Pierre Baldi
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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
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
Bioinformatics--The Machine Learning Approach
P Baldi, S Brunak
MIT Press, 0
Neural networks and principal component analysis: Learning from examples without local minima
P Baldi, K Hornik
Neural networks 2 (1), 53-58, 1989
Autoencoders, unsupervised learning, and deep architectures
P Baldi
Proceedings of ICML workshop on unsupervised and transfer learning, 37-49, 2012
Bayesian surprise attracts human attention
L Itti, P Baldi
Vision research 49 (10), 1295-1306, 2009
Searching for exotic particles in high-energy physics with deep learning
P Baldi, P Sadowski, D Whiteson
Nature communications 5 (1), 1-9, 2014
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
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
Mitochondrial mutations in cancer
M Brandon, P Baldi, DC Wallace
Oncogene 25 (34), 4647-4662, 2006
Bayesian surprise attracts human attention
L Itti, PF Baldi
Advances in neural information processing systems, 547-554, 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
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
DNA microarrays and gene expression: from experiments to data analysis and modeling
P Baldi, GW Hatfield
Cambridge university press, 2011
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
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
A principled approach to detecting surprising events in video
L Itti, P Baldi
2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005
Modeling the Internet and the Web: Probabilistic Methods and Algorithms
P Baldi, P Frasconi, P Smyth
John Wiley & Sons, Ltd, 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
Graph kernels for chemical informatics
L Ralaivola, SJ Swamidass, H Saigo, P Baldi
Neural networks 18 (8), 1093-1110, 2005
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