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» A clustering method that uses lossy aggregation of data
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75
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SENSYS
2004
ACM
15 years 2 months ago
A clustering method that uses lossy aggregation of data
Apoorva Jindal, Konstantinos Psounis
75
Voted
CCR
2010
110views more  CCR 2010»
14 years 9 months ago
An improved analysis of the lossy difference aggregator
We provide a detailed analysis of the Lossy Difference Aggregator, a recently developed data structure for measuring latency in a router environment where packet losses can occur....
Hilary Finucane, Michael Mitzenmacher
101
Voted
ADBIS
2007
Springer
143views Database» more  ADBIS 2007»
15 years 3 months ago
Aggregating Multiple Instances in Relational Database Using Semi-Supervised Genetic Algorithm-based Clustering Technique
In solving the classification problem in relational data mining, traditional methods, for example, the C4.5 and its variants, usually require data transformations from datasets sto...
Rayner Alfred, Dimitar Kazakov
85
Voted
TMA
2010
Springer
150views Management» more  TMA 2010»
14 years 7 months ago
Validation and Improvement of the Lossy Difference Aggregator to Measure Packet Delays
One-way packet delay is an important network performance metric. Recently, a new data structure called Lossy Difference Aggregator (LDA) has been proposed to estimate this metric m...
Josep Sanjuàs-Cuxart, Pere Barlet-Ros, Jose...
ICDM
2007
IEEE
170views Data Mining» more  ICDM 2007»
15 years 3 months ago
Consensus Clusterings
In this paper we address the problem of combining multiple clusterings without access to the underlying features of the data. This process is known in the literature as clustering...
Nam Nguyen, Rich Caruana