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» Graph Mining based on a Data Partitioning Approach
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88
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ISCAPDCS
2003
15 years 1 months ago
Heterogeneous Hardware-Software System Partitioning using Extended Directed Acyclic Graph
In this paper, we present a system partitioning technique in which the input system specification is based on C++ language. The proposed technique processes data and precedence de...
Matthew Jin, Gul N. Khan
98
Voted
KDD
2005
ACM
177views Data Mining» more  KDD 2005»
15 years 5 months ago
Combining partitions by probabilistic label aggregation
Data clustering represents an important tool in exploratory data analysis. The lack of objective criteria render model selection as well as the identification of robust solutions...
Tilman Lange, Joachim M. Buhmann
112
Voted
SSD
2007
Springer
107views Database» more  SSD 2007»
15 years 6 months ago
Spatial Partition Graphs: A Graph Theoretic Model of Maps
The notion of a map is a fundamental metaphor in spatial disciplines. However, there currently exist no adequate data models for maps that define a precise spatial data type for m...
Mark McKenney, Markus Schneider
96
Voted
SDM
2007
SIAM
126views Data Mining» more  SDM 2007»
15 years 1 months ago
Scalable Name Disambiguation using Multi-level Graph Partition
When non-unique values are used as the identifier of entities, due to their homonym, confusion can occur. In particular, when (part of) “names” of entities are used as their ...
Byung-Won On, Dongwon Lee
125
Voted
ICDM
2008
IEEE
118views Data Mining» more  ICDM 2008»
15 years 6 months ago
Extension of Partitional Clustering Methods for Handling Mixed Data
Clustering is an active research topic in data mining and different methods have been proposed in the literature. Most of these methods are based on the use of a distance measure ...
Yosr Naïja, Salem Chakhar, Kaouthar Blibech, ...