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» Internal Clustering Evaluation of Data Streams
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ICALP
2005
Springer
13 years 10 months ago
Tight Lower Bounds for Query Processing on Streaming and External Memory Data
We study a clean machine model for external memory and stream processing. We show that the number of scans of the external data induces a strict hierarchy (as long as work space is...
Martin Grohe, Christoph Koch, Nicole Schweikardt
SISAP
2008
IEEE
147views Data Mining» more  SISAP 2008»
13 years 11 months ago
An Empirical Evaluation of a Distributed Clustering-Based Index for Metric Space Databases
Similarity search has been proved suitable for searching in very large collections of unstructured data objects. We are interested in efficient parallel query processing under si...
Veronica Gil Costa, Mauricio Marín, Nora Re...
LREC
2008
136views Education» more  LREC 2008»
13 years 6 months ago
Adapting International Standard for Asian Language Technologies
Corpus-based approaches and statistical approaches have been the main stream of natural language processing research for the past two decades. Language resources play a key role i...
Takenobu Tokunaga, Dain Kaplan, Chu-Ren Huang, Shu...
IS
2008
13 years 5 months ago
Continuous subspace clustering in streaming time series
Performing data mining tasks in streaming data is considered a challenging research direction, due to the continuous data evolution. In this work, we focus on the problem of clust...
Maria Kontaki, Apostolos N. Papadopoulos, Yannis M...
IGARSS
2009
13 years 2 months ago
Reducing the Dimensionality of Hyperspectral Data using Diffusion Maps
We examine the analysis of hyperspectral data produced by the Hyperspectral Core Imager of AngloGold Ashanti. The dimension of the data is reduced using diffusion maps and the dat...
Luis du Plessis, Steven Damelin, Michael Sears