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» Incompleteness in Data Mining
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KDD
2001
ACM
113views Data Mining» more  KDD 2001»
14 years 5 months ago
Mining massively incomplete data sets by conceptual reconstruction
Charu C. Aggarwal, Srinivasan Parthasarathy
PAKDD
2001
ACM
100views Data Mining» more  PAKDD 2001»
13 years 9 months ago
Incompleteness in Data Mining
H. V. Jagadish
NCA
2007
IEEE
13 years 4 months ago
Handling of incomplete data sets using ICA and SOM in data mining
Based on independent component analysis (ICA) and self-organizing maps (SOM), this paper proposes an ISOM-DH model for the incomplete data’s handling in data mining. Under these ...
Hongyi Peng, Siming Zhu
ICAI
2009
13 years 2 months ago
Data Mining in Incomplete Numerical and Categorical Data Sets: A Neuro Fuzzy Approach
- There are many applications dealing with incomplete data sets that take different approaches to making imputations for missing values. Most tackle the problem for numerical input...
Pilar Rey del Castillo, Jesus Cardenosa
KDD
2012
ACM
178views Data Mining» more  KDD 2012»
11 years 7 months ago
Mining event periodicity from incomplete observations
Advanced technology in GPS and sensors enables us to track physical events, such as human movements and facility usage. Periodicity analysis from the recorded data is an important...
Zhenhui Li, Jingjing Wang, Jiawei Han