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AUTOMATICA
2002
93views more  AUTOMATICA 2002»
14 years 9 months ago
A probabilistic framework for problems with real structured uncertainty in systems and control
The objective of this paper is twofold. First, the problem of generation of real random matrix samples with uniform distribution in structured (spectral) norm bounded sets is stud...
Giuseppe Carlo Calafiore, Fabrizio Dabbene
KDD
2010
ACM
274views Data Mining» more  KDD 2010»
15 years 1 months ago
Grafting-light: fast, incremental feature selection and structure learning of Markov random fields
Feature selection is an important task in order to achieve better generalizability in high dimensional learning, and structure learning of Markov random fields (MRFs) can automat...
Jun Zhu, Ni Lao, Eric P. Xing
SEKE
2005
Springer
15 years 3 months ago
An Empirical Study on Limits of Clone Unification Using Generics
Generics (templates) attempt to unify similar program structures to avoid redundancy. How well do generics serve this purpose in practice? We try to answer this question through e...
Hamid Abdul Basit, Damith C. Rajapakse, Stan Jarza...
SAC
2004
ACM
15 years 3 months ago
Interface utilization in the Java Development Kit
Interfaces as defined in the JAVA programming language can enhance both decoupling and comprehensibility of large code bases. Several researchers have pointed out this key role of...
Jens Gößner, Philip Mayer, Friedrich St...
IPPS
2010
IEEE
14 years 7 months ago
Large scale complex network analysis using the hybrid combination of a MapReduce cluster and a highly multithreaded system
Complex networks capture interactions among entities in various application areas in a graph representation. Analyzing large scale complex networks often answers important question...
Seunghwa Kang, David A. Bader