187 search results - page 5 / 38 » Constrained 1-Spectral Clustering |
SIGIR
2006
ACM
15 years 5 months ago
2006
ACM
For the task of near-duplicated document detection, both traditional fingerprinting techniques used in database community and bag-of-word comparison approaches used in information...
141
Voted
CVPR
2009
IEEE
16 years 6 months ago
2009
IEEE
We propose a novel framework for constrained spectral
clustering with pairwise constraints which specify whether
two objects belong to the same cluster or not. Unlike previous
m...
DAC
2005
ACM
16 years 17 days ago
2005
ACM
In this paper we present a system level technique for mapping large, multiple-IP-block designs to channel-width constrained FPGAs. Most FPGA clustering tools [2, 3, 11] aim to red...
91
Voted
PAKDD
2009
ACM
15 years 6 months ago
2009
ACM
Abstract. Clustering high dimensional data with sparse features is challenging because pairwise distances between data items are not informative in high dimensional space. To addre...
87
Voted
ICPR
2008
IEEE
15 years 6 months ago
2008
IEEE
In this work we present a novel method to model instance-level constraints within a clustering algorithm. Thereby, both similarity and dissimilarity constraints can be used coeval...