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Bioinformatics

644 papers

Papers per year

15
5
61
110
'10
'15
'20
'25

Papers

Extraction of Gene-Environment Interaction from the Biomedical Literature IJCNLP 2017
Identifying Protein-protein Interactions in Biomedical Literature using Recurrent Neural Networks with Long Short-Term Memory IJCNLP 2017
Correlation Analysis of Chronic Obstructive Pulmonary Disease (COPD) and its Biomarkers Using the Word Embeddings IJCNLP 2017
Target Curricula via Selection of Minimum Feature Sets: a Case Study in Boolean Networks JMLR 2017
LABDA at SemEval-2017 Task 10: Extracting Keyphrases from Scientific Publications by combining the BANNER tool and the UMLS Semantic Network SEMEVAL 2017
Learning brain regions via large-scale online structured sparse dictionary learning NIPS 2016
Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks CVPR 2016
Representational Similarity Learning with Application to Brain Networks ICML 2016
Dirichlet Process Mixture Model for Correcting Technical Variation in Single-Cell Gene Expression Data ICML 2016
A Simple and Provable Algorithm for Sparse Diagonal CCA ICML 2016
Stable Graphical Models JMLR 2016
Bayesian Matrix Factorization with Non-Random Missing Data using Informative Gaussian Process Priors and Soft Evidences PGM 2016
Efficient Learning of Continuous-Time Hidden Markov Models for Disease Progression NIPS 2015
Building Proteins in a Day: Efficient 3D Molecular Reconstruction CVPR 2015
Efficient Classifier Training to Minimize False Merges in Electron Microscopy Segmentation ICCV 2015
PeakSeg: constrained optimal segmentation and supervised penalty learning for peak detection in count data ICML 2015
JUMP-Means: Small-Variance Asymptotics for Markov Jump Processes ICML 2015
Biclustering Using Message Passing NIPS 2014
Distance-Based Network Recovery under Feature Correlation NIPS 2014
On Sparse Gaussian Chain Graph Models NIPS 2014
Sparse Space-Time Deconvolution for Calcium Image Analysis NIPS 2014
On Prior Distributions and Approximate Inference for Structured Variables NIPS 2014
Analysis of Brain States from Multi-Region LFP Time-Series NIPS 2014
Localized Data Fusion for Kernel k-Means Clustering with Application to Cancer Biology NIPS 2014
Sparse Bayesian Variable Selection for the Identification of Antigenic Variability in the Foot-and-Mouth Disease Virus AISTATS 2014