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Simulation and modeling

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

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

The Impact of Climate Change on Indigenous Arabica Coffee (Coffea arabica): Predicting Future Trends and Identifying Priorities

Aaron P. Davis, Tadesse Woldemariam Gole, Susana Baena, Justin Moat

Machine learning algorithm validation with a limited sample size

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

Males Under-Estimate Academic Performance of Their Female Peers in Undergraduate Biology Classrooms

Daniel Z. Grunspan, Sarah L. Eddy, [ ... ], Steven M. Goodreau

The Case of Moulay Ismael - Fact or Fancy?

Elisabeth Oberzaucher, Karl Grammer

Inferring Regulatory Networks from Expression Data Using Tree-Based Methods

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

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