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Algorithms

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

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

Mathieu Jacomy, Tommaso Venturini, Sebastien Heymann, Mathieu Bastian

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

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

Clickstream Data Yields High-Resolution Maps of Science

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

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

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

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

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

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

A Comparison Study on Similarity and Dissimilarity Measures in Clustering Continuous Data

Ali Seyed Shirkhorshidi, Saeed Aghabozorgi, Teh Ying Wah

A Principal Component Analysis of 39 Scientific Impact Measures

Johan Bollen, Herbert Van de Sompel, Aric Hagberg, Ryan Chute

Measuring Emotional Contagion in Social Media

Emilio Ferrara, Zeyao Yang

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