Data-driven deformation prediction model for super high arch dams based on a hybrid deep learning approach and feature selection

Regularization and Variable Selection Via the Elastic Net

Hui Zou, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 21K citations · Full text

Computing, Computer Science, Data Science +15

On the Properties of Neural Machine Translation: Encoder–Decoder Approaches

Kyunghyun Cho, Bart van Merriënboer, Dzmitry Bahdanau et al. · 2014 · 6.6K citations · Full text

Computing, Computer Science, Natural Language Processing +12

Detecting Novel Associations in Large Data Sets

David N. Reshef, Yakir Reshef, Hilary K. Finucane et al. · Science · 2011 · 3.4K citations

Natural Sciences, Biostatistics, Data Science +8

Equitability, mutual information, and the maximal information coefficient

Justin B. Kinney, Gurinder S. Atwal · Proceedings of the National Academy of Sciences · 2014 · 677 citations · Full text

Engineering, Computer Science, Mathematics +9

Automatic tuning of hyperparameters using Bayesian optimization

A. Helen Victoria, G. Maragatham · Evolving Systems · 2020 · 564 citations

Computing, Computer Science, Bayesian Data Analysis +13