Robert Castelo

According to our database, Robert Castelo authored at least 21 papers between 2000 and 2024.

Collaborative distances:

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

2024

Learning and teaching biological data science in the Bioconductor community.

Jenny Drnevich, Frederick J. Tan, Fabricio Almeida-Silva, Robert Castelo, Aedín C. Culhane, Sean Davis, Maria A. Doyle, Susan Holmes, Leo Lahti, Alexandru Mahmoud, Kozo Nishida, Marcel Ramos, Kevin C. Rue-Albrecht, David J. H. Shih, Laurent Gatto, Charlotte Soneson

CoRR, 2024

2018

GenomicScores: seamless access to genomewide position-specific scores from R and Bioconductor.

Pau Puigdevall, Robert Castelo

Bioinform., 2018

Differential networking with path weights in Gaussian trees.

Alberto Roverato, Robert Castelo

Proceedings of the International Conference on Probabilistic Graphical Models, 2018

2016

Public data and open source tools for multi-assay genomic investigation of disease.

Lavanya Kannan, Marcel Ramos, Angela Re, Nehme Hachem, Zhaleh Safikhani, Deena M. A. Gendoo, Sean Davis, David Gomez-Cabrero, Robert Castelo, Kasper D. Hansen, Vincent J. Carey, Martin Morgan, Aedín C. Culhane, Benjamin Haibe-Kains, Levi Waldron

Briefings Bioinform., 2016

2013

GSVA: gene set variation analysis for microarray and RNA-Seq data.

Sonja Hänzelmann, Robert Castelo, Justin Guinney

BMC Bioinform., 2013

A flexible count data model to fit the wide diversity of expression profiles arising from extensively replicated RNA-seq experiments.

Mikel Esnaola, Pedro Puig, David González, Robert Castelo, Juan R. González

BMC Bioinform., 2013

2012

Learning undirected graphical models from multiple datasets with the generalized non-rejection rate.

Alberto Roverato, Robert Castelo

Int. J. Approx. Reason., 2012

2011

Learning mixed graphical models from data with p larger than n.

Inma Tur, Robert Castelo

Proceedings of the UAI 2011, 2011

2009

Reverse Engineering Molecular Regulatory Networks from Microarray Data with qp-Graphs.

Robert Castelo, Alberto Roverato

J. Comput. Biol., 2009

2006

A Robust Procedure For Gaussian Graphical Model Search From Microarray Data With <i>p</i> Larger Than <i>n</i>.

Robert Castelo, Alberto Roverato

J. Mach. Learn. Res., 2006

2005

Gene finding in the chicken genome.

Eduardo Eyras, Alexandre Reymond, Robert Castelo, Jacqueline M. Bye, Francisco Camara, Paul Flicek, Elizabeth J. Huckle, Genis Parra, David D. Shteynberg, Carine Wyss, Jane Rogers, Stylianos E. Antonarakis, Ewan Birney, Roderic Guigó, Michael R. Brent

BMC Bioinform., 2005

2004

Splice site identification by idlBNs.

Robert Castelo, Roderic Guigó

Proceedings of the Proceedings Twelfth International Conference on Intelligent Systems for Molecular Biology/Third European Conference on Computational Biology 2004, 2004

2003

Improving Markov Chain Monte Carlo Model Search for Data Mining.

Paolo Giudici, Robert Castelo

Mach. Learn., 2003

On Inclusion-Driven Learning of Bayesian Networks.

Robert Castelo, Tomás Kocka

J. Mach. Learn. Res., 2003

Enumeration of <i>P</i> ₄-Free Chordal Graphs.

Robert Castelo, Nicholas C. Wormald

Graphs Comb., 2003

2002

Learning Essential Graph Markov Models From Data.

Robert Castelo, Michael D. Perlman

Proceedings of the First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002, 2002

Learning Bayesian Network Classifiers for Credit Scoring Using Markov Chain Monte Carlo Search.

Bart Baesens, Michael Egmont-Petersen, Robert Castelo, Jan Vanthienen

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001

Association Models for Web Mining.

Paolo Giudici, Robert Castelo

Data Min. Knowl. Discov., 2001

Improved learning of Bayesian networks.

Tomás Kocka, Robert Castelo

Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001

MAMBO: Discovering Association Rules Based on Conditional Independencies.

Robert Castelo, A. J. Feelders, Arno Siebes

Proceedings of the Advances in Intelligent Data Analysis, 4th International Conference, 2001

2000

Priors on network structures. Biasing the search for Bayesian networks.

Robert Castelo, Arno Siebes

Int. J. Approx. Reason., 2000