@inproceedings{c57245d71cb94a5d80be671d77ae30b4,
title = "An improved algorithm for mining non-redundant interacting feature subsets",
abstract = "The application of feature subsets with high order correlation in classification has demonstrates its power in a recent study, where non-redundant interacting feature subsets (NIFS) is defined based on multi-information. In this paper, we re-examine the problem of finding NIFSs. We further improve the upper bounds and lower bounds on the correlations, which can be used to significantly prune the search space. The experiments on real datasets demonstrate the efficiency and effectiveness of our approach.",
author = "Chaofeng Sha and Jian Gong and Aoying Zhou",
year = "2009",
doi = "10.1007/978-3-642-00672-2\_32",
language = "英语",
isbn = "9783642006715",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "357--368",
booktitle = "Advances in Data and Web Management - Joint International Conferences, APWeb/WAIM 2009, Proceedings",
address = "德国",
note = "Joint International Conference on Advances in Data and Web Management, APWeb/WAIM 2009 ; Conference date: 02-04-2009 Through 04-04-2009",
}