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IV
2000
IEEE
112views Visualization» more  IV 2000»
15 years 8 months ago
Sonification of Remote Sensing Data: Initial Experiment
We are generating music from a particular view of a multi-dimensional geographic information system (GIS) data set to alert a viewer to the existence of hidden clusters of data po...
Frances L. Van Scoy
ICDM
2006
IEEE
127views Data Mining» more  ICDM 2006»
15 years 11 months ago
The Relationships Among Various Nonnegative Matrix Factorization Methods for Clustering
The nonnegative matrix factorization (NMF) has been shown recently to be useful for clustering. Various extensions of NMF have also been proposed. In this paper we present an over...
Tao Li, Chris H. Q. Ding
126
Voted
IPPS
2000
IEEE
15 years 9 months ago
Reconfigurable Parallel Sorting and Load Balancing on a Beowulf Cluster: HeteroSort
HeteroSort load balances and sorts within static or dynamic networks using a conceptual torus mesh. We ported HeteroSort to a 16-node Beowulf cluster with a central switch architec...
Pamela Yang, Timothy M. Kunau, Bonnie Holte Bennet...
147
Voted
CANDC
2006
ACM
15 years 5 months ago
Identification of functional modules in a PPI network by clique percolation clustering
Large-scale experiments and data integration have provided the opportunity to systematically analyze and comprehensively understand the topology of biological networks and biochem...
Shi-Hua Zhang, Xue-Mei Ning, Xiang-Sun Zhang
PRL
2007
150views more  PRL 2007»
15 years 4 months ago
A method for initialising the K-means clustering algorithm using kd-trees
We present a method for initialising the K-means clustering algorithm. Our method hinges on the use of a kd-tree to perform a density estimation of the data at various locations. ...
Stephen J. Redmond, Conor Heneghan