about
Local distance preservation in the GP-LVM through back constraintsElementary properties of CaV1.3 Ca(2+) channels expressed in mouse cochlear inner hair cells.TFInfer: a tool for probabilistic inference of transcription factor activities.Mining regulatory network connections by ranking transcription factor target genes using time series expression data.Inference of RNA polymerase II transcription dynamics from chromatin immunoprecipitation time course dataA reverse-engineering approach to dissect post-translational modulators of transcription factor's activity from transcriptional dataAccounting for probe-level noise in principal component analysis of microarray data.A simple approach to ranking differentially expressed gene expression time courses through Gaussian process regressionPropagating uncertainty in microarray data analysis.puma: a Bioconductor package for propagating uncertainty in microarray analysis.Model-based method for transcription factor target identification with limited data.Joint modelling of confounding factors and prominent genetic regulators provides increased accuracy in genetical genomics studies.Modeling meiotic chromosomes indicates a size dependent contribution of telomere clustering and chromosome rigidity to homologue juxtaposition.Warped linear mixed models for the genetic analysis of transformed phenotypes.Unravelling the enigma of selective vulnerability in neurodegeneration: motor neurons resistant to degeneration in ALS show distinct gene expression characteristics and decreased susceptibility to excitotoxicity.Hierarchical Bayesian modelling of gene expression time series across irregularly sampled replicates and clusters.Transcriptomic indices of fast and slow disease progression in two mouse models of amyotrophic lateral sclerosis.Metrics for Probabilistic GeometriesGenome-wide occupancy links Hoxa2 to Wnt-β-catenin signaling in mouse embryonic development.Genome-wide modeling of transcription kinetics reveals patterns of RNA production delays.Probabilistic inference of transcription factor concentrations and gene-specific regulatory activities.A tractable probabilistic model for Affymetrix probe-level analysis across multiple chips.Fast Nonparametric Clustering of Structured Time-Series.Identifying targets of multiple co-regulating transcription factors from expression time-series by Bayesian model comparison.Detecting regulatory gene-environment interactions with unmeasured environmental factors.Efficient Modeling of Latent Information in Supervised Learning using Gaussian ProcessesGaussian process modelling of latent chemical species: applications to inferring transcription factor activities.Linear latent force models using Gaussian processes.Consistent mapping of government malaria records across a changing territory delimitation.Linear Latent Force Models Using Gaussian Processes.A probabilistic model for the extraction of expression levels from oligonucleotide arrays.The Emergence of Organizing Structure in Conceptual Representation.Probe-level measurement error improves accuracy in detecting differential gene expression.A probabilistic dynamical model for quantitative inference of the regulatory mechanism of transcription.Reducing the variability in cDNA microarray image processing by Bayesian inference.tigre: Transcription factor inference through gaussian process reconstruction of expression for bioconductor.Detecting periodicities with Gaussian processesRanking of gene regulators through differential equations and Gaussian processesTopslam: Waddington Landscape Recovery for Single Cell ExperimentsA Top-Down Approach for a Synthetic Autobiographical Memory System
P50
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P50
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