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ICML
2009
IEEE
16 years 3 months ago
Detecting the direction of causal time series
We propose a method that detects the true direction of time series, by fitting an autoregressive moving average model to the data. Whenever the noise is independent of the previou...
Arthur Gretton, Bernhard Schölkopf, Dominik J...
WWW
2003
ACM
16 years 2 months ago
Agent-based semantic web services
The Web Services world consists of loosely-coupled distributed systems which adapt to ad-hoc changes by the use of service descriptions that enable opportunistic service discovery...
Nicholas Gibbins, Stephen Harris, Nigel Shadbolt
KDD
2009
ACM
170views Data Mining» more  KDD 2009»
16 years 2 months ago
Genre-based decomposition of email class noise
Corruption of data by class-label noise is an important practical concern impacting many classification problems. Studies of data cleaning techniques often assume a uniform label ...
Aleksander Kolcz, Gordon V. Cormack
ICSE
2009
IEEE-ACM
15 years 9 months ago
ITACA: An integrated toolbox for the automatic composition and adaptation of Web services
Adaptation is of utmost importance in systems developed by assembling reusable software services accessed through their public interfaces. This process aims at solving, as automat...
Javier Cámara, José Antonio Mart&iac...
CIDM
2009
IEEE
15 years 9 months ago
A new hybrid method for Bayesian network learning With dependency constraints
Abstract— A Bayes net has qualitative and quantitative aspects: The qualitative aspect is its graphical structure that corresponds to correlations among the variables in the Baye...
Oliver Schulte, Gustavo Frigo, Russell Greiner, We...
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