Pierre Baldi

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Citations	48965	20793
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Søren BrunakProfessor of Disease Systems Biology, University of CopenhagenVerified email at cpr.ku.dk
Cristina Videira LopesInformation and Computer Sciences, University of California, IrvineVerified email at ics.uci.edu
Paolo Sassone-CorsiProfessor of Biological Chemistry, University of California, IrvineVerified email at uci.edu
Peter SadowskiAssistant Professor, University of Hawai’i at MānoaVerified email at hawaii.edu
Gianluca PollastriAssociate Professor, University College DublinVerified email at ucd.ie
S Joshua SwamidassAssociate Professor of Pathology and Immunology, Washington University in St. LouisVerified email at wustl.edu
Matthew A KayalaVerified email at google.com
Philip FelgnerProfessor of Biophysics and Medicine, University of California, IrvineVerified email at uci.edu
Jianlin ChengWilliam and Nancy Thompson Professor, University of MissouriVerified email at missouri.edu
Laurent IttiProfessor of Computer Science, University of Southern CaliforniaVerified email at usc.edu
Vishal R PatelUniversity of California-IrvineVerified email at uci.edu
Erik LinsteadAssociate Professor, Fowler School of Engineering, Chapman UniversityVerified email at chapman.edu
Christophe MagnanNeoGenomics LaboratoriesVerified email at neogenomics.com
Paul RigorUniversity of California IrvineVerified email at uci.edu
Nicholas CegliaMemorial Sloan Kettering Cancer CenterVerified email at mskcc.org
Raja JurdakProfessor, Queensland University of Technology (QUT), AustraliaVerified email at qut.edu.au
Liva RalaivolaCriteo AI Labs (on leave from Aix-Marseille Université)Verified email at criteo.com
Paolo FrasconiProfessor of Computer Science, Università di FirenzeVerified email at dsi.unifi.it
Sushil BajracharyaBlack Duck SoftwareVerified email at uci.edu
Gregor UrbanUniversity of California, IrvineVerified email at uci.edu

Pierre Baldi

Professor, University of California, Irvine

Verified email at ics.uci.edu - Homepage

Artificial Intelligence Deep Learning Bioinformatics Physics Mathematics


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Assessing the accuracy of prediction algorithms for classification: an overview P Baldi, S Brunak, Y Chauvin, CAF Andersen, H Nielsen Bioinformatics 16 (5), 412-424, 2000	2179	2000
A Bayesian framework for the analysis of microarray expression data: regularized t-test and statistical inferences of gene changes P Baldi, AD Long Bioinformatics 17 (6), 509-519, 2001	2012	2001
Bioinformatics--The Machine Learning Approach P Baldi, S Brunak MIT Press, 0	1854
Neural networks and principal component analysis: Learning from examples without local minima P Baldi, K Hornik Neural networks 2 (1), 53-58, 1989	1576	1989
Autoencoders, unsupervised learning, and deep architectures P Baldi Proceedings of ICML workshop on unsupervised and transfer learning, 37-49, 2012	1037	2012
Bayesian surprise attracts human attention L Itti, P Baldi Vision research 49 (10), 1295-1306, 2009	934	2009
SCRATCH: a protein structure and structural feature prediction server J Cheng, AZ Randall, MJ Sweredoski, P Baldi Nucleic acids research 33 (suppl_2), W72-W76, 2005	910	2005
Improving the prediction of protein secondary structure in three and eight classes using recurrent neural networks and profiles G Pollastri, D Przybylski, B Rost, P Baldi Proteins: Structure, Function, and Bioinformatics 47 (2), 228-235, 2002	895	2002
Searching for exotic particles in high-energy physics with deep learning P Baldi, P Sadowski, D Whiteson Nature communications 5 (1), 1-9, 2014	882	2014
Mitochondrial mutations in cancer M Brandon, P Baldi, DC Wallace Oncogene 25 (34), 4647-4662, 2006	853	2006
Bayesian surprise attracts human attention L Itti, PF Baldi Advances in neural information processing systems, 547-554, 2006	717	2006
Prediction of protein stability changes for single‐site mutations using support vector machines J Cheng, A Randall, P Baldi Proteins: Structure, Function, and Bioinformatics 62 (4), 1125-1132, 2006	670	2006
Hidden Markov models of biological primary sequence information. P Baldi, Y Chauvin, T Hunkapiller, MA McClure Proceedings of the National Academy of Sciences 91 (3), 1059-1063, 1994	657	1994
An enhanced MITOMAP with a global mtDNA mutational phylogeny E Ruiz-Pesini, MT Lott, V Procaccio, JC Poole, MC Brandon, D Mishmar, ... Nucleic acids research 35 (suppl_1), D823-D828, 2007	612	2007
DNA microarrays and gene expression: from experiments to data analysis and modeling P Baldi, GW Hatfield Cambridge university press, 2011	609	2011
Exploiting the past and the future in protein secondary structure prediction P Baldi, S Brunak, P Frasconi, G Soda, G Pollastri Bioinformatics 15 (11), 937-946, 1999	574	1999
A principled approach to detecting surprising events in video L Itti, P Baldi 2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005	508	2005
Modeling the Internet and the Web: Probabilistic Methods and Algorithms P Baldi, P Frasconi, P Smyth John Wiley & Sons, Ltd, 2003	492*	2003
Global gene expression profiling in Escherichia coli K12: the effects of oxygen availability and FNR K Salmon, S Hung, K Mekjian, P Baldi, GW Hatfield, RP Gunsalus Journal of Biological Chemistry 278 (32), 29837-29855, 2003	484	2003
How delays affect neural dynamics and learning P Baldi, AF Atiya IEEE Transactions on Neural Networks 5 (4), 612-621, 1994	477	1994

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