Paola Sebastiani

According to our database, Paola Sebastiani authored at least 38 papers between 1996 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

nf-gwas-pipeline: A Nextflow Genome-Wide Association Study Pipeline.

Zeyuan Song, Anastasia Gurinovich, Anthony Federico, Stefano Monti, Paola Sebastiani

J. Open Source Softw., 2021

2020

A comparison of genetic imputation methods using Long Life Family Study genotypes and sequence data with the 1000 Genome reference panel.

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

Int. J. Bioinform. Res. Appl., 2020

2019

PopCluster: an algorithm to identify genetic variants with ethnicity-dependent effects.

Anastasia Gurinovich, Harold Bae, John J. Farrell, Stacy Andersen, Stefano Monti, Annibale Puca, Gil Atzmon, Nir Barzilai, Thomas T. Perls, Paola Sebastiani

Bioinform., 2019

2013

PleioGRiP: genetic risk prediction with pleiotropy.

Stephen W. Hartley, Paola Sebastiani

Bioinform., 2013

2012

Comparing Bowtie and BWA to Align Short Reads from a RNA-Seq Experiment.

Nuria Medina-Medina, A. Broka, Sean M. Lacey, Honghuang Lin, E. S. Klings, C. T. Baldwin, M. H. Steinberg, Paola Sebastiani

Proceedings of the 6th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2012

Intelligent Data Analysis of Human Genetic Data.

Paola Sebastiani

Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012

2010

Bayesian Networks.

Paola Sebastiani, María M. Abad-Grau, Marco Ramoni

Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

2009

Learning Bayesian Networks.

Marco Ramoni, Paola Sebastiani

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

2008

Evolution and challenges in the design of computational systems for triage assistance.

María M. Abad-Grau, Jorge S. Ierache, Claudio Cervino, Paola Sebastiani

J. Biomed. Informatics, 2008

Conditional clustering of temporal expression profiles.

Ling Wang, Monty A. Montano, Matt Rarick, Paola Sebastiani

BMC Bioinform., 2008

2007

Bayesian approaches to reverse engineer cellular systems: a simulation study on nonlinear Gaussian networks.

Fulvia Ferrazzi, Paola Sebastiani, Marco Ramoni, Riccardo Bellazzi

BMC Bioinform., 2007

Multivariate Imputation of Genotype Data Using Short and Long Range Disequilibrium.

María M. Abad-Grau, Paola Sebastiani

Proceedings of the Computer Aided Systems Theory, 2007

2006

Building chromosome-wide LD maps.

María M. Abad-Grau, Rosana Montes, Paola Sebastiani

Bioinform., 2006

Clustering Short Gene Expression Profiles.

Ling Wang, Marco Ramoni, Paola Sebastiani

Proceedings of the Research in Computational Molecular Biology, 2006

Bayesian Correction for SNP Ascertainment Bias.

María M. Abad-Grau, Paola Sebastiani

Proceedings of the Modeling Decisions for Artificial Intelligence, 2006

Dynamic Bayesian Networks in Modelling Cellular Systems: a Critical Appraisal on Simulated Data.

Fulvia Ferrazzi, Paola Sebastiani, Isaac S. Kohane, Marco Ramoni, Riccardo Bellazzi

Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

2005

Factors affecting automated syndromic surveillance.

Ling Wang, Marco Ramoni, Kenneth D. Mandl, Paola Sebastiani

Artif. Intell. Medicine, 2005

Bayesian Networks.

Paola Sebastiani, María M. Abad-Grau, Marco Ramoni

Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005

2004

Review Paper: Implementing Syndromic Surveillance: A Practical Guide Informed by the Early Experience.

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

J. Am. Medical Informatics Assoc., 2004

2003

Editorial: Methods in Functional Genomics.

Paola Sebastiani, Isaac S. Kohane, Marco Ramoni

Mach. Learn., 2003

Automated Detection of Influenza Epidemics with Hidden Markov Models.

Toni M. Rath, Maximo Carreras, Paola Sebastiani

Proceedings of the Advances in Intelligent Data Analysis V, 2003

2002

Bayesian Clustering by Dynamics.

Marco Ramoni, Paola Sebastiani, Paul R. Cohen

Mach. Learn., 2002

2001

Robust Learning with Missing Data.

Marco Ramoni, Paola Sebastiani

Mach. Learn., 2001

Robust Bayes classifiers.

Marco Ramoni, Paola Sebastiani

Artif. Intell., 2001

Sequence Learning via Bayesian Clustering by Dynamics.

Paola Sebastiani, Marco Ramoni, Paul R. Cohen

Proceedings of the Sequence Learning - Paradigms, Algorithms, and Applications, 2001

Clustering Continuous Time Series.

Paola Sebastiani, Marco Ramoni

Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001

2000

Profiling your Customers using Bayesian Networks.

Paola Sebastiani, Marco Ramoni, Alexander Crea

SIGKDD Explor., 2000

Unsupervised clustering of robot activities: a Bayesian approach.

Marco Ramoni, Paola Sebastiani, Paul R. Cohen

Proceedings of the Fourth International Conference on Autonomous Agents, 2000

Multivariate Clustering by Dynamics.

Marco Ramoni, Paola Sebastiani, Paul R. Cohen

Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1999

Discovering Dynamics Using Bayesian Clustering.

Paola Sebastiani, Marco Ramoni, Paul R. Cohen, John Warwick, James Davis

Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999

Model folding for data subject to nonresponse.

Paola Sebastiani, Marco Ramoni

Proceedings of the Seventh International Workshop on Artificial Intelligence and Statistics, 1999

Learning conditional probabilities from incomplete databases - An experimental comparison.

Marco Ramoni, Paola Sebastiani

Proceedings of the Seventh International Workshop on Artificial Intelligence and Statistics, 1999

1998

Parameter Estimation in Bayesian Networks from Incomplete Databases.

Marco Ramoni, Paola Sebastiani

Intell. Data Anal., 1998

Decision Theoretic Foundations of Graphical Model Selection.

Paola Sebastiani, Marco Ramoni

Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998

Induction of Graphical Models from Incomplete Samples.

Paola Sebastiani, Marco Ramoni

Proceedings of the COMPSTAT 1998, 1998

1997

Learning Bayesian Networks from Incomplete Databases.

Marco Ramoni, Paola Sebastiani

Proceedings of the UAI '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, 1997

The Use of Exogenous Knowledge to Learn Bayesian Networks from Incomplete Databases.

Marco Ramoni, Paola Sebastiani

Proceedings of the Advances in Intelligent Data Analysis, 1997

1996

On the Derivatives of Matrix Powers.

Paola Sebastiani

SIAM J. Matrix Anal. Appl., 1996