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GLOBECOM
2009
IEEE
15 years 8 months ago
Mobility-Based Clustering in VANETs Using Affinity Propagation
Abstract--The recent research in cluster-based MAC and routing schemes for Vehicle Ad Hoc Networks (VANETs) motivates the necessity for a stable VANET clustering algorithm. Due to ...
Christine Shea, Behnam Hassanabadi, Shahrokh Valae...
PAKDD
2010
ACM
169views Data Mining» more  PAKDD 2010»
15 years 6 months ago
Correspondence Clustering: An Approach to Cluster Multiple Related Spatial Datasets
Domain experts are frequently interested to analyze multiple related spatial datasets. This capability is important for change analysis and contrast mining. In this paper, a novel ...
Vadeerat Rinsurongkawong, Christoph F. Eick
COCO
2005
Springer
150views Algorithms» more  COCO 2005»
15 years 9 months ago
The Quantum Adversary Method and Classical Formula Size Lower Bounds
We introduce two new complexity measures for Boolean functions, which we name sumPI and maxPI. The quantity sumPI has been emerging through a line of research on quantum query com...
Sophie Laplante, Troy Lee, Mario Szegedy
KDD
2006
ACM
112views Data Mining» more  KDD 2006»
16 years 4 months ago
K-means clustering versus validation measures: a data distribution perspective
K-means is a widely used partitional clustering method. While there are considerable research efforts to characterize the key features of K-means clustering, further investigation...
Hui Xiong, Junjie Wu, Jian Chen
PODS
2006
ACM
107views Database» more  PODS 2006»
16 years 4 months ago
Programmable clustering
We initiate a novel study of clustering problems. Rather than specifying an explicit objective function to optimize, our framework allows the user of clustering algorithm to speci...
Sreenivas Gollapudi, Ravi Kumar, D. Sivakumar