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SIAMDM
2010
108views more  SIAMDM 2010»
14 years 8 months ago
A More Relaxed Model for Graph-Based Data Clustering: s-Plex Cluster Editing
Jiong Guo, Christian Komusiewicz, Rolf Niedermeier...
106
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AAIM
2009
Springer
118views Algorithms» more  AAIM 2009»
15 years 8 months ago
A More Relaxed Model for Graph-Based Data Clustering: s-Plex Editing
We introduce the s-Plex Editing problem generalizing the well-studied Cluster Editing problem, both being NP-hard and both being motivated by graph-based data clustering. Instead o...
Jiong Guo, Christian Komusiewicz, Rolf Niedermeier...
124
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ISM
2006
IEEE
129views Multimedia» more  ISM 2006»
15 years 1 months ago
A Graph-Based Approach for Modeling and Indexing Video Data
In this work, we propose new graph-based data model and indexing to organize and manage video data. To consider spatial and temporal characteristics of video, we introduce a new g...
JeongKyu Lee
BMCBI
2007
265views more  BMCBI 2007»
15 years 1 months ago
Large scale clustering of protein sequences with FORCE -A layout based heuristic for weighted cluster editing
Background: Detecting groups of functionally related proteins from their amino acid sequence alone has been a long-standing challenge in computational genome research. Several clu...
Tobias Wittkop, Jan Baumbach, Francisco P. Lobo, S...
SDM
2009
SIAM
223views Data Mining» more  SDM 2009»
15 years 11 months ago
Context Aware Trace Clustering: Towards Improving Process Mining Results.
Process Mining refers to the extraction of process models from event logs. Real-life processes tend to be less structured and more flexible. Traditional process mining algorithms...
R. P. Jagadeesh Chandra Bose, Wil M. P. van der Aa...