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Machine learning

Genome-Wide Maps of Circulating miRNA Biomarkers for Ulcerative Colitis

Radha Duttagupta, Sharon DiRienzo, [ ... ], Keith W. Jones

Segmentation of Multi-Isotope Imaging Mass Spectrometry Data for Semi-Automatic Detection of Regions of Interest

Philipp Gormanns, Stefan Reckow, [ ... ], Claude Lechene

Identification of Amino Acid Propensities That Are Strong Determinants of Linear B-cell Epitope Using Neural Networks

Chun-Hung Su, Nikhil R. Pal, Ken-Li Lin, I-Fang Chung

Dirichlet Multinomial Mixtures: Generative Models for Microbial Metagenomics

Ian Holmes, Keith Harris, Christopher Quince

TANGLE: Two-Level Support Vector Regression Approach for Protein Backbone Torsion Angle Prediction from Primary Sequences

Jiangning Song, Hao Tan, [ ... ], Tatsuya Akutsu

An Ensemble Classifier for Eukaryotic Protein Subcellular Location Prediction Using Gene Ontology Categories and Amino Acid Hydrophobicity

Liqi Li, Yuan Zhang, [ ... ], Yue Zhou

Ecological Footprint Model Using the Support Vector Machine Technique

Haibo Ma, Wenjuan Chang, Guangbai Cui

Extracting Diagnoses and Investigation Results from Unstructured Text in Electronic Health Records by Semi-Supervised Machine Learning

Zhuoran Wang, Anoop D. Shah, [ ... ], Harry Hemingway

Generating Adaptive Behaviour within a Memory-Prediction Framework

David Rawlinson, Gideon Kowadlo

Classification of Camellia (Theaceae) Species Using Leaf Architecture Variations and Pattern Recognition Techniques

Hongfei Lu, Wu Jiang, [ ... ], Mantri Nitin

Automated Discovery of Food Webs from Ecological Data Using Logic-Based Machine Learning

David A. Bohan, Geoffrey Caron-Lormier, [ ... ], Alireza Tamaddoni-Nezhad

RegnANN: Reverse Engineering Gene Networks Using Artificial Neural Networks

Marco Grimaldi, Roberto Visintainer, Giuseppe Jurman

Witnessing Violence Toward Siblings: An Understudied but Potent Form of Early Adversity

Martin H. Teicher, Gordana D. Vitaliano

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