2 papers
cs.HC2022
Incorporation of Human Knowledge into Data Embeddings to Improve Pattern Significance and Interpretability
Jie Li, Chun-qi Zhou
Embedding is a common technique for analyzing multi-dimensional data. However, the embedding projection cannot always form significant and interpretable visual structures that fore…
cs.LG2021
Exploring Multi-dimensional Data via Subset Embedding
Peng Xie, Wenyuan Tao, Jie Li +2
Multi-dimensional data exploration is a classic research topic in visualization. Most existing approaches are designed for identifying record patterns in dimensional space or subsp…