544 search results - page 12 / 109 » Clustering with Instance-level Constraints |
PAKDD
2004
ACM
14 years 2 months ago
2004
ACM
This paper proposes a two-step graph partitioning method to discover constrained clusters with an objective function that follows the well-known minmax clustering principle. Compar...
KDD
2010
ACM
14 years 29 days ago
2010
ACM
Modern data mining settings involve a combination of attributevalued descriptors over entities as well as specified relationships between these entities. We present an approach t...
ICCAD
1994
IEEE
14 years 1 months ago
1994
IEEE
We present a general framework for the construction of vertex orderings for netlist clustering. Our WINDOW algorithm constructs an ordering by iteratively adding the vertex with h...
CIKM
2004
Springer
14 years 2 months ago
2004
Springer
This paper presents a cluster validation based document clustering algorithm, which is capable of identifying both important feature words and true model order (cluster number). I...
AAAI
2006
13 years 10 months ago
2006
Clustering under constraints is a recent innovation in the artificial intelligence community that has yielded significant practical benefit. However, recent work has shown that fo...