Simulating the Behaviour of Choquet-Like (pre) Aggregation Functions for Image Resizing in the Pooling Layer of Deep Learning Networks

Camila Alves Dias, Jéssica C. S. Bueno, Eduardo N. Borges, Giancarlo Lucca, Hélida Salles Santos, Graçaliz Pereira Dimuro, Humberto Bustince, Paulo Drews Jr., Silvia Botelho, Eduardo Silva Palmeira. Simulating the Behaviour of Choquet-Like (pre) Aggregation Functions for Image Resizing in the Pooling Layer of Deep Learning Networks. In Ralph Baker Kearfott, Ildar Z. Batyrshin, Marek Reformat, Martine Ceberio, Vladik Kreinovich, editors, Fuzzy Techniques: Theory and Applications - Proceedings of the 2019 Joint World Congress of the International Fuzzy Systems Association and the Annual Conference of the North American Fuzzy Information Processing Society IFSA/NAFIPS'2019 (Lafayette, Louisiana, USA, June 18-21, 2019). Volume 1000 of Advances in Intelligent Systems and Computing, pages 224-236, Springer, 2019. [doi]

Abstract

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