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ORCIDPaola Sebastiani
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- affiliation: Boston University, USA
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2020 – today
- 2021
[j17]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): 2957 (2021)- 2020
- [j16]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): 59-84 (2020)
2010 – 2019
- 2019
- [j15]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): 3046-3054 (2019) - 2013
- [j14]Stephen W. Hartley, Paola Sebastiani:
PleioGRiP: genetic risk prediction with pleiotropy. Bioinform. 29(8): 1086-1088 (2013) - [i2]Paola Sebastiani, Marco Ramoni:
Decision Theoretic Foundations of Graphical Model Selection. CoRR abs/1301.7410 (2013) - [i1]Marco Ramoni, Paola Sebastiani:
Learning Bayesian Networks from Incomplete Databases. CoRR abs/1302.1565 (2013) - 2012
- [c19]Paola Sebastiani:
Intelligent Data Analysis of Human Genetic Data. IDA 2012: 2-6 - [c18]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: 197-207 - 2010
- [p2]Paola Sebastiani, María M. Abad-Grau, Marco Ramoni:
Bayesian Networks. Data Mining and Knowledge Discovery Handbook 2010: 175-208
2000 – 2009
- 2009
- [r1]Marco Ramoni, Paola Sebastiani:
Learning Bayesian Networks. Encyclopedia of Data Warehousing and Mining 2009: 1124-1128 - 2008
- [j13]Ling Wang, Monty A. Montano, Matt Rarick, Paola Sebastiani:
Conditional clustering of temporal expression profiles. BMC Bioinform. 9 (2008) - [j12]María M. Abad-Grau, Jorge S. Ierache, Claudio Cervino, Paola Sebastiani:
Evolution and challenges in the design of computational systems for triage assistance. J. Biomed. Informatics 41(3): 432-441 (2008) - 2007
- [j11]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) - [c17]María M. Abad-Grau, Paola Sebastiani:
Multivariate Imputation of Genotype Data Using Short and Long Range Disequilibrium. EUROCAST 2007: 187-194 - 2006
- [j10]María M. Abad-Grau, Rosana Montes, Paola Sebastiani:
Building chromosome-wide LD maps. Bioinform. 22(16): 1933-1934 (2006) - [c16]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: 544-549 - [c15]María M. Abad-Grau, Paola Sebastiani:
Bayesian Correction for SNP Ascertainment Bias. MDAI 2006: 262-273 - [c14]Ling Wang, Marco Ramoni, Paola Sebastiani:
Clustering Short Gene Expression Profiles. RECOMB 2006: 60-68 - 2005
- [j9]Ling Wang, Marco Ramoni, Kenneth D. Mandl, Paola Sebastiani:
Factors affecting automated syndromic surveillance. Artif. Intell. Medicine 34(3): 269-278 (2005) - [p1]Paola Sebastiani, María M. Abad-Grau, Marco Ramoni:
Bayesian Networks. The Data Mining and Knowledge Discovery Handbook 2005: 193-230 - 2004
- [j8]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): 141-150 (2004) - 2003
- [j7]Paola Sebastiani, Isaac S. Kohane, Marco Ramoni:
Editorial: Methods in Functional Genomics. Mach. Learn. 52(1-2): 5-9 (2003) - [c13]Toni M. Rath, Maximo Carreras, Paola Sebastiani:
Automated Detection of Influenza Epidemics with Hidden Markov Models. IDA 2003: 521-532 - 2002
- [j6]Marco Ramoni, Paola Sebastiani, Paul R. Cohen:
Bayesian Clustering by Dynamics. Mach. Learn. 47(1): 91-121 (2002) - 2001
- [j5]Marco Ramoni, Paola Sebastiani:
Robust Bayes classifiers. Artif. Intell. 125(1-2): 209-226 (2001) - [j4]Marco Ramoni, Paola Sebastiani:
Robust Learning with Missing Data. Mach. Learn. 45(2): 147-170 (2001) - [c12]Paola Sebastiani, Marco Ramoni:
Clustering Continuous Time Series. ICML 2001: 497-504 - [c11]Paola Sebastiani, Marco Ramoni, Paul R. Cohen:
Sequence Learning via Bayesian Clustering by Dynamics. Sequence Learning 2001: 11-34 - 2000
- [j3]Paola Sebastiani, Marco Ramoni, Alexander Crea:
Profiling your Customers using Bayesian Networks. SIGKDD Explor. 1(2): 91-96 (2000) - [c10]Marco Ramoni, Paola Sebastiani, Paul R. Cohen:
Multivariate Clustering by Dynamics. AAAI/IAAI 2000: 633-638 - [c9]Marco Ramoni, Paola Sebastiani, Paul R. Cohen:
Unsupervised clustering of robot activities: a Bayesian approach. Agents 2000: 134-135
1990 – 1999
- 1999
- [c8]Marco Ramoni, Paola Sebastiani:
Learning conditional probabilities from incomplete databases - An experimental comparison. AISTATS 1999 - [c7]Paola Sebastiani, Marco Ramoni:
Model folding for data subject to nonresponse. AISTATS 1999 - [c6]Paola Sebastiani, Marco Ramoni, Paul R. Cohen, John Warwick, James Davis:
Discovering Dynamics Using Bayesian Clustering. IDA 1999: 199-210 - 1998
- [j2]Marco Ramoni, Paola Sebastiani:
Parameter Estimation in Bayesian Networks from Incomplete Databases. Intell. Data Anal. 2(1-4): 139-160 (1998) - [c5]Paola Sebastiani, Marco Ramoni:
Induction of Graphical Models from Incomplete Samples. COMPSTAT 1998: 449-454 - [c4]Paola Sebastiani, Marco Ramoni:
Decision Theoretic Foundations of Graphical Model Selection. UAI 1998: 464-471 - 1997
- [c3]Marco Ramoni, Paola Sebastiani:
Robust Parameter Learning in Bayesian Networks with Missing Data. AISTATS 1997: 399-406 - [c2]Marco Ramoni, Paola Sebastiani:
The Use of Exogenous Knowledge to Learn Bayesian Networks from Incomplete Databases. IDA 1997: 537-548 - [c1]Marco Ramoni, Paola Sebastiani:
Learning Bayesian Networks from Incomplete Databases. UAI 1997: 401-408 - 1996
- [j1]Paola Sebastiani:
On the Derivatives of Matrix Powers. SIAM J. Matrix Anal. Appl. 17(3): 640-648 (1996)
Coauthor Index
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