Multiple Instance Learning: Foundations and Algorithms

ISBN-13: 9783319838151 / Angielski / Miękka / 2018 / 233 str.

Francisco Herrera; Sebastian Ventura; Rafael Bello

Spis treści

Introduction.- Multiple Instance Learning.- Multi-Instance Classification.- Instance-Based Classification Methods.- Bag-Based Classification Methods.- Multi-Instance Regression.- Unsupervised Multiple Instance Learning.- Data Reduction.- Imbalance Multi-Instance Data.- Multiple Instance Multiple Label Learning.