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SODA
2010
ACM
248views Algorithms» more  SODA 2010»
14 years 1 months ago
Approximating the Crossing Number of Graphs Embeddable in Any Orientable Surface
The crossing number of a graph is the least number of pairwise edge crossings in a drawing of the graph in the plane. We provide an O(n log n) time constant factor approximation al...
Petr Hlineny, Markus Chimani
PODS
2008
ACM
159views Database» more  PODS 2008»
14 years 4 months ago
Approximation algorithms for clustering uncertain data
There is an increasing quantity of data with uncertainty arising from applications such as sensor network measurements, record linkage, and as output of mining algorithms. This un...
Graham Cormode, Andrew McGregor
STOC
2003
ACM
141views Algorithms» more  STOC 2003»
14 years 4 months ago
Better streaming algorithms for clustering problems
We study clustering problems in the streaming model, where the goal is to cluster a set of points by making one pass (or a few passes) over the data using a small amount of storag...
Moses Charikar, Liadan O'Callaghan, Rina Panigrahy
STOC
2003
ACM
119views Algorithms» more  STOC 2003»
14 years 4 months ago
Constant factor approximation of vertex-cuts in planar graphs
Eyal Amir, Robert Krauthgamer, Satish Rao
RECOMB
2004
Springer
14 years 4 months ago
Modeling and Analysis of Heterogeneous Regulation in Biological Networks
Abstract. In this study we propose a novel model for the representation of biological networks and provide algorithms for learning model parameters from experimental data. Our appr...
Irit Gat-Viks, Amos Tanay, Ron Shamir
KDD
2009
ACM
173views Data Mining» more  KDD 2009»
14 years 4 months ago
Constant-factor approximation algorithms for identifying dynamic communities
We propose two approximation algorithms for identifying communities in dynamic social networks. Communities are intuitively characterized as "unusually densely knit" sub...
Chayant Tantipathananandh, Tanya Y. Berger-Wolf