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ICASSP
2010
IEEE
13 years 7 months ago
Convergence analysis of consensus-based distributed clustering
This paper deals with clustering of spatially distributed data using wireless sensor networks. A distributed low-complexity clustering algorithm is developed that requires one-hop...
Pedro A. Forero, Alfonso Cano, Georgios B. Giannak...
SSPR
1998
Springer
13 years 11 months ago
Distribution Free Decomposition of Multivariate Data
: We present a practical approach to nonparametric cluster analysis of large data sets. The number of clusters and the cluster centres are automatically derived by mode seeking wit...
Dorin Comaniciu, Peter Meer
ICPADS
2006
IEEE
14 years 1 months ago
Fast Convergence in Self-Stabilizing Wireless Networks
The advent of large scale multi-hop wireless networks highlights problems of fault tolerance and scale in distributed system, motivating designs that autonomously recover from tra...
Nathalie Mitton, Eric Fleury, Isabelle Guér...
MOBIHOC
2010
ACM
13 years 5 months ago
Globs in the primordial soup: the emergence of connected crowds in mobile wireless networks
In many practical scenarios, nodes gathering at points of interest yield sizable connected components (clusters), which sometimes comprise the majority of nodes. While recent anal...
Simon Heimlicher, Kavé Salamatian
SIGECOM
2005
ACM
166views ECommerce» more  SIGECOM 2005»
14 years 1 months ago
A price-anticipating resource allocation mechanism for distributed shared clusters
In this paper we formulate the fixed budget resource allocation game to understand the performance of a distributed marketbased resource allocation system. Multiple users decide ...
Michal Feldman, Kevin Lai, Li Zhang