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Machine learning algorithms

Towards a Physiology-Based Measure of Pain: Patterns of Human Brain Activity Distinguish Painful from Non-Painful Thermal Stimulation

Justin E. Brown, Neil Chatterjee, Jarred Younger, Sean Mackey

Prediction of Thermostability from Amino Acid Attributes by Combination of Clustering with Attribute Weighting: A New Vista in Engineering Enzymes

Mansour Ebrahimi, Amir Lakizadeh, [ ... ], Mahdi Ebrahimi

Collective Emotions Online and Their Influence on Community Life

Anna Chmiel, Julian Sienkiewicz, [ ... ], Janusz A. Hołyst

Defining Reference Sequences for Nocardia Species by Similarity and Clustering Analyses of 16S rRNA Gene Sequence Data

Manal Helal, Fanrong Kong, [ ... ], Vitali Sintchenko

Multi-Scale Approach for Predicting Fish Species Distributions across Coral Reef Seascapes

Simon J. Pittman, Kerry A. Brown

Global Geometric Affinity for Revealing High Fidelity Protein Interaction Network

Yi Fang, William Benjamin, Mengtian Sun, Karthik Ramani

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

Time since Introduction, Seed Mass, and Genome Size Predict Successful Invaders among the Cultivated Vascular Plants of Hawaii

John Paul Schmidt, John M. Drake

Identification and Optimization of Classifier Genes from Multi-Class Earthworm Microarray Dataset

Ying Li, Nan Wang, [ ... ], Ping Gong

Validation of Coevolving Residue Algorithms via Pipeline Sensitivity Analysis: ELSC and OMES and ZNMI, Oh My!

Christopher A. Brown, Kevin S. Brown

Inference of Functional Relations in Predicted Protein Networks with a Machine Learning Approach

Beatriz García-Jiménez, David Juan, [ ... ], Alfonso Valencia

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