29 search results - page 1 / 6 » Multi-way distributional clustering via pairwise interaction... |
65
Voted
ICML
2005
IEEE
15 years 11 months ago
2005
IEEE
We present a novel unsupervised learning scheme that simultaneously clusters variables of several types (e.g., documents, words and authors) based on pairwise interactions between...
AAAI
2008
15 years 15 days ago
2008
In this paper, we present a general data clustering algorithm which is based on the asymmetric pairwise measure of Markov random walk hitting time on directed graphs. Unlike tradi...
90
Voted
SIAMSC
2008
14 years 10 months ago
2008
We propose a distributed algorithm for solving Euclidean metric realization problems arising from large 3D graphs, using only noisy distance information, and without any prior kno...
112
Voted
KDD
2012
ACM
13 years 18 days ago
2012
ACM
We study a novel clustering problem in which the pairwise relations between objects are categorical. This problem can be viewed as clustering the vertices of a graph whose edges a...
77
Voted
VRCAI
2004
ACM
15 years 3 months ago
2004
ACM
This paper explores the possibilities of using portable devices in multiprojection environments, such as CAVEs, Panoramas and Power Walls. We propose and implement a tool to gener...