Paola Sebastiani

42 papers A* 1A 5B 7Misc 1Journal 20Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Integrative analysis across metagenomic taxonomic classifiers: A case study of the gut microbiome in aging and longevity in the Integrative Longevity Omics Study. PLoS Comput. Biol. Tanya T. Karagiannis, Ye Chen, Sarah Bald, Albert Tai, Eric R. Reed, Sofiya Milman, Stacy Andersen, Thomas T. Perls, Daniel Segrè, Paola Sebastiani, Meghan I. Short
2021	J	`jnl`	nf-gwas-pipeline: A Nextflow Genome-Wide Association Study Pipeline. J. Open Source Softw. Zeyuan Song, Anastasia Gurinovich, Anthony Federico, Stefano Monti, Paola Sebastiani
2020	J	`jnl`	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. 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
2019	J	`jnl`	PopCluster: an algorithm to identify genetic variants with ethnicity-dependent effects. Bioinform. Anastasia Gurinovich, Harold Bae, John J. Farrell, Stacy Andersen, Stefano Monti, Annibale Puca, Gil Atzmon, Nir Barzilai, Thomas T. Perls, Paola Sebastiani
2013	J	`jnl`	Decision Theoretic Foundations of Graphical Model Selection CoRR Paola Sebastiani, Marco Ramoni
2013	J	`jnl`	Learning Bayesian Networks from Incomplete Databases CoRR Marco Ramoni, Paola Sebastiani
2013	J	`jnl`	PleioGRiP: genetic risk prediction with pleiotropy. Bioinform. Stephen W. Hartley, Paola Sebastiani
2012	Misc	`conf`	Comparing Bowtie and BWA to Align Short Reads from a RNA-Seq Experiment. PACBB Nuria Medina-Medina, A. Broka, Sean M. Lacey, Honghuang Lin, E. S. Klings, C. T. Baldwin, M. H. Steinberg, Paola Sebastiani
2012	B	`conf`	Intelligent Data Analysis of Human Genetic Data. IDA Paola Sebastiani
2010	—	`ch.`	Bayesian Networks. Data Mining and Knowledge Discovery Handbook Paola Sebastiani, María M. Abad-Grau, Marco Ramoni
2009	—	`ch.`	Learning Bayesian Networks. Encyclopedia of Data Warehousing and Mining Marco Ramoni, Paola Sebastiani
2008	J	`jnl`	Conditional clustering of temporal expression profiles. BMC Bioinform. Ling Wang, Monty A. Montano, Matt Rarick, Paola Sebastiani
2008	J	`jnl`	Evolution and challenges in the design of computational systems for triage assistance. J. Biomed. Informatics María M. Abad-Grau, Jorge S. Ierache, Claudio Cervino, Paola Sebastiani
2007	J	`jnl`	Bayesian approaches to reverse engineer cellular systems: a simulation study on nonlinear Gaussian networks. BMC Bioinform. Fulvia Ferrazzi, Paola Sebastiani, Marco Ramoni, Riccardo Bellazzi
2007	—	`conf`	Multivariate Imputation of Genotype Data Using Short and Long Range Disequilibrium. EUROCAST María M. Abad-Grau, Paola Sebastiani
2006	B	`conf`	Bayesian Correction for SNP Ascertainment Bias. MDAI María M. Abad-Grau, Paola Sebastiani
2006	J	`jnl`	Building chromosome-wide LD maps. Bioinform. María M. Abad-Grau, Rosana Montes, Paola Sebastiani
2006	B	`conf`	Clustering Short Gene Expression Profiles. RECOMB Ling Wang, Marco Ramoni, Paola Sebastiani
2006	B	`conf`	Dynamic Bayesian Networks in Modelling Cellular Systems: a Critical Appraisal on Simulated Data. CBMS Fulvia Ferrazzi, Paola Sebastiani, Isaac S. Kohane, Marco Ramoni, Riccardo Bellazzi
2005	—	`ch.`	Bayesian Networks. The Data Mining and Knowledge Discovery Handbook Paola Sebastiani, María M. Abad-Grau, Marco Ramoni
2005	J	`jnl`	Factors affecting automated syndromic surveillance. Artif. Intell. Medicine Ling Wang, Marco Ramoni, Kenneth D. Mandl, Paola Sebastiani
2004	J	`jnl`	Review Paper: Implementing Syndromic Surveillance: A Practical Guide Informed by the Early Experience. J. Am. Medical Informatics Assoc. 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
2003	B	`conf`	Automated Detection of Influenza Epidemics with Hidden Markov Models. IDA Toni M. Rath, Maximo Carreras, Paola Sebastiani
2003	J	`jnl`	Editorial: Methods in Functional Genomics. Mach. Learn. Paola Sebastiani, Isaac S. Kohane, Marco Ramoni
2002	J	`jnl`	Bayesian Clustering by Dynamics. Mach. Learn. Marco Ramoni, Paola Sebastiani, Paul R. Cohen
2001	A*	`conf`	Clustering Continuous Time Series. ICML Paola Sebastiani, Marco Ramoni
2001	J	`jnl`	Robust Bayes classifiers. Artif. Intell. Marco Ramoni, Paola Sebastiani
2001	J	`jnl`	Robust Learning with Missing Data. Mach. Learn. Marco Ramoni, Paola Sebastiani
2001	—	`conf`	Sequence Learning via Bayesian Clustering by Dynamics. Sequence Learning Paola Sebastiani, Marco Ramoni, Paul R. Cohen
2000	—	`conf`	Multivariate Clustering by Dynamics. AAAI/IAAI Marco Ramoni, Paola Sebastiani, Paul R. Cohen
2000	J	`jnl`	Profiling your Customers using Bayesian Networks. SIGKDD Explor. Paola Sebastiani, Marco Ramoni, Alexander Crea
2000	—	`conf`	Unsupervised clustering of robot activities: a Bayesian approach. Agents Marco Ramoni, Paola Sebastiani, Paul R. Cohen
1999	B	`conf`	Discovering Dynamics Using Bayesian Clustering. IDA Paola Sebastiani, Marco Ramoni, Paul R. Cohen, John Warwick, James Davis
1999	A	`conf`	Learning conditional probabilities from incomplete databases - An experimental comparison. AISTATS Marco Ramoni, Paola Sebastiani
1999	A	`conf`	Model folding for data subject to nonresponse. AISTATS Paola Sebastiani, Marco Ramoni
1998	A	`conf`	Decision Theoretic Foundations of Graphical Model Selection. UAI Paola Sebastiani, Marco Ramoni
1998	—	`conf`	Induction of Graphical Models from Incomplete Samples. COMPSTAT Paola Sebastiani, Marco Ramoni
1998	J	`jnl`	Parameter Estimation in Bayesian Networks from Incomplete Databases. Intell. Data Anal. Marco Ramoni, Paola Sebastiani
1997	A	`conf`	Learning Bayesian Networks from Incomplete Databases. UAI Marco Ramoni, Paola Sebastiani
1997	A	`conf`	Robust Parameter Learning in Bayesian Networks with Missing Data. AISTATS Marco Ramoni, Paola Sebastiani
1997	B	`conf`	The Use of Exogenous Knowledge to Learn Bayesian Networks from Incomplete Databases. IDA Marco Ramoni, Paola Sebastiani
1996	J	`jnl`	On the Derivatives of Matrix Powers. SIAM J. Matrix Anal. Appl. Paola Sebastiani