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- Publications
- Influence
Assessing the accuracy of prediction algorithms for classification: an overview
- P. Baldi, S. Brunak, Y. Chauvin, C. A. Andersen, H. Nielsen
- Mathematics, Computer Science
- Bioinform.
- 1 May 2000
TLDR
Bayesian surprise attracts human attention
TLDR
A Bayesian framework for the analysis of microarray expression data: regularized t -test and statistical inferences of gene changes
TLDR
Neural networks and principal component analysis: Learning from examples without local minima
TLDR
Prediction of protein stability changes for single‐site mutations using support vector machines
- J. Cheng, A. Randall, P. Baldi
- Biology, Medicine
- Proteins
- 21 December 2005
Accurate prediction of protein stability changes resulting from single amino acid mutations is important for understanding protein structures and designing new proteins. We use support vector… Expand
SCRATCH: a protein structure and structural feature prediction server
- J. Cheng, A. Randall, Michael J. Sweredoski, P. Baldi
- Biology, Computer Science
- Nucleic Acids Res.
- 27 June 2005
TLDR
Improving the prediction of protein secondary structure in three and eight classes using recurrent neural networks and profiles
- G. Pollastri, Darisz Przybylski, B. Rost, P. Baldi
- Computer Science, Medicine
- Proteins
- 1 May 2002
TLDR
A principled approach to detecting surprising events in video
TLDR
An enhanced MITOMAP with a global mtDNA mutational phylogeny
- E. Ruiz-Pesini, M. Lott, +7 authors D. Wallace
- Medicine, Biology
- Nucleic Acids Res.
- 18 December 2006
TLDR
SSpro/ACCpro 5: almost perfect prediction of protein secondary structure and relative solvent accessibility using profiles, machine learning and structural similarity
- Christophe N. Magnan, P. Baldi
- Computer Science, Medicine
- Bioinform.
- 15 September 2014
TLDR