IEEE - Institute of Electrical and Electronics Engineers, Inc. - Learning Multiclassifiers with Predictive Features that Vary with Data Distribution

2018 IEEE International Conference on Big Data (Big Data)

Author(s): Xuan-Hong Dang ; Omid Askarisichani ; Ambuj K. Singh
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2018
Conference Location: Seattle, WA, USA, USA
Conference Date: 10 December 2018
Page(s): 673 - 682
ISBN (Electronic): 978-1-5386-5035-6
ISBN (USB): 978-1-5386-5034-9
DOI: 10.1109/BigData.2018.8622407
Regular:

In many real-world big data applications, the data distribution is not homogeneous over entire data, but instead varies across groups/clusters of data samples. Although a model's predictive... View More

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