Robert Castelo

发表

On Inclusion-Driven Learning of Bayesian Networks

Robert Castelo, Tomas Kocka, R. Castelo, 2003, J. Mach. Learn. Res..

Priors on network structures. Biasing the search for Bayesian networks

Arno Siebes, Robert Castelo, R. Castelo, 1998, Int. J. Approx. Reason..

Learning Essential Graph Markov Models From Data

Robert Castelo, Michael D. Perlman, M. Perlman, 2002, Probabilistic Graphical Models.

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

David González, Juan R. Gonzalez, Robert Castelo, 2013, BMC Bioinformatics.

Learning Bayesian network classifiers for credit scoring using Markov chain Monte Carlo search

Jan Vanthienen, Michael Egmont-Petersen, Bart Baesens, 2002, Object recognition supported by user interaction for service robots.

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

Robert Castelo, Pau Puigdevall, R. Castelo, 2018, Bioinform..

tweeDEseq: analysis of RNA-seq data using the Poisson-Tweedie family of distributions

Robert Castelo, Mikel Esnaola, Juan Ram, 2013 .

Improving Markov Chain Monte Carlo Model Search for Data Mining

Paolo Giudici, Robert Castelo, Paolo Giudici, 2004, Machine Learning.

Gene finding in the chicken genome

Eduardo Eyras, Paul Flicek, Stylianos E. Antonarakis, 2005, BMC Bioinformatics.

Differential networking with path weights in Gaussian trees

Robert Castelo, Alberto Roverato, A. Roverato, 2018, PGM.

Improved learning of Bayesian networks pdf

Robert Castelo, Tomas Kocka, R. Castelo, 2001, UAI.

Enumeration of P4-Free Chordal Graphs

Nicholas C. Wormald, Robert Castelo, N. Wormald, 2003, Graphs Comb..

Association Models for Web Mining

Paolo Giudici, Robert Castelo, 2004, Data Mining and Knowledge Discovery.

Simulating molecular regulatory networks using qpgraph

Robert Castelo, Alberto Roverato, Inma Tur, 2016 .

Splice site identification by idlBNs

Robert Castelo, Roderic Guigó, R. Guigó, 2004, ISMB/ECCB.

Mapping eQTL networks with mixed graphical models

Robert Castelo, Alberto Roverato, Inma Tur, 2014 .

GSVA: The Gene Set Variation Analysis package for microarray and RNA-seq data

Justin Guinney, Robert Castelo, H Sonja, 2016 .

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

Robert Castelo, Alberto Roverato, A. Roverato, 2009, J. Comput. Biol..

Towards an inclusion driven learning of Bayesian Networks

Robert Castelo, T. Kocka, R. Castelo, 2002 .

A Robust Procedure For Gaussian Graphical Model Search From Microarray Data With p Larger Than n

Robert Castelo, Alberto Roverato, A. Roverato, 2006, J. Mach. Learn. Res..

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

Robert Castelo, Alberto Roverato, A. Roverato, 2012, Int. J. Approx. Reason..

MAMBO: Discovering Association Rules Based on Conditional Independencies

A. J. Feelders, Arno Siebes, Robert Castelo, 2001, IDA.

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

Aedín C. Culhane, David Gomez-Cabrero, Zhaleh Safikhani, 2015, Briefings Bioinform..

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

Justin Guinney, Robert Castelo, Sonja Hänzelmann, 2013, BMC Bioinformatics.

Structural learning of Gaussian graphical models from microarray data with p larger than n

Robert Castelo, Alberto Roverato, 2006 .

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

Robert Castelo, Inma Tur, R. Castelo, 2011, UAI.

Inference of regulatory networks from microarray data with R and the bioconductor package qpgraph.

Robert Castelo, Alberto Roverato, A. Roverato, 2012, Methods in molecular biology.

Comparative gene finding in chicken indicates that we are closing in on the set of multi-exonic widely expressed human genes

Stylianos E. Antonarakis, Robert Castelo, Roderic Guigó, 2005, Nucleic acids research.

A characterization of moral transitive acyclic directed graph Markov models as labeled trees

Arno Siebes, Robert Castelo, R. Castelo, 2003 .

Mapping eQTL Networks with Mixed Graphical Markov Models

Robert Castelo, Alberto Roverato, Inma Tur, 2014, Genetics.

Regulation of Fas alternative splicing by antagonistic effects of TIA-1 and PTB on exon definition.

Robert Castelo, Roderic Guigó, Daniel Bilbao, 2005, Molecular cell.

Learning high-dimensional mixed graphical models with missing values

Robert Castelo, Inma Tur, R. Castelo, 2011 .

Evolution of primate orphan proteins.

Robert Castelo, Nicolás Bellora, Macarena Toll-Riera, 2009, Biochemical Society transactions.