Recent works showed how low-density parity-check (LDPC) erasure correcting codes, under maximum likelihood (ML) decoding, are capable of tightly approaching the performance of an i...
Enrico Paolini, Gianluigi Liva, Michela Varrella, ...
We consider analysis of complex stochastic models based upon partial information. MCMC and reversible jump MCMC are often the methods of choice for such problems, but in some situ...
Abstract—The use of quantitative imaging for the characterization of hepatic tumors in MRI can improve the diagnosis and therefore the treatment of these life-threatening tumors....
Abstract-- Network management and operations are complicated, tedious, and error-prone, requiring significant human involvement and domain knowledge. As the complexity involved ine...
Xu Chen, Yun Mao, Zhuoqing Morley Mao, Jacobus E. ...
Thisposition statementarguesthat advanced,systematic modelingtechniquesare neededto support engineering of complex, heterogeneoussystems. Models provide blueprintsfor thedevelopme...