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ICDM
2010
IEEE
164views Data Mining» more  ICDM 2010»
14 years 12 months ago
Improved Consistent Sampling, Weighted Minhash and L1 Sketching
Abstract--We propose a new Consistent Weighted Sampling method, where the probability of drawing identical samples for a pair of inputs is equal to their Jaccard similarity. Our me...
Sergey Ioffe
IGARSS
2009
14 years 11 months ago
Classification Performance of Random-projection-based Dimensionality Reduction of Hyperspectral Imagery
High-dimensional data such as hyperspectral imagery is traditionally acquired in full dimensionality before being reduced in dimension prior to processing. Conventional dimensiona...
James E. Fowler, Qian Du, Wei Zhu, Nicolas H. Youn...
IPPS
2003
IEEE
15 years 7 months ago
CORBA Benchmarking: A Course with Hidden Obstacles
Numerous projects have evaluated the performance of CORBA middleware over the past decade. Interestingly, many of the published results are either gathered or analyzed imprecisely...
Adam Buble, Lubomír Bulej, Petr Tuma
85
Voted
CORR
2008
Springer
128views Education» more  CORR 2008»
15 years 2 months ago
A Quantifier Elimination Algorithm for Linear Real Arithmetic
We propose a new quantifier elimination algorithm for the theory of linear real arithmetic. This algorithm uses as subroutines satisfiability modulo this theory and polyhedral pro...
David Monniaux
WWW
2004
ACM
16 years 2 months ago
Efficient pagerank approximation via graph aggregation
We present a framework for approximating random-walk based probability distributions over Web pages using graph aggregation. We (1) partition the Web's graph into classes of ...
Andrei Z. Broder, Ronny Lempel, Farzin Maghoul, Ja...