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Document type:
Konferenzbeitrag 
Contribution type:
Vortrag / Präsentation 
Author(s):
Schuon, Sebastian; Durković, Marko; Diepold, Klaus; Scheuerle, Jürgen; Markward, Stefan 
Title:
Truly Incremental Locally Linear Embedding 
Abstract:
We describe an incremental version of the Locally Linear Embedding (LLE) method for manifold learning. Such an incremental LLE algorithm is suitable for real time application, where measurement data is coming in continuously. We are able to incrementally calculate embeddings which provide the same level of accuracy as the original LLE algorithm. For situations where data is appended constantly, the proposed algorithm achieves a significant speed up. 
Book / Congress title:
CoTeSys 1st International Workshop on Cognition for Technical Systems 
Year:
2008 
Year / month:
2008-10 
Month:
Oct 
Pages:
Reviewed:
ja 
Language:
en 
Semester:
SS 02 
TUM Institution:
Lehrstuhl für Datenverarbeitung 
Format:
Text