Marina Vannucci

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 13

Top Topics

Variable Selection

Top Venues

Stat. Anal. Data Min.

Publications

Federica Zoe Ricci, Erik B. Sudderth, Jaylen Lee, Megan A. K. Peters, Marina Vannucci, Michele Guindani
Bayesian temporal biclustering with applications to multi-subject neuroscience studies. CoRR (2024)
Chunshan Liu, Daniel R. Kowal, Marina Vannucci
Dynamic and robust Bayesian graphical models. Stat. Comput. 32 (6) (2022)
Nathan Osborne, Christine B. Peterson, Marina Vannucci
Latent Network Estimation and Variable Selection for Compositional Data Via Variational EM. J. Comput. Graph. Stat. 31 (1) (2022)
Jeong Hwan Kook, Kelly A. Vaughn, Dana M. DeMaster, Linda Ewing-Cobbs, Marina Vannucci
BVAR-Connect: A Variational Bayes Approach to Multi-Subject Vector Autoregressive Models for Inference on Brain Connectivity Networks. Neuroinformatics 19 (1) (2021)
Matthew D. Koslovsky, Marina Vannucci
MicroBVS: Dirichlet-tree multinomial regression models with Bayesian variable selection - an R package. BMC Bioinform. 21 (1) (2020)
Matthew D. Koslovsky, Marina Vannucci
Correction to: MicroBVS: Dirichlet-tree multinomial regression models with Bayesian variable selection - an R package. BMC Bioinform. 21 (1) (2020)
Andrew G. Chapple, Marina Vannucci, Peter F. Thall, Steven Lin
Bayesian variable selection for a semi-competing risks model with three hazard functions. Comput. Stat. Data Anal. 112 (2017)
W. Duncan Wadsworth, Raffaele Argiento, Michele Guindani, Jessica Galloway-Pena, Samuel A. Shelburne, Marina Vannucci
An integrative Bayesian Dirichlet-multinomial regression model for the analysis of taxonomic abundances in microbiome data. BMC Bioinform. 18 (1) (2017)
Qiwei Li, Michele Guindani, Brian J. Reich, Howard D. Bondell, Marina Vannucci
A Bayesian mixture model for clustering and selection of feature occurrence rates under mean constraints. Stat. Anal. Data Min. 10 (6) (2017)
Alejandro Villagran, Gabriel Huerta, Marina Vannucci, Charles S. Jackson, Alvaro Nosedal
Non-parametric Sampling Approximation via Voronoi Tessellations. Commun. Stat. Simul. Comput. 45 (2) (2016)
Victor Trevino, Alberto Cassese, Zsuzsanna Nagy, Xiaodong Zhuang, John M. Herbert, Philipp Antzack, Kim Clarke, Nicholas Davies, Ayesha Rahman, Moray J. Campbell, Michele Guindani, Roy Bicknell, Marina Vannucci, Francesco Falciani
A Network Biology Approach Identifies Molecular Cross-Talk between Normal Prostate Epithelial and Prostate Carcinoma Cells. PLoS Comput. Biol. 12 (4) (2016)
Sharon Chiang, Alberto Cassese, Michele Guindani, Marina Vannucci, Hsiang J. Yeh, Zulfi Haneef, John M. Stern
Time-dependence of graph theory metrics in functional connectivity analysis. NeuroImage 125 (2016)
Qiwei Li, David B. Dahl, Marina Vannucci, Hyun Joo, Jerry W. Tsai
KScons: a Bayesian approach for protein residue contact prediction using the knob-socket model of protein tertiary structure. Bioinform. 32 (24) (2016)
Linlin Zhang, Michele Guindani, Francesco Versace, Marina Vannucci
A spatio-temporal nonparametric Bayesian variable selection model of fMRI data for clustering correlated time courses. NeuroImage 95 (2014)
Ryan Day, Hyun Joo, Archana G. Chavan, Kristin P. Lennox, Yian Ann Chen, David B. Dahl, Marina Vannucci, Jerry W. Tsai
Understanding the general packing rearrangements required for successful template based modeling of protein structure from a CASP experiment. Comput. Biol. Chem. 42 (2013)
Genevera I. Allen, Christine B. Peterson, Marina Vannucci, Mirjana Maletic-Savatic
Regularized partial least squares with an application to NMR spectroscopy. Stat. Anal. Data Min. 6 (4) (2013)
Ricardo J. Flores, Yiting Li, Alexander Yu, Jianhe Shen, Pulivarthi H. Rao, Serrine S. Lau, Marina Vannucci, Ching C. Lau, Tsz-Kwong Man
A systems biology approach reveals common metastatic pathways in osteosarcoma. BMC Syst. Biol. 6 (2012)
Deukwoo Kwon, Maria Teresa Landi, Marina Vannucci, Haleem J. Issaq, DaRue Prieto, Ruth M. Pfeiffer
An efficient stochastic search for Bayesian variable selection with high-dimensional correlated predictors. Comput. Stat. Data Anal. 55 (10) (2011)
Hyun Joo, Archana G. Chavan, Ryan Day, Kristin P. Lennox, Paul Sukhanov, David B. Dahl, Marina Vannucci, Jerry W. Tsai
Near-Native Protein Loop Sampling Using Nonparametric Density Estimation Accommodating Sparcity. PLoS Comput. Biol. 7 (10) (2011)
Francesco C. Stingo, Marina Vannucci
Variable selection for discriminant analysis with Markov random field priors for the analysis of microarray data. Bioinform. 27 (4) (2011)
Ryan Day, Kristin P. Lennox, David B. Dahl, Marina Vannucci, Jerry W. Tsai
Characterizing the regularity of tetrahedral packing motifs in protein tertiary structure. Bioinform. 26 (24) (2010)
Misha Koshelev, Terry Lohrenz, Marina Vannucci, P. Read Montague
Biosensor Approach to Psychopathology Classification. PLoS Comput. Biol. 6 (10) (2010)
Alejandro Cruz-Marcelo, Rudy Guerra, Marina Vannucci, Yiting Li, Ching C. Lau, Tsz-Kwong Man
Comparison of algorithms for pre-processing of SELDI-TOF mass spectrometry data. Bioinform. 24 (19) (2008)
Sinae Kim, Jerry W. Tsai, Ioannis Kagiampakis, Patricia LiWang, Marina Vannucci
Detecting protein dissimilarities in multiple alignments using Bayesian variable selection. Bioinform. 23 (2) (2007)
Naijun Sha, Mahlet G. Tadesse, Marina Vannucci
Bayesian variable selection for the analysis of microarray data with censored outcomes. Bioinform. 22 (18) (2006)
Deukwoo Kwon, Kyungduk Ko, Marina Vannucci, A. L. Narasimha Reddy, S. Kim
Wavelet Methods for the Detection of Anomalies and their Application to Network Traffic Analysis. Qual. Reliab. Eng. Int. 22 (8) (2006)
Kyungduk Ko, Marina Vannucci
Bayesian Wavelet-Based Methods for the Detection of Multiple Changes of the Long Memory Parameter. IEEE Trans. Signal Process. 54 (11) (2006)
Leonardo Fabbroni, Marina Vannucci, Elena Cuoco, Giovanni Losurdo, Massimo Mazzoni, Ruggero Stanga
Wavelet tests for the detection of transients in the VIRGO interferometric gravitational wave detector. IEEE Trans. Instrum. Meas. 54 (1) (2005)
Seong Soo Kim, A. L. Narasimha Reddy, Marina Vannucci
Detecting Traffic Anomalies through Aggregate Analysis of Packet Header Data. NETWORKING (2004)
Mahlet G. Tadesse, Marina Vannucci, Pietro Liò
Identification of DNA regulatory motifs using Bayesian variable selection. Bioinform. 20 (16) (2004)
Seong Soo Kim, A. L. Narasimha Reddy, Marina Vannucci
Detecting Traffic Anomalies Using Discrete Wavelet Transform. ICOIN (2004)
Kyeong Eun Lee, Naijun Sha, Edward R. Dougherty, Marina Vannucci, Bani K. Mallick
Gene selection: a Bayesian variable selection approach. Bioinform. 19 (1) (2003)
Pietro Liò, Marina Vannucci
Finding pathogenicity islands and gene transfer events in genome data. Bioinform. 16 (10) (2000)
Pietro Liò, Marina Vannucci
Wavelet change-point prediction of transmembrane proteins. Bioinform. 16 (4) (2000)