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Bioinformatics

638 directly classified papers

Papers per year

Papers

Learning Brain Connectivity of Alzheimer's Disease from Neuroimaging Data NIPS 2009
Exploring Functional Connectivities of the Human Brain using Multivariate Information Analysis NIPS 2009
Heterogeneous multitask learning with joint sparsity constraints NIPS 2009
Bayesian estimation of orientation preference maps NIPS 2009
An Ab-initio tree-based exploration to enhance sampling of low-energy protein conformations RSS 2009
Clustering sequence sets for motif discovery NIPS 2009
Hierarchical Mixture of Classification Experts Uncovers Interactions between Brain Regions NIPS 2009
Predicting the Geometry of Metal Binding Sites from Protein Sequence NIPS 2008
Incremental Identification of Qualitative Models of Biological Systems using Inductive Logic Programming JMLR 2008
A spatially varying two-sample recombinant coalescent, with applications to HIV escape response NIPS 2008
A mixture model for the evolution of gene expression in non-homogeneous datasets NIPS 2008
The Infinite Hierarchical Factor Regression Model NIPS 2008
Efficient Inference in Phylogenetic InDel Trees NIPS 2008
An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis NIPS 2008
Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images NIPS 2008
An improved estimator of Variance Explained in the presence of noise NIPS 2008
Regulator Discovery from Gene Expression Time Series of Malaria Parasites: a Hierachical Approach NIPS 2007
Locality and low-dimensions in the prediction of natural experience from fMRI NIPS 2007
Consistent Feature Selection for Pattern Recognition in Polynomial Time JMLR 2007
Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression NIPS 2007
Feature Selection Methods for Improving Protein Structure Prediction with Rosetta NIPS 2007
Heterogeneous Component Analysis NIPS 2007
Hierarchical Dirichlet Processes with Random Effects NIPS 2006
Inferring Network Structure from Co-Occurrences NIPS 2006
Fast Computation of Graph Kernels NIPS 2006