Churn and Net Promoter Score forecasting for business decision-making through a new stepwise regression methodology

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

Computing, Computer Science, Mathematics +17

Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead

Cynthia Rudin · Nature Machine Intelligence · 2019 · 9K citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Stochastic gradient boosting

Jerome H. Friedman · Computational Statistics & Data Analysis · 2002 · 7.1K citations

The One Number You Need to Grow

Lopo L. Rego, Neil Morgan · Harvard business review · 2004 · 2.1K citations

Social Sciences, Mathematics, Growth Management +2

A personalized recommender system based on web usage mining and decision tree induction

Yoon Ho Cho, Jae Kyeong Kim, Soung Hie Kim · Expert Systems with Applications · 2002 · 444 citations

Computing, Computer Science, Information Systems +16