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Peter Sykacek

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2003
12EES. N. Mukherjee, Stephen J. Roberts, Peter Sykacek, Sarah J. Gurr: Gene ranking using bootstrapped P-values. SIGKDD Explorations 5(2): 16-22 (2003)
2002
11EEPeter Sykacek, Stephen J. Roberts: Adaptive Classification by Variational Kalman Filtering. NIPS 2002: 737-744
10EEArthur Flexer, Georg Dorffner, Peter Sykacek, Iead Rezek: An Automatic, Continuous and Probabilistic Sleep Stager Based on a Hidden Markov Model. Applied Artificial Intelligence 16(3): 199-207 (2002)
9EEPeter Sykacek, Georg Dorffner, Peter Rappelsberger, Josef Zeitlhofer: Improving Biosignal Processing through Modeling Uncertainty: Bayes vs. Non-Bayes in Sleep Staging. Applied Artificial Intelligence 16(5): 395-421 (2002)
2001
8EEPeter Sykacek, Stephen J. Roberts, Iead Rezek, Arthur Flexer, Georg Dorffner: A Probabilistic Approach to High-Resolution Sleep Analysis. ICANN 2001: 617-624
7EEPeter Sykacek, Stephen J. Roberts: Bayesian time series classification. NIPS 2001: 937-944
2000
6EEArthur Flexer, Peter Sykacek, Georg Dorffner, Iead Rezek: Using Hidden Markov Models to Build an Automatic, Continuous and Probabilistic Sleep Stager. IJCNN (3) 2000: 627-631
1999
5EEPeter Sykacek: On Input Selection with Reversible Jump Markov Chain Monte Carlo Sampling. NIPS 1999: 638-644
1998
4 Nello Cristianini, John Shawe-Taylor, Peter Sykacek: Bayesian Classifiers Are Large Margin Hyperplanes in a Hilbert Space. ICML 1998: 109-117
3 Peter Sykacek: Outliers and Bayesian Inference. NC 1998: 973-978
1997
2 Peter Sykacek: Equivalent error bars for neural network classifiers trained by Bayesian inference. ESANN 1997
1 Peter Sykacek, Georg Dorffner, Peter Rappelsberger, Josef Zeitlhofer: Experiences with Bayesian Learning in a Real World Application. NIPS 1997

Coauthor Index

1Nello Cristianini [4]
2Georg Dorffner [1] [6] [8] [9] [10]
3Arthur Flexer [6] [8] [10]
4Sarah J. Gurr [12]
5S. N. Mukherjee [12]
6Peter Rappelsberger [1] [9]
7Iead Rezek [6] [8] [10]
8Stephen J. Roberts [7] [8] [11] [12]
9John Shawe-Taylor [4]
10Josef Zeitlhofer [1] [9]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)