In-mold condition-centered and explainable artificial intelligence-based (IMC-XAI) process optimization for injection molding

A fast and elitist multiobjective genetic algorithm: NSGA-II

Kalyanmoy Deb, Amrit Pratap, Sakshi Agarwal et al. · IEEE Transactions on Evolutionary Computation · 2002 · 47.8K citations

Natural Sciences, Evolutionary Biology, Algorithms +10

From local explanations to global understanding with explainable AI for trees

Scott Lundberg, Gabriel Erion, Hugh Chen et al. · Nature Machine Intelligence · 2020 · 8.9K citations · Full text

Computing, Computer Science, Data Science +16

Discovering governing equations from data by sparse identification of nonlinear dynamical systems

Steven L. Brunton, Joshua L. Proctor, J. Nathan Kutz · Proceedings of the National Academy of Sciences · 2016 · 4.5K citations · Full text

Natural Sciences, Computer Science, Physics +17

Data-driven smart manufacturing

Fei Tao, Qinglin Qi, Ang Liu et al. · Journal of Manufacturing Systems · 2018 · 1.7K citations

Model-Agnostic Interpretability of Machine Learning

Marco Túlio Ribeiro, Sameer Singh, Carlos Guestrin · arXiv (Cornell University) · 2016 · 699 citations · Full text

Computing, Computer Science, Artificial Intelligence +13