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ICDM
2006
IEEE
193views Data Mining» more  ICDM 2006»
15 years 6 months ago
Local Correlation Tracking in Time Series
We address the problem of capturing and tracking local correlations among time evolving time series. Our approach is based on comparing the local auto-covariance matrices (via the...
Spiros Papadimitriou, Jimeng Sun, Philip S. Yu
ASYNC
1998
IEEE
71views Hardware» more  ASYNC 1998»
15 years 4 months ago
Towards Asynchronous A-D Conversion
Analogue to digital (A-D) converters with a xed conversion time are subject to errors due to metastability. These errors will occur in all converter designs with a bounded time fo...
D. J. Kinniment, Alexandre Yakovlev, Fei Xia, B. G...
NIPS
2004
15 years 1 months ago
Sampling Methods for Unsupervised Learning
We present an algorithm to overcome the local maxima problem in estimating the parameters of mixture models. It combines existing approaches from both EM and a robust fitting algo...
Robert Fergus, Andrew Zisserman, Pietro Perona
CORR
2008
Springer
86views Education» more  CORR 2008»
14 years 12 months ago
Fast computation of the median by successive binning
In many important problems, one uses the median instead of the mean to estimate a population's center, since the former is more robust. But in general, computing the median i...
Ryan J. Tibshirani
IJAR
1998
76views more  IJAR 1998»
14 years 11 months ago
Multi-site scheduling with fuzzy concepts
The objective of multi-site scheduling is to support the scheduling activities of a global scheduler and schedulers in distributed production plants in a cooperative way. A global...
Jürgen Sauer, Gerd Suelmann, Hans-Jürgen...