Robert Castelo

25 papers A 2B 1Journal 17Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Interventional idlBNs in DAG-Space.
Challenges and Algorithms for Knowledge Discovery from Data
Robert Castelo
2025 J jnl
Learning and teaching biological data science in the Bioconductor community.
PLoS Comput. Biol.
Jenny Drnevich, Frederick J. Tan, Fabricio Almeida-Silva, Robert Castelo, Aedín C. Culhane, Sean R. Davis, Maria A. Doyle, Ludwig Geistlinger, Andrew R. Ghazi, Susan P. Holmes, Leo Lahti, Alexandru Mahmoud, Kozo Nishida, Marcel Ramos, Kevin C. Rue-Albrecht, David J. H. Shih, Laurent Gatto, Charlotte Soneson
2024 J jnl
Learning and teaching biological data science in the Bioconductor community.
CoRR
Jenny Drnevich, Frederick J. Tan, Fabricio Almeida-Silva, Robert Castelo, Aedín C. Culhane, Sean Davis, Maria A. Doyle, Susan P. Holmes, Leo Lahti, Alexandru Mahmoud, Kozo Nishida, Marcel Ramos, Kevin C. Rue-Albrecht, David J. H. Shih, Laurent Gatto, Charlotte Soneson
2018 — conf
Differential networking with path weights in Gaussian trees.
PGM
Alberto Roverato, Robert Castelo
2018 J jnl
GenomicScores: seamless access to genomewide position-specific scores from R and Bioconductor.
Bioinform.
Pau Puigdevall, Robert Castelo
2016 J jnl
Public data and open source tools for multi-assay genomic investigation of disease.
Briefings Bioinform.
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
2013 J jnl
A flexible count data model to fit the wide diversity of expression profiles arising from extensively replicated RNA-seq experiments.
BMC Bioinform.
Mikel Esnaola, Pedro Puig, David González, Robert Castelo, Juan R. González
2013 J jnl
GSVA: gene set variation analysis for microarray and RNA-Seq data.
BMC Bioinform.
Sonja Hänzelmann, Robert Castelo, Justin Guinney
2013 J jnl
Improved learning of Bayesian networks
CoRR
Tomas Kocka, Robert Castelo
2012 J jnl
Learning mixed graphical models from data with p larger than n
CoRR
Inma Tur, Robert Castelo
2012 J jnl
Learning undirected graphical models from multiple datasets with the generalized non-rejection rate.
Int. J. Approx. Reason.
Alberto Roverato, Robert Castelo
2011 A conf
Learning mixed graphical models from data with p larger than n.
UAI
Inma Tur, Robert Castelo
2009 J jnl
Reverse Engineering Molecular Regulatory Networks from Microarray Data with qp-Graphs.
J. Comput. Biol.
Robert Castelo, Alberto Roverato
2006 J jnl
A Robust Procedure For Gaussian Graphical Model Search From Microarray Data With
J. Mach. Learn. Res.
Robert Castelo, Alberto Roverato
2005 J jnl
Gene finding in the chicken genome.
BMC Bioinform.
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
2004 — conf
Splice site identification by idlBNs.
ISMB/ECCB (Supplement of Bioinformatics)
Robert Castelo, Roderic Guigó
2003 J jnl
Enumeration of
Graphs Comb.
Robert Castelo, Nicholas C. Wormald
2003 J jnl
Improving Markov Chain Monte Carlo Model Search for Data Mining.
Mach. Learn.
Paolo Giudici, Robert Castelo
2003 J jnl
On Inclusion-Driven Learning of Bayesian Networks.
J. Mach. Learn. Res.
Robert Castelo, Tomás Kocka
2002 — conf
Learning Bayesian Network Classifiers for Credit Scoring Using Markov Chain Monte Carlo Search.
ICPR (3)
Bart Baesens, Michael Egmont-Petersen, Robert Castelo, Jan Vanthienen
2002 — conf
Learning Essential Graph Markov Models From Data.
Probabilistic Graphical Models
Robert Castelo, Michael D. Perlman
2001 J jnl
Association Models for Web Mining.
Data Min. Knowl. Discov.
Paolo Giudici, Robert Castelo
2001 A conf
Improved learning of Bayesian networks.
UAI
Tomás Kocka, Robert Castelo
2001 B conf
MAMBO: Discovering Association Rules Based on Conditional Independencies.
IDA
Robert Castelo, A. J. Feelders, Arno Siebes
2000 J jnl
Priors on network structures. Biasing the search for Bayesian networks.
Int. J. Approx. Reason.
Robert Castelo, Arno Siebes