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» Multivariate regression depth
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SADM
2008
70views more  SADM 2008»
13 years 6 months ago
A Scalable Local Algorithm for Distributed Multivariate Regression
Kanishka Bhaduri, Hillol Kargupta
COMCOM
2006
94views more  COMCOM 2006»
13 years 7 months ago
Estimation of network distances using off-line measurements
Several emerging large-scale Internet applications such as Content Distribution Networks, and Peerto-Peer networks could potentially benefit from knowing the underlying Internet t...
Prasun Sinha, Danny Raz, Nidhan Choudhuri
ICDM
2009
IEEE
146views Data Mining» more  ICDM 2009»
14 years 2 months ago
Induction of Mean Output Prediction Trees from Continuous Temporal Meteorological Data
: In this paper, we present a novel method for fast data-driven construction of regression trees from temporal datasets including continuous data streams. The proposed Mean Output ...
Dima Alberg, Mark Last, Roni Neuman, Avi Sharon
CSDA
2007
105views more  CSDA 2007»
13 years 7 months ago
Calculation of simplicial depth estimators for polynomial regression with applications
A fast algorithm for calculating the simplicial depth of a single parameter vector of a polynomial regression model is derived. Additionally, an algorithm for calculating the para...
R. Wellmann, S. Katina, Ch. H. Müller
SODA
2001
ACM
94views Algorithms» more  SODA 2001»
13 years 8 months ago
Computing the depth of a flat
We compute the regression depth of a k-flat in a set of n points in Rd, in time O(nd-2 + n log n) for 1 k d - 2. This contrasts with a bound of O(nd-1 + n log n) when k = 0 or
Marshall W. Bern