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Active learning of Pareto fronts.
Campigotto P, Passerini A, Battiti R. Campigotto P, et al. Among authors: battiti r. IEEE Trans Neural Netw Learn Syst. 2014 Mar;25(3):506-19. doi: 10.1109/TNNLS.2013.2275918. IEEE Trans Neural Netw Learn Syst. 2014. PMID: 24807447
A Telescopic Binary Learning Machine for Training Neural Networks.
Brunato M, Battiti R. Brunato M, et al. Among authors: battiti r. IEEE Trans Neural Netw Learn Syst. 2017 Mar;28(3):665-677. doi: 10.1109/TNNLS.2016.2537300. Epub 2016 Mar 18. IEEE Trans Neural Netw Learn Syst. 2017. PMID: 28113871
Feature Selection Based on the Neighborhood Entropy.
Mariello A, Battiti R. Mariello A, et al. Among authors: battiti r. IEEE Trans Neural Netw Learn Syst. 2018 Dec;29(12):6313-6322. doi: 10.1109/TNNLS.2018.2830700. Epub 2018 May 18. IEEE Trans Neural Netw Learn Syst. 2018. PMID: 29994549