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Forecasting

COVID-19 mortality dynamics: The future modelled as a (mixture of) past(s)

Samuel Soubeyrand, Mélina Ribaud, [ ... ], Lionel Roques

Prescriptive analytics for reducing 30-day hospital readmissions after general surgery

Dimitris Bertsimas, Michael Lingzhi Li, Ioannis Ch. Paschalidis, Taiyao Wang

Impact of network structure on collective learning: An experimental study in a data science competition

Devon Brackbill, Damon Centola

Forecasting outbound student mobility: A machine learning approach

Stephanie Yang, Hsueh-Chih Chen, Wen-Ching Chen, Cheng-Hong Yang

Development and validation of a prediction model estimating the 10-year risk for type 2 diabetes in China

Xian Shao, Yao Wang, [ ... ], Pei Yu

Spatio-temporal prediction model of out-of-hospital cardiac arrest: Designation of medical priorities and estimation of human resources requirement

Angelo Auricchio, Stefano Peluso, [ ... ], Antonietta Mira

Stochastic gradient boosting frequency-severity model of insurance claims

Xiaoshan Su, Manying Bai

Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets

Simeone Marino, Yi Zhao, [ ... ], Ivo D. Dinov

A novel machine learning strategy for model selections - Stepwise Support Vector Machine (StepSVM)

Chao-Yu Guo, Yu-Chin Chou

Shiny-SoSV: A web-based performance calculator for somatic structural variant detection

Tingting Gong, Vanessa M. Hayes, Eva K. F. Chan

Clinical Analytics Prediction Engine (CAPE): Development, electronic health record integration and prospective validation of hospital mortality, 180-day mortality and 30-day readmission risk prediction models

Nirav Shah, Chad Konchak, [ ... ], Lakshmi Halasyamani

Modeling of paclitaxel biosynthesis elicitation in Corylus avellana cell culture using adaptive neuro-fuzzy inference system-genetic algorithm (ANFIS-GA) and multiple regression methods

Siamak Farhadi, Mina Salehi, [ ... ], Mohammad Sadegh Sabet

Mountaineers on Mount Everest: Effects of age, sex, experience, and crowding on rates of success and death

Raymond B. Huey, Cody Carroll, Richard Salisbury, Jane-Ling Wang

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