Multiple Instance Learning : Foundations and Algorithms by Amelia Zafra, Chris Cornelis, Rafael Bello, Sebastián Ventura and Francisco Herrera (2016, Hardcover)
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ISBN-13: 9783319477589, 978-3319477589. The authors discuss the most important algorithms for MIL such as classification, regression and clustering. Efficient algorithms are developed to discover relevant information when working with uncertainty.