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Machine learning

Sparse Modeling Reveals miRNA Signatures for Diagnostics of Inflammatory Bowel Disease

Matthias Hübenthal, Georg Hemmrich-Stanisak, [ ... ], Andre Franke

Testing the Utility of a Data-Driven Approach for Assessing BMI from Face Images

Karin Wolffhechel, Amanda C. Hahn, [ ... ], Lisa M. DeBruine

Development, Validation and Deployment of a Real Time 30 Day Hospital Readmission Risk Assessment Tool in the Maine Healthcare Information Exchange

Shiying Hao, Yue Wang, [ ... ], Xuefeng B. Ling

Kinase Identification with Supervised Laplacian Regularized Least Squares

Ao Li, Xiaoyi Xu, He Zhang, Minghui Wang

A Fast Incremental Gaussian Mixture Model

Rafael Coimbra Pinto, Paulo Martins Engel

Pricing a Protest: Forecasting the Dynamics of Civil Unrest Activity in Social Media

Brian J. Goode, Siddharth Krishnan, Michael Roan, Naren Ramakrishnan

Application of LogitBoost Classifier for Traceability Using SNP Chip Data

Kwondo Kim, Minseok Seo, [ ... ], Kang-Seok Seo

lncRScan-SVM: A Tool for Predicting Long Non-Coding RNAs Using Support Vector Machine

Lei Sun, Hui Liu, Lin Zhang, Jia Meng

Plasma Exosomal miRNAs in Persons with and without Alzheimer Disease: Altered Expression and Prospects for Biomarkers

Giovanni Lugli, Aaron M. Cohen, [ ... ], Neil R. Smalheiser

PATBox: A Toolbox for Classification and Analysis of P-Type ATPases

Dan Søndergaard, Christian Nørgaard Storm Pedersen

Detecting Lung Diseases from Exhaled Aerosols: Non-Invasive Lung Diagnosis Using Fractal Analysis and SVM Classification

Jinxiang Xi, Weizhong Zhao, [ ... ], Xiaowei Xu

Identify Beta-Hairpin Motifs with Quadratic Discriminant Algorithm Based on the Chemical Shifts

Feng YongE, Kou GaoShan

Emotional Dynamics in the Age of Misinformation

Fabiana Zollo, Petra Kralj Novak, [ ... ], Walter Quattrociocchi

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