Incorporation of Human Knowledge into Data Embeddings to Improve Pattern Significance and Interpretability
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2022.3209382
Abstract: Embedding is a common technique for analyzing multi-dimensional data. However, the embedding projection cannot always form significant and interpretable visual structures that foreshadow underlying data patterns. We propose an approach that incorporates human knowledge into… read more here.
Keywords: human knowledge; improve pattern; embeddings improve; data embeddings ... See more keywords