Robert Castelo

Publication Activity (10 Years)

Years Active: 2000-2018
Publications (10 Years): 3

Top Topics

Minimum Cost Path

Graphical Models

Gene Expression Profiles

Top Venues

Int. J. Approx. Reason.

Publications

Pau Puigdevall, Robert Castelo
GenomicScores: seamless access to genomewide position-specific scores from R and Bioconductor. Bioinform. 34 (18) (2018)
Alberto Roverato, Robert Castelo
Differential networking with path weights in Gaussian trees. PGM (2018)
Lavanya Kannan, Marcel Ramos, Angela Re, Nehme Hachem, Zhaleh Safikhani, Deena M. A. Gendoo, Sean R. Davis, David Gomez-Cabrero, Robert Castelo, Kasper D. Hansen, Vincent J. Carey, Martin Morgan, Aedín C. Culhane, Benjamin Haibe-Kains, Levi Waldron
Public data and open source tools for multi-assay genomic investigation of disease. Briefings Bioinform. 17 (4) (2016)
Mikel Esnaola, Pedro Puig, David González, Robert Castelo, Juan R. González
A flexible count data model to fit the wide diversity of expression profiles arising from extensively replicated RNA-seq experiments. BMC Bioinform. 14 (2013)
Sonja Hänzelmann, Robert Castelo, Justin Guinney
GSVA: gene set variation analysis for microarray and RNA-Seq data. BMC Bioinform. 14 (2013)
Tomas Kocka, Robert Castelo
Improved learning of Bayesian networks CoRR (2013)
Alberto Roverato, Robert Castelo
Learning undirected graphical models from multiple datasets with the generalized non-rejection rate. Int. J. Approx. Reason. 53 (9) (2012)
Inma Tur, Robert Castelo
Learning mixed graphical models from data with p larger than n CoRR (2012)
Inma Tur, Robert Castelo
Learning mixed graphical models from data with p larger than n. UAI (2011)
Robert Castelo, Alberto Roverato
Reverse Engineering Molecular Regulatory Networks from Microarray Data with qp-Graphs. J. Comput. Biol. 16 (2) (2009)
Robert Castelo, Alberto Roverato
. J. Mach. Learn. Res. 7 (2006)
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
Gene finding in the chicken genome. BMC Bioinform. 6 (2005)
Robert Castelo, Roderic Guigó
Splice site identification by idlBNs. ISMB/ECCB (Supplement of Bioinformatics) (2004)
Robert Castelo, Tomás Kocka
On Inclusion-Driven Learning of Bayesian Networks. J. Mach. Learn. Res. 4 (2003)
Robert Castelo, Nicholas C. Wormald
-Free Chordal Graphs. Graphs Comb. 19 (4) (2003)
Paolo Giudici, Robert Castelo
Improving Markov Chain Monte Carlo Model Search for Data Mining. Mach. Learn. 50 (1-2) (2003)
Bart Baesens, Michael Egmont-Petersen, Robert Castelo, Jan Vanthienen
Learning Bayesian Network Classifiers for Credit Scoring Using Markov Chain Monte Carlo Search. ICPR (3) (2002)
Robert Castelo, Michael D. Perlman
Learning Essential Graph Markov Models From Data. Probabilistic Graphical Models (2002)
Paolo Giudici, Robert Castelo
Association Models for Web Mining. Data Min. Knowl. Discov. 5 (3) (2001)
Tomás Kocka, Robert Castelo
Improved learning of Bayesian networks. UAI (2001)
Robert Castelo, A. J. Feelders, Arno Siebes
MAMBO: Discovering Association Rules Based on Conditional Independencies. IDA (2001)
Robert Castelo, Arno Siebes
Priors on network structures. Biasing the search for Bayesian networks. Int. J. Approx. Reason. 24 (1) (2000)