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ICIC
2005
Springer
14 years 2 months ago
Improvements to the Conventional Layer-by-Layer BP Algorithm
This paper points out some drawbacks and proposes some modifications to the conventional layer-by-layer BP algorithm. In particular, we present a new perspective to the learning ra...
Xu-Qin Li, Fei Han, Tat-Ming Lok, Michael R. Lyu, ...
IWIA
2003
IEEE
14 years 2 months ago
Stochastic Protocol Modeling for Anomaly Based Network Intrusion Detection
1 A new method for detecting anomalies in the usage of protocols in computer networks is presented in this work. The proposed methodology is applied to TCP and disposed in two step...
Juan M. Estévez-Tapiador, Pedro Garcia-Teod...
CONCUR
2003
Springer
14 years 2 months ago
Syntactic Formats for Free
act Approach to Process Equivalence Bartek Klin Pawel Soboci´nski BRICS University of Aarhus, Denmark Abstract. A framework of Plotkin and Turi’s, originally aimed at providing ...
Bartek Klin, Pawel Sobocinski
MP
2006
88views more  MP 2006»
13 years 9 months ago
Bounds on linear PDEs via semidefinite optimization
Using recent progress on moment problems, and their connections with semidefinite optimization, we present in this paper a new methodology based on semidefinite optimization, to ob...
Dimitris Bertsimas, Constantine Caramanis
BMCBI
2005
87views more  BMCBI 2005»
13 years 9 months ago
Efficient decoding algorithms for generalized hidden Markov model gene finders
Background: The Generalized Hidden Markov Model (GHMM) has proven a useful framework for the task of computational gene prediction in eukaryotic genomes, due to its flexibility an...
William H. Majoros, Mihaela Pertea, Arthur L. Delc...