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ICANN
2005
Springer
14 years 3 months ago
Robust Structural Modeling and Outlier Detection with GMDH-Type Polynomial Neural Networks
Abstract. The paper presents a new version of a GMDH type algorithm able to perform an automatic model structure synthesis, robust model parameter estimation and model validation i...
Tatyana I. Aksenova, Vladimir Volkovich, Alessandr...
ICCS
2005
Springer
14 years 3 months ago
On the Impact of Reservations from the Grid on Planning-Based Resource Management
Advance Reservations are an important concept to support QoS and Workflow Scheduling in Grid environments. However, the impact of reservations from the Grid on the performance of ...
Felix Heine, Matthias Hovestadt, Odej Kao, Achim S...
PAKDD
2004
ACM
131views Data Mining» more  PAKDD 2004»
14 years 3 months ago
Mining of Web-Page Visiting Patterns with Continuous-Time Markov Models
This paper presents a new prediction model for predicting when an online customer leaves a current page and which next Web page the customer will visit. The model can forecast the ...
Qiming Huang, Qiang Yang, Joshua Zhexue Huang, Mic...
FIDJI
2003
Springer
14 years 3 months ago
A Java-Based Uniform Workbench for Simulating and Executing Distributed Mobile Applications
Spontaneous multihop networks with high device mobility and frequent fluctuations are interesting platforms for future distributed applications. Because of the large number of mob...
Hannes Frey, Daniel Görgen, Johannes K. Lehne...
ICDM
2002
IEEE
153views Data Mining» more  ICDM 2002»
14 years 3 months ago
Generating an informative cover for association rules
Mining association rules may generate a large numbers of rules making the results hard to analyze manually. Pasquier et al. have discussed the generation of GuiguesDuquenne–Luxe...
Laurentiu Cristofor, Dan A. Simovici