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KDD
1997
ACM
15 years 4 months ago
1997
ACM
Exploratory data analysis is inherently an iterative, interactive endeavor. In the context of massive data sets, however, many current data analysis algorithms will not scale appr...
KDD
2007
ACM
16 years 26 days ago
2007
ACM
An important problem in data mining is detecting changes in large data sets. Although there are a variety of change detection algorithms that have been developed, in practice it c...
110
Voted
ICMCS
2009
IEEE
14 years 10 months ago
2009
IEEE
To deal with the issue of data unbalanced condition among a task of multilingual speech recognition and a phenomenon of pronunciation variations across languages, we propose an ap...
99
Voted
ISLPED
1995
ACM
15 years 4 months ago
1995
ACM
In this paper we present a novel approach to model the search space for optimal set data types in network component realisations. The main objective is to arrive at power efficie...
102
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SDM
2003
SIAM
15 years 1 months ago
2003
SIAM
We study the interaction between global and local techniques in data mining. Specifically, we study the collections of frequent sets in clusters produced by a probabilistic clust...