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Applied mathematics

An Economic Geography of the United States: From Commutes to Megaregions

Garrett Dash Nelson, Alasdair Rae

Statistical and Machine Learning forecasting methods: Concerns and ways forward

Spyros Makridakis, Evangelos Spiliotis, Vassilios Assimakopoulos

A Comparative Evaluation of Unsupervised Anomaly Detection Algorithms for Multivariate Data

Markus Goldstein, Seiichi Uchida

The Relationship between Trait Emotional Intelligence and Interaction with Ostracized Others' Retaliation

Yuki Nozaki, Masuo Koyasu

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

Sebastian Bach, Alexander Binder, [ ... ], Wojciech Samek

ForceAtlas2, a Continuous Graph Layout Algorithm for Handy Network Visualization Designed for the Gephi Software

Mathieu Jacomy, Tommaso Venturini, Sebastien Heymann, Mathieu Bastian

Clickstream Data Yields High-Resolution Maps of Science

Johan Bollen, Herbert Van de Sompel, [ ... ], Lyudmila Balakireva

Can machine-learning improve cardiovascular risk prediction using routine clinical data?

Stephen F. Weng, Jenna Reps, [ ... ], Nadeem Qureshi

What to Do When K-Means Clustering Fails: A Simple yet Principled Alternative Algorithm

Yordan P. Raykov, Alexis Boukouvalas, Fahd Baig, Max A. Little

Machine learning algorithm validation with a limited sample size

Andrius Vabalas, Emma Gowen, Ellen Poliakoff, Alexander J. Casson

Inferring Regulatory Networks from Expression Data Using Tree-Based Methods

Vân Anh Huynh-Thu, Alexandre Irrthum, Louis Wehenkel, Pierre Geurts

Oxytocin Increases Generosity in Humans

Paul J. Zak, Angela A. Stanton, Sheila Ahmadi

Measuring Emotional Contagion in Social Media

Emilio Ferrara, Zeyao Yang

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