semantic_Explanation-4.pdf (1.84 MB)
2019
Bian Y, Wenskovitch J, North C. DeepVA: Bridging Cognition and Computation through Semantic Interaction and Deep Learning. In: Proceedings of the IEEE VIS Workshop MLUI 2019: Machine Learning from User Interactions for Visualization and Analytics. VIS’19. . Proceedings of the IEEE VIS Workshop MLUI 2019: Machine Learning from User Interactions for Visualization and Analytics. VIS’19. . ; 2019. p. . MLUI_2019-2.pdf (8.51 MB)
Bian Y, Dowling M, North C. Evaluating Semantic Interaction on Word Embeddings via Simulation. In: EValuation of Interactive VisuAl Machine Learning systems, an IEEE VIS 2019 Workshop. EValuation of Interactive VisuAl Machine Learning systems, an IEEE VIS 2019 Workshop. ; 2019. p. . sub1013.pdf (786.6 KB)