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» Incompleteness in Data Mining
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KDD
2004
ACM
125views Data Mining» more  KDD 2004»
14 years 2 months ago
A general approach to incorporate data quality matrices into data mining algorithms
Ian Davidson, Ashish Grover, Ashwin Satyanarayana,...
IJAR
2010
152views more  IJAR 2010»
13 years 7 months ago
Structural-EM for learning PDG models from incomplete data
Probabilistic Decision Graphs (PDGs) are a class of graphical models that can naturally encode some context specific independencies that cannot always be efficiently captured by...
Jens D. Nielsen, Rafael Rumí, Antonio Salme...
TVCG
2008
70views more  TVCG 2008»
13 years 8 months ago
Visualizing Incomplete and Partially Ranked Data
Ranking data, which result from m raters ranking n items, are difficult to visualize due to their discrete algebraic structure, and the computational difficulties associated with t...
Paul Kidwell, Guy Lebanon, William S. Cleveland
SIGMOD
2005
ACM
117views Database» more  SIGMOD 2005»
14 years 9 months ago
The INFOMIX system for advanced integration of incomplete and inconsistent data
Nicola Leone, Gianluigi Greco, Giovambattista Iann...
CORR
2010
Springer
88views Education» more  CORR 2010»
13 years 9 months ago
A fuzzified BRAIN algorithm for learning DNF from incomplete data
Aim of this paper is to address the problem of learning Boolean functions from training data with missing values. We present an extension of the BRAIN algorithm, called U-BRAIN (U...
Salvatore Rampone, Ciro Russo