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» Privacy-preserving logistic regression
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EUSAI
2003
Springer
13 years 12 months ago
Correlating Sensors and Activities in an Intelligent Environment: A Logistic Regression Approach
An important problem in intelligent environments is how the system can identify and model users’ activities. This paper describes a new technique for identifying correlations be...
Fahd Al-Bin-Ali, Prasad Boddupalli, Nigel Davies, ...
ICML
2005
IEEE
14 years 7 months ago
Incomplete-data classification using logistic regression
A logistic regression classification algorithm is developed for problems in which the feature vectors may be missing data (features). Single or multiple imputation for the missing...
David Williams, Xuejun Liao, Ya Xue, Lawrence Cari...
KDD
2006
ACM
201views Data Mining» more  KDD 2006»
14 years 7 months ago
Polynomial association rules with applications to logistic regression
A new class of associations (polynomial itemsets and polynomial association rules) is presented which allows for discovering nonlinear relationships between numeric attributes wit...
Szymon Jaroszewicz
COLING
2010
13 years 1 months ago
A Logistic Regression Model of Determiner Omission in PPs
The realization of singular count nouns without an accompanying determiner inside a PP (determinerless PP, bare PP, Preposition-Noun Combination) has recently attracted some inter...
Tibor Kiss, Katja Keßelmeier, Antje Mül...
ICDM
2005
IEEE
161views Data Mining» more  ICDM 2005»
14 years 9 days ago
Making Logistic Regression a Core Data Mining Tool with TR-IRLS
Binary classification is a core data mining task. For large datasets or real-time applications, desirable classifiers are accurate, fast, and need no parameter tuning. We presen...
Paul Komarek, Andrew W. Moore