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IDA
2007
Springer
14 years 4 months ago
Visualising the Cluster Structure of Data Streams
The increasing availability of streaming data is a consequence of the continuing advancement of data acquisition technology. Such data provides new challenges to the various data a...
Dimitris K. Tasoulis, Gordon J. Ross, Niall M. Ada...
JIIS
2002
114views more  JIIS 2002»
13 years 9 months ago
A Dynamic Probabilistic Model to Visualise Topic Evolution in Text Streams
Abstract. We propose a novel probabilistic method, based on latent variable models, for unsupervised topographic visualisation of dynamically evolving, coherent textual information...
Ata Kabán, Mark Girolami
ERCIMDL
2009
Springer
122views Education» more  ERCIMDL 2009»
14 years 4 months ago
Creating Visualisations for Digital Document Indexing
Indexes are a well established method of locating information in printed literature just as find is a popular technique when searching in digital documents. However, document reade...
Jennifer Pearson, George Buchanan, Harold W. Thimb...
NIPS
2003
13 years 11 months ago
Gaussian Process Latent Variable Models for Visualisation of High Dimensional Data
In this paper we introduce a new underlying probabilistic model for principal component analysis (PCA). Our formulation interprets PCA as a particular Gaussian process prior on a ...
Neil D. Lawrence
APVIS
2003
13 years 11 months ago
Visualising Class Cohesion with Virtual Worlds
High cohesion, or module strength, indicates that a system has been well partitioned into components which have strong internal relationships. An understanding of cohesion is an i...
Neville Churcher, Warwick Irwin, Ronald D. Kriz