Volume 8, supplement issue 2, May 2007
Probabilistic Modeling and Machine Learning in Structural and Systems Biology
- Issue editors
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- Samuel Kaski
- Juho Rousu
- Esko Ukkonen
12 articles in this issue
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Bayesian model-based inference of transcription factor activity
Authors
- Simon Rogers
- Raya Khanin
- Mark Girolami
- Content type: Research
- Open Access
- Published: 03 May 2007
- Article: S2
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Learning causal networks from systems biology time course data: an effective model selection procedure for the vector autoregressive process
Authors
- Rainer Opgen-Rhein
- Korbinian Strimmer
- Content type: Research
- Open Access
- Published: 03 May 2007
- Article: S3
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Inferring biological networks with output kernel trees
Authors (first, second and last of 4)
- Pierre Geurts
- Nizar Touleimat
- Florence d'Alché-Buc
- Content type: Research
- Open Access
- Published: 03 May 2007
- Article: S4
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Validating module network learning algorithms using simulated data
Authors (first, second and last of 11)
- Tom Michoel
- Steven Maere
- Yves Van de Peer
- Content type: Research
- Open Access
- Published: 03 May 2007
- Article: S5
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Robust imputation method for missing values in microarray data
Authors
- Dankyu Yoon
- Eun-Kyung Lee
- Taesung Park
- Content type: Research
- Open Access
- Published: 03 May 2007
- Article: S6
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Model order selection for bio-molecular data clustering
Authors
- Alberto Bertoni
- Giorgio Valentini
- Content type: Research
- Open Access
- Published: 03 May 2007
- Article: S7
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A novel Bayesian approach to quantify clinical variables and to determine their spectroscopic counterparts in 1H NMR metabonomic data
Authors (first, second and last of 9)
- Aki Vehtari
- Ville-Petteri Mäkinen
- Mika Ala-Korpela
- Content type: Research
- Open Access
- Published: 03 May 2007
- Article: S8
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Constrained hidden Markov models for population-based haplotyping
Authors (first, second and last of 5)
- Niels Landwehr
- Taneli Mielikäinen
- Heikki Mannila
- Content type: Research
- Open Access
- Published: 03 May 2007
- Article: S9
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Comparative analysis of long DNA sequences by per element information content using different contexts
Authors (first, second and last of 6)
- Trevor I Dix
- David R Powell
- Linda Stern
- Content type: Research
- Open Access
- Published: 03 May 2007
- Article: S10
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Methods for estimating human endogenous retrovirus activities from EST databases
Authors (first, second and last of 4)
- Merja Oja
- Jaakko Peltonen
- Samuel Kaski
- Content type: Research
- Open Access
- Published: 03 May 2007
- Article: S11
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Improved functional prediction of proteins by learning kernel combinations in multilabel settings
Authors
- Volker Roth
- Bernd Fischer
- Content type: Research
- Open Access
- Published: 03 May 2007
- Article: S12