Detection of Sparsity in Multidimensional Data Using Network Degree Distribution and Improved Supervised Learning with Correction of Data Weighting

Shinya Ueno, Osamu Sakai. Detection of Sparsity in Multidimensional Data Using Network Degree Distribution and Improved Supervised Learning with Correction of Data Weighting. In Hocine Cherifi, Rosario Nunzio Mantegna, Luis M. Rocha, Chantal Cherifi, Salvatore Miccichè, editors, Complex Networks and Their Applications XI - Proceedings of The Eleventh International Conference on Complex Networks and Their Applications: COMPLEX NETWORKS 2022, Palermo, Italy, 8-10 November, 2022, Volume 1. Volume 1077 of Studies in Computational Intelligence, pages 390-401, Springer, 2022. [doi]

Abstract

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