Active learning for efficient analysis of high-throughput nanopore data

Characterization of individual polynucleotide molecules using a membrane channel

John J. Kasianowicz, Eric Brandin, Daniel Branton et al. · Proceedings of the National Academy of Sciences · 1996 · 3.3K citations · Full text

Dna Nanotechnology, Membrane Channel, Natural Sciences +15

Selective Sampling Using the Query by Committee Algorithm

Yoav Freund, H. Sebastian Seung, Eli Shamir et al. · Machine Learning · 1997 · 1.1K citations · Full text

Less is more: Sampling chemical space with active learning

Justin S. Smith, Benjamin Nebgen, Nicholas Lubbers et al. · The Journal of Chemical Physics · 2018 · 815 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Cost-Effective Active Learning for Deep Image Classification

Keze Wang, Dongyu Zhang, Ya Li et al. · IEEE Transactions on Circuits and Systems for Video Technology · 2016 · 653 citations · Full text

Active learning in materials science with emphasis on adaptive sampling using uncertainties for targeted design

Turab Lookman, Prasanna V. Balachandran, Dezhen Xue et al. · npj Computational Materials · 2019 · 612 citations · Full text