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» The Complexity of Partition Functions
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ICPR
2006
IEEE
16 years 8 months ago
Bayesian Feedback in Data Clustering
In many clustering applications, the user has some vague notion of the number and membership of the desired clusters. However, it is difficult for the user to provide such knowled...
Anil K. Jain, Pavan Kumar Mallapragada, Martin H. ...
191
Voted
ICPR
2004
IEEE
16 years 8 months ago
Landscape of Clustering Algorithms
Numerous clustering algorithms, their taxonomies and evaluation studies are available in the literature. Despite the diversity of different clustering algorithms, solutions delive...
Anil K. Jain, Alexander P. Topchy, Martin H. C. La...
220
Voted
KDD
2004
ACM
132views Data Mining» more  KDD 2004»
16 years 7 months ago
A probabilistic framework for semi-supervised clustering
Unsupervised clustering can be significantly improved using supervision in the form of pairwise constraints, i.e., pairs of instances labeled as belonging to same or different clu...
Sugato Basu, Mikhail Bilenko, Raymond J. Mooney
178
Voted
NOMS
2002
IEEE
16 years 9 days ago
Differentiated multi-layer survivability in IP/WDM networks
As the Internet and network technologies evolve, the IP over WDM solution has been envisioned as the most promising solution for the next generation Internet architecture. So surv...
Hongwei Zhang, Arjan Durresi
176
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ARITH
1997
IEEE
15 years 11 months ago
On the Design of IEEE Compliant Floating Point Units
Engineering design methodology recommends designing a system as follows: Start with an unambiguous speci cation, partition the system into blocks, specify the functionality of eac...
Guy Even, Wolfgang J. Paul