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» New Algorithms for Statistical Analysis of Interval Data
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IPPS
1998
IEEE
15 years 8 months ago
Parallel Performance Visualization Using Moments of Utilization Data
We propose a new parallel performance visualization scheme, based on a simple moment analysis of processor utilization data. This method combines the scalability advantages of sta...
T. J. Godin, Michael J. Quinn, Cherri M. Pancake
106
Voted
AUSDM
2007
Springer
107views Data Mining» more  AUSDM 2007»
15 years 10 months ago
A Discriminant Analysis for Undersampled Data
One of the inherent problems in pattern recognition is the undersampled data problem, also known as the curse of dimensionality reduction. In this paper a new algorithm called pai...
Matthew Robards, Junbin Gao, Philip Charlton
NIPS
1998
15 years 5 months ago
Learning from Dyadic Data
Dyadic data refers to a domain with two nite sets of objects in which observations are made for dyads, i.e., pairs with one element from either set. This type of data arises natur...
Thomas Hofmann, Jan Puzicha, Michael I. Jordan
151
Voted
ICDT
2003
ACM
139views Database» more  ICDT 2003»
15 years 9 months ago
New Rewritings and Optimizations for Regular Path Queries
All the languages for querying semistructured data and the web use as an integral part regular expressions. Based on practical observations, finding the paths that satisfy those r...
Gösta Grahne, Alex Thomo
135
Voted
IDA
2009
Springer
15 years 10 months ago
Probabilistic Factorization of Non-negative Data with Entropic Co-occurrence Constraints
Abstract. In this paper we present a probabilistic algorithm which factorizes non-negative data. We employ entropic priors to additionally satisfy that user specified pairs of fac...
Paris Smaragdis, Madhusudana V. S. Shashanka, Bhik...