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Reseach Article

An Efficient Algorithm for Mining Maximal Sparse Interval from Interval Dataset

by Naba Jyoti Sarmah, Anjana Kakoti Mahanta
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 107 - Number 16
Year of Publication: 2014
Authors: Naba Jyoti Sarmah, Anjana Kakoti Mahanta
10.5120/18838-0374

Naba Jyoti Sarmah, Anjana Kakoti Mahanta . An Efficient Algorithm for Mining Maximal Sparse Interval from Interval Dataset. International Journal of Computer Applications. 107, 16 ( December 2014), 28-32. DOI=10.5120/18838-0374

@article{ 10.5120/18838-0374,
author = { Naba Jyoti Sarmah, Anjana Kakoti Mahanta },
title = { An Efficient Algorithm for Mining Maximal Sparse Interval from Interval Dataset },
journal = { International Journal of Computer Applications },
issue_date = { December 2014 },
volume = { 107 },
number = { 16 },
month = { December },
year = { 2014 },
issn = { 0975-8887 },
pages = { 28-32 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume107/number16/18838-0374/ },
doi = { 10.5120/18838-0374 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:41:15.470360+05:30
%A Naba Jyoti Sarmah
%A Anjana Kakoti Mahanta
%T An Efficient Algorithm for Mining Maximal Sparse Interval from Interval Dataset
%J International Journal of Computer Applications
%@ 0975-8887
%V 107
%N 16
%P 28-32
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Many real world data are closely associated with intervals. Mining frequent intervals from such data allows us to group those data depending on some similarity. A few numbers of data mining approaches have been developed to discover frequent intervals from interval datasets. Here we present a complementary approach in which we search for sparse intervals in data. We present an efficient algorithm with a worst case time complexity of O(n log n) for mining maximal sparse intervals.

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Index Terms

Computer Science
Information Sciences

Keywords

Interval Data Sparse Interval Maximal Sparse Interval.