1577 search results - page 143 / 316 » Data Mining: Machine Learning, Statistics, and Databases |
108
Voted
SDM
2010
SIAM
14 years 11 months ago
2010
SIAM
The recent years have witnessed a surge of interests in Nonnegative Matrix Factorization (NMF) in data mining and machine learning fields. Despite its elegant theory and empirical...
170
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ICDE
2006
IEEE
16 years 3 months ago
2006
IEEE
In this paper, we introduce a new class of data mining problems called learning from aggregate views. In contrast to the traditional problem of learning from a single table of tra...
ML
2006
ACM
15 years 1 months ago
2006
ACM
It is well known that many hard tasks considered in machine learning and data mining can be solved in a rather simple and robust way with an instanceand distance-based approach. In...
112
Voted
CIKM
2007
Springer
15 years 8 months ago
2007
Springer
In this work a method for detecting distance-based outliers in data streams is presented. We deal with the sliding window model, where outlier queries are performed in order to de...
116
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TLCA
2005
Springer
15 years 7 months ago
2005
Springer
There is growing public concern about personal data collected by both private and public sectors. People have very little control over what kinds of data are stored and how such da...