Marina Vannucci

According to our database1, Marina Vannucci authored at least 27 papers between 2000 and 2017.

Collaborative distances :
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




A Bayesian mixture model for clustering and selection of feature occurrence rates under mean constraints.
Statistical Analysis and Data Mining, 2017

Bayesian variable selection for a semi-competing risks model with three hazard functions.
Computational Statistics & Data Analysis, 2017

An integrative Bayesian Dirichlet-multinomial regression model for the analysis of taxonomic abundances in microbiome data.
BMC Bioinformatics, 2017

A Network Biology Approach Identifies Molecular Cross-Talk between Normal Prostate Epithelial and Prostate Carcinoma Cells.
PLoS Computational Biology, 2016

Time-dependence of graph theory metrics in functional connectivity analysis.
NeuroImage, 2016

Non-parametric Sampling Approximation via Voronoi Tessellations.
Communications in Statistics - Simulation and Computation, 2016

KScons: a Bayesian approach for protein residue contact prediction using the knob-socket model of protein tertiary structure.
Bioinformatics, 2016

A spatio-temporal nonparametric Bayesian variable selection model of fMRI data for clustering correlated time courses.
NeuroImage, 2014

Regularized partial least squares with an application to NMR spectroscopy.
Statistical Analysis and Data Mining, 2013

Understanding the general packing rearrangements required for successful template based modeling of protein structure from a CASP experiment.
Computational Biology and Chemistry, 2013

A systems biology approach reveals common metastatic pathways in osteosarcoma.
BMC Systems Biology, 2012

Near-Native Protein Loop Sampling Using Nonparametric Density Estimation Accommodating Sparcity.
PLoS Computational Biology, 2011

An efficient stochastic search for Bayesian variable selection with high-dimensional correlated predictors.
Computational Statistics & Data Analysis, 2011

Variable selection for discriminant analysis with Markov random field priors for the analysis of microarray data.
Bioinformatics, 2011

Biosensor Approach to Psychopathology Classification.
PLoS Computational Biology, 2010

Characterizing the regularity of tetrahedral packing motifs in protein tertiary structure.
Bioinformatics, 2010

Comparison of algorithms for pre-processing of SELDI-TOF mass spectrometry data.
Bioinformatics, 2008

Detecting protein dissimilarities in multiple alignments using Bayesian variable selection.
Bioinformatics, 2007

Wavelet Methods for the Detection of Anomalies and their Application to Network Traffic Analysis.
Quality and Reliability Eng. Int., 2006

Bayesian variable selection for the analysis of microarray data with censored outcomes.
Bioinformatics, 2006

Wavelet tests for the detection of transients in the VIRGO interferometric gravitational wave detector.
IEEE Trans. Instrumentation and Measurement, 2005

Identification of DNA regulatory motifs using Bayesian variable selection.
Bioinformatics, 2004

Detecting Traffic Anomalies through Aggregate Analysis of Packet Header Data.
Proceedings of the NETWORKING 2004, 2004

Detecting Traffic Anomalies Using Discrete Wavelet Transform.
Proceedings of the Information Networking, 2004

Gene selection: a Bayesian variable selection approach.
Bioinformatics, 2003

Wavelet change-point prediction of transmembrane proteins.
Bioinformatics, 2000

Finding pathogenicity islands and gene transfer events in genome data.
Bioinformatics, 2000