Learning optimal classifier chains for real-time big data mining

@article{Xu2013LearningOC,
  title={Learning optimal classifier chains for real-time big data mining},
  author={Jie Xu and Cem Tekin and Mihaela van der Schaar},
  journal={2013 51st Annual Allerton Conference on Communication, Control, and Computing (Allerton)},
  year={2013},
  pages={512-519}
}
A plethora of emerging Big Data applications require processing and analyzing streams of data to extract valuable information in real-time. For this, chains of classifiers which can detect various concepts need to be constructed in real-time. In this paper, we propose online distributed algorithms which can learn how to construct the optimal classifier… CONTINUE READING