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» Comparisons Between Data Clustering Algorithms
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ECCV
2006
Springer
16 years 4 months ago
Multi-way Clustering Using Super-Symmetric Non-negative Tensor Factorization
Abstract. We consider the problem of clustering data into k 2 clusters given complex relations -- going beyond pairwise -- between the data points. The complex n-wise relations ar...
Amnon Shashua, Ron Zass, Tamir Hazan
108
Voted
EUROMICRO
1999
IEEE
15 years 6 months ago
The X-MatchLITE FPGA-Based Data Compressor
This paper introduces a hardware amenable algorithm for lossless data compression and a highly integrable architecture which enables Gbit/s compression using contemporary ASIC tec...
Jose Luis Nunez, Claudia Feregrino, Simon Jones, S...
BIODATAMINING
2008
96views more  BIODATAMINING 2008»
15 years 2 months ago
Fast approximate hierarchical clustering using similarity heuristics
Background: Agglomerative hierarchical clustering (AHC) is a common unsupervised data analysis technique used in several biological applications. Standard AHC methods require that...
Meelis Kull, Jaak Vilo
FLAIRS
1998
15 years 3 months ago
A Sequence Building Approach to Pattern Discovery in Medical Data
The goal of the research being reported is the discovery of useful concepts in temporal medical databases. In this paper, we present a sequence building approach, based on the Gen...
Jorge C. G. Ramirez, Lynn L. Peterson, Dolores M. ...
114
Voted
ICML
2007
IEEE
16 years 3 months ago
Relational clustering by symmetric convex coding
Relational data appear frequently in many machine learning applications. Relational data consist of the pairwise relations (similarities or dissimilarities) between each pair of i...
Bo Long, Zhongfei (Mark) Zhang, Xiaoyun Wu, Philip...