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InVis: A tool for interactive visual data analysis

: Paurat, D.; Gärtner, T.


Blockeel, H.:
Machine learning and knowledge discovery in databases. Proceedings Pt. 3 : European conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013
Berlin: Springer, 2013 (Lecture Notes in Computer Science (LNCS) 8190)
ISBN: 978-3-642-40993-6
ISBN: 3-642-40993-8
ISBN: 978-3-642-40994-3
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) <2013, Prague>
Fraunhofer IAIS ()

We present InVis, a tool to visually analyse data by interactively shaping a two dimensional embedding of it. Traditionally, embedding techniques focus on finding one fixed embedding, which emphasizes a single aspects of the data. In contrast, our application enables the user to explore the structures of a dataset by observing and controlling a projection of it. Ultimately it provides a way to search and find an embedding, emphasizing aspects that the user desires to highlight.