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SIAMDM
2010
108views more  SIAMDM 2010»
12 years 11 months ago
A More Relaxed Model for Graph-Based Data Clustering: s-Plex Cluster Editing
Jiong Guo, Christian Komusiewicz, Rolf Niedermeier...
AAIM
2009
Springer
118views Algorithms» more  AAIM 2009»
13 years 11 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...
ISM
2006
IEEE
129views Multimedia» more  ISM 2006»
13 years 4 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»
13 years 5 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»
14 years 2 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...