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» Theoretical Frameworks for Data Mining
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SDM
2010
SIAM
153views Data Mining» more  SDM 2010»
14 years 11 months ago
The Generalized Dimensionality Reduction Problem
The dimensionality reduction problem has been widely studied in the database literature because of its application for concise data representation in a variety of database applica...
Charu C. Aggarwal
GI
2009
Springer
14 years 7 months ago
DiversityMobile - Mobile Data Retrieval Platform for Biodiversity Research Projects
: A majority of biodiversity research projects depend on field recording and ecology data. Therefore it is important to provide a seamless and transparent data flow from the field ...
Stefan Jablonski, Alexandra Kehl, Dieter Neubacher...
KDD
1998
ACM
129views Data Mining» more  KDD 1998»
15 years 2 months ago
Data Reduction Based on Hyper Relations
Data reduction makes datasets smaller but preserves classication structures of interest. It is an important area of research in data mining and databases. In this paper we present...
Hui Wang, Ivo Düntsch, David A. Bell
IDA
2011
Springer
14 years 5 months ago
A parallel, distributed algorithm for relational frequent pattern discovery from very large data sets
The amount of data produced by ubiquitous computing applications is quickly growing, due to the pervasive presence of small devices endowed with sensing, computing and communicatio...
Annalisa Appice, Michelangelo Ceci, Antonio Turi, ...
ICDM
2010
IEEE
201views Data Mining» more  ICDM 2010»
14 years 8 months ago
Mining Closed Strict Episodes
Discovering patterns in a sequence is an important aspect of data mining. One popular choice of such patterns are episodes, patterns in sequential data describing events that often...
Nikolaj Tatti, Boris Cule