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Machine learning

Democratic Population Decisions Result in Robust Policy-Gradient Learning: A Parametric Study with GPU Simulations

Paul Richmond, Lars Buesing, Michele Giugliano, Eleni Vasilaki

Global Geometric Affinity for Revealing High Fidelity Protein Interaction Network

Yi Fang, William Benjamin, Mengtian Sun, Karthik Ramani

Calpain Cleavage Prediction Using Multiple Kernel Learning

David A. duVerle, Yasuko Ono, Hiroyuki Sorimachi, Hiroshi Mamitsuka

A Collaborative Filtering Approach for Protein-Protein Docking Scoring Functions

Thomas Bourquard, Julie Bernauer, Jérôme Azé, Anne Poupon

Multiplexed Immunoassay Panel Identifies Novel CSF Biomarkers for Alzheimer's Disease Diagnosis and Prognosis

Rebecca Craig-Schapiro, Max Kuhn, [ ... ], David M. Holtzman

Prediction of Antimicrobial Peptides Based on Sequence Alignment and Feature Selection Methods

Ping Wang, Lele Hu, [ ... ], Kuo-Chen Chou

Computational Bacterial Genome-Wide Analysis of Phylogenetic Profiles Reveals Potential Virulence Genes of Streptococcus agalactiae

Frank Po-Yen Lin, Ruiting Lan, [ ... ], Enrico Coiera

Weight Trimming and Propensity Score Weighting

Brian K. Lee, Justin Lessler, Elizabeth A. Stuart

Predicting Phenotypic Severity of Uncertain Gene Variants in the RET Proto-Oncogene

David K. Crockett, Stephen R. Piccolo, [ ... ], Joyce A. Mitchell

Assessment of a 44 Gene Classifier for the Evaluation of Chronic Fatigue Syndrome from Peripheral Blood Mononuclear Cell Gene Expression

Daniel Frampton, Jonathan Kerr, Tim J. Harrison, Paul Kellam

Named Entity Recognition for Bacterial Type IV Secretion Systems

Sophia Ananiadou, Dan Sullivan, [ ... ], Bruno Sobral

CPORT: A Consensus Interface Predictor and Its Performance in Prediction-Driven Docking with HADDOCK

Sjoerd J. de Vries, Alexandre M. J. J. Bonvin

Combined Evaluation of FDG-PET and MRI Improves Detection and Differentiation of Dementia

Juergen Dukart, Karsten Mueller, [ ... ], Matthias L. Schroeter

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