Can Machine Learning be Effective with Small Datasets? Insights from Modeling in Neuroscience

Maria Cristina De Cola, Fabiana Pia Vitiello, Angelo Quartarone, Maria Lui. Can Machine Learning be Effective with Small Datasets? Insights from Modeling in Neuroscience. In Emil R. Kaburuan, Sam Goundar, editors, Health Information Science - 14th International Conference, HIS 2025, Bandung, Indonesia, December 2-4, 2025, Proceedings. Volume 16392 of Lecture Notes in Computer Science, pages 214-225, Springer, 2025. [doi]

Abstract

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