Paola Sebastiani

Publication Activity (10 Years)

Years Active: 1996-2021
Publications (10 Years): 3

Top Topics

Reference Genome

Learning Bayesian Networks

Intelligent Data Analysis

Decision Theoretic

Top Venues

Publications

Zeyuan Song, Anastasia Gurinovich, Anthony Federico, Stefano Monti, Paola Sebastiani
nf-gwas-pipeline: A Nextflow Genome-Wide Association Study Pipeline. J. Open Source Softw. 6 (59) (2021)
Aldi T. Kraja, E. Warwick Daw, Petra Lenzini, Lihua Wang, Shiow J. Lin, Christine A. Williams, Alan B. Wells, Kathryn L. Lunetta, Joanne M. Murabito, Paola Sebastiani, Giuseppe Tosto, Sandra Barral, Ryan L. Minster, Anatoly Yashin, Thomas Perls, Michael A. Province
A comparison of genetic imputation methods using Long Life Family Study genotypes and sequence data with the 1000 Genome reference panel. Int. J. Bioinform. Res. Appl. 16 (1) (2020)
Anastasia Gurinovich, Harold Bae, John J. Farrell, Stacy Andersen, Stefano Monti, Annibale Puca, Gil Atzmon, Nir Barzilai, Thomas T. Perls, Paola Sebastiani
PopCluster: an algorithm to identify genetic variants with ethnicity-dependent effects. Bioinform. 35 (17) (2019)
Stephen W. Hartley, Paola Sebastiani
PleioGRiP: genetic risk prediction with pleiotropy. Bioinform. 29 (8) (2013)
Marco Ramoni, Paola Sebastiani
Learning Bayesian Networks from Incomplete Databases CoRR (2013)
Paola Sebastiani, Marco Ramoni
Decision Theoretic Foundations of Graphical Model Selection CoRR (2013)
Nuria Medina-Medina, A. Broka, Sean M. Lacey, Honghuang Lin, E. S. Klings, C. T. Baldwin, M. H. Steinberg, Paola Sebastiani
Comparing Bowtie and BWA to Align Short Reads from a RNA-Seq Experiment. PACBB (2012)
Paola Sebastiani
Intelligent Data Analysis of Human Genetic Data. IDA (2012)
Ling Wang, Monty A. Montano, Matt Rarick, Paola Sebastiani
Conditional clustering of temporal expression profiles. BMC Bioinform. 9 (2008)
María M. Abad-Grau, Jorge Ierache, Claudio Cervino, Paola Sebastiani
Evolution and challenges in the design of computational systems for triage assistance. J. Biomed. Informatics 41 (3) (2008)
María M. Abad-Grau, Paola Sebastiani
Multivariate Imputation of Genotype Data Using Short and Long Range Disequilibrium. EUROCAST (2007)
Fulvia Ferrazzi, Paola Sebastiani, Marco Ramoni, Riccardo Bellazzi
Bayesian approaches to reverse engineer cellular systems: a simulation study on nonlinear Gaussian networks. BMC Bioinform. 8 (S-5) (2007)
María M. Abad-Grau, Paola Sebastiani
Bayesian Correction for SNP Ascertainment Bias. MDAI (2006)
María M. Abad-Grau, Rosana Montes, Paola Sebastiani
Building chromosome-wide LD maps. Bioinform. 22 (16) (2006)
Ling Wang, Marco Ramoni, Paola Sebastiani
Clustering Short Gene Expression Profiles. RECOMB (2006)
Fulvia Ferrazzi, Paola Sebastiani, Isaac S. Kohane, Marco Ramoni, Riccardo Bellazzi
Dynamic Bayesian Networks in Modelling Cellular Systems: a Critical Appraisal on Simulated Data. CBMS (2006)
Ling Wang, Marco Ramoni, Kenneth D. Mandl, Paola Sebastiani
Factors affecting automated syndromic surveillance. Artif. Intell. Medicine 34 (3) (2005)
Kenneth D. Mandl, J. Marc Overhage, Michael M. Wagner, William B. Lober, Paola Sebastiani, Farzad Mostashari, Julie A. Pavlin, Per H. Gesteland, Tracee Treadwell, Eileen Koski, Lori Hutwagner, David L. Buckeridge, Raymond D. Aller, Shaun J. Grannis
Review Paper: Implementing Syndromic Surveillance: A Practical Guide Informed by the Early Experience. J. Am. Medical Informatics Assoc. 11 (2) (2004)
Paola Sebastiani, Isaac S. Kohane, Marco Ramoni
Editorial: Methods in Functional Genomics. Mach. Learn. 52 (1-2) (2003)
Toni M. Rath, Maximo Carreras, Paola Sebastiani
Automated Detection of Influenza Epidemics with Hidden Markov Models. IDA (2003)
Marco Ramoni, Paola Sebastiani, Paul R. Cohen
Bayesian Clustering by Dynamics. Mach. Learn. 47 (1) (2002)
Marco Ramoni, Paola Sebastiani
Robust Learning with Missing Data. Mach. Learn. 45 (2) (2001)
Paola Sebastiani, Marco Ramoni
Clustering Continuous Time Series. ICML (2001)
Marco Ramoni, Paola Sebastiani
Robust Bayes classifiers. Artif. Intell. 125 (1-2) (2001)
Paola Sebastiani, Marco Ramoni, Paul R. Cohen
Sequence Learning via Bayesian Clustering by Dynamics. Sequence Learning (2001)
Marco Ramoni, Paola Sebastiani, Paul R. Cohen
Unsupervised clustering of robot activities: a Bayesian approach. Agents (2000)
Paola Sebastiani, Marco Ramoni, Alexander Crea
Profiling your Customers using Bayesian Networks. SIGKDD Explor. 1 (2) (2000)
Marco Ramoni, Paola Sebastiani, Paul R. Cohen
Multivariate Clustering by Dynamics. AAAI/IAAI (2000)
Marco Ramoni, Paola Sebastiani
Learning conditional probabilities from incomplete databases - An experimental comparison. AISTATS (1999)
Paola Sebastiani, Marco Ramoni
Model folding for data subject to nonresponse. AISTATS (1999)
Paola Sebastiani, Marco Ramoni, Paul R. Cohen, John Warwick, James Davis
Discovering Dynamics Using Bayesian Clustering. IDA (1999)
Marco Ramoni, Paola Sebastiani
Parameter Estimation in Bayesian Networks from Incomplete Databases. Intell. Data Anal. 2 (1-4) (1998)
Paola Sebastiani, Marco Ramoni
Decision Theoretic Foundations of Graphical Model Selection. UAI (1998)
Paola Sebastiani, Marco Ramoni
Induction of Graphical Models from Incomplete Samples. COMPSTAT (1998)
Marco Ramoni, Paola Sebastiani
Learning Bayesian Networks from Incomplete Databases. UAI (1997)
Marco Ramoni, Paola Sebastiani
The Use of Exogenous Knowledge to Learn Bayesian Networks from Incomplete Databases. IDA (1997)
Paola Sebastiani
On the Derivatives of Matrix Powers. SIAM J. Matrix Anal. Appl. 17 (3) (1996)