NDLI: Algorithm for Efficient Data Mining

Content Provider	IEEE Xplore Digital Library
Author	Latha, S.P. Ramaraj, N.
Copyright Year	2007
Description	Author affiliation: G.K.M. Coll. of Eng. & Technol., Chennai (Ramaraj, N.) \|\| R.M.K. Eng. Coll., Kavaraipettai (Latha, S.P.)
Abstract	Over the years, a variety of algorithms for finding frequent item sets in very large transaction databases have been developed. Data mining algorithms are used extensively to analyze business, commerce, scientific, engineering, and security data and dramatically improve the effectiveness of applications in areas such as marketing, predictive modeling, life sciences, information retrieval, and engineering. The problems of finding these frequent item sets are fundamental in data mining, and from the applications, fast implementations for solving the problems are needed. In this paper, we propose a new, fast and an efficient algorithm with single scan of database for mining complete frequent item sets. Our proposed algorithm works well without any tree construction. At last we performed an experiment on a real dataset to test the run time of our proposed algorithm. The experiment showed that it was efficient for mining dense datasets.
Starting Page	66
Ending Page	70
File Size	291734
Page Count	5
File Format	PDF
ISBN	0769530508
DOI	10.1109/ICCIMA.2007.150
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-12-13
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Data mining Data engineering Transaction databases Information analysis Algorithm design and analysis Business Data security Information security Predictive models Information retrieval
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

An efficient algorithm for incremental mining of association rules

An Efficient Association Rule Mining Algorithm and Business Application

An Efficient Weighted Algorithm for Web Information Retrieval System

Enhanced algorithm for efficient communication at warehouse environment

An efficient clustering algorithm

Compact transaction database for efficient frequent pattern mining

Efficient mining for frequent itemsets with multiple convertible constraints

An efficient algorithm for mining association rules from multiple databases

A high efficient AprioriTid algorithm for mining association rule

Algorithm for Efficient Data Mining

Similar Documents

An efficient algorithm for incremental mining of association rules

An Efficient Association Rule Mining Algorithm and Business Application

An Efficient Weighted Algorithm for Web Information Retrieval System

Enhanced algorithm for efficient communication at warehouse environment

An efficient clustering algorithm

Compact transaction database for efficient frequent pattern mining

Efficient mining for frequent itemsets with multiple convertible constraints

An efficient algorithm for mining association rules from multiple databases

A high efficient AprioriTid algorithm for mining association rule

Algorithm for Efficient Data Mining