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 | 2638 | 2000 |
Autoencoders, unsupervised learning, and deep architectures P Baldi Proceedings of ICML workshop on unsupervised and transfer learning, 37-49, 2012 | 2185 | 2012 |
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 | 2183 | 2001 |
Bioinformatics--The Machine Learning Approach P Baldi, S Brunak MIT Press, 0 | 2105 | |
Neural networks and principal component analysis: Learning from examples without local minima P Baldi, K Hornik Neural networks 2 (1), 53-58, 1989 | 2090 | 1989 |
Searching for exotic particles in high-energy physics with deep learning P Baldi, P Sadowski, D Whiteson Nature communications 5 (1), 4308, 2014 | 1493 | 2014 |
Bayesian surprise attracts human attention L Itti, P Baldi Vision research 49 (10), 1295-1306, 2009 | 1325 | 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 | 1162 | 2005 |
Highly accurate machine fault diagnosis using deep transfer learning S Shao, S McAleer, R Yan, P Baldi IEEE Transactions on Industrial Informatics 15 (4), 2446-2455, 2018 | 1094 | 2018 |
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 | 1067 | 2006 |
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 | 1001 | 2002 |
Mitochondrial mutations in cancer M Brandon, P Baldi, DC Wallace Oncogene 25 (34), 4647-4662, 2006 | 977 | 2006 |
Understanding dropout P Baldi, PJ Sadowski Advances in neural information processing systems 26, 2013 | 906 | 2013 |
Bayesian surprise attracts human attention L Itti, P Baldi Advances in neural information processing systems 18, 2005 | 808 | 2005 |
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 | 703 | 2007 |
Learning activation functions to improve deep neural networks F Agostinelli, M Hoffman, P Sadowski, P Baldi arXiv preprint arXiv:1412.6830, 2014 | 695 | 2014 |
Reprogramming of the circadian clock by nutritional challenge KL Eckel-Mahan, VR Patel, S De Mateo, R Orozco-Solis, NJ Ceglia, ... Cell 155 (7), 1464-1478, 2013 | 690 | 2013 |
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 | 690 | 1994 |
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 | 683 | 1999 |
DNA microarrays and gene expression: from experiments to data analysis and modeling P Baldi, GW Hatfield Cambridge university press, 2011 | 677 | 2011 |