Call for Papers:Vol.9 Issue.1

Submission
Last date		 26-Feb-2023
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-9,Issue-1. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  Large Scale Data Clustering Using Various-Widths Clustering Approach
PaperId: :  6710
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 5 2017
DUI:    16.0415/IJARIIE-6710
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Mrs.Harshal Rushiraj AgasheK.K.Wagh College Of Engineering And Research Center Nashik
Prof.Satish S BanaitK.K.Wagh College Of Engineering And Research Center Nashik

Abstract

Computer Engineering
Clustering, k-Nearest Neighbor, Tree Index, large scale data, MapReduce.
To perform a clustering widely used and most powerful technique is used i.e k-nearest neighbor. This approach required large computational cost for high dimensional datasets. The proposed work focuses on k-NN is based on various clustering widths on large scale data. We are proposing modified kNN approach with MapReduce parallel computing algorithm and clusters grouping with goal of improving the performance in terms of clustering time, pre-processing costs and querying cost while working with high dimensional data. First we are presenting the kNN method using various width clustering to efficiently extract the kNNs for input query object from the dataset. The given dataset is clustered using global width then each cluster that satisfies its predefined criteria i.e threshold value is recursively clustered using their local width. To prune unlikely clusters triangle inequality was used earlier, but we designed tree based approach in which centers of clusters grouped into the tree based index to maximize the more clusters pruning. To reduce the processing time and clustering time, we designed parallel computing algorithm based on MapReduce.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Mrs.Harshal Rushiraj Agashe, and Prof.Satish S Banait. "Large Scale Data Clustering Using Various-Widths Clustering Approach" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 5 2017 Page 815-821
MLA Mrs.Harshal Rushiraj Agashe, and Prof.Satish S Banait. "Large Scale Data Clustering Using Various-Widths Clustering Approach." International Journal Of Advance Research And Innovative Ideas In Education 3.5(2017) : 815-821.
APA Mrs.Harshal Rushiraj Agashe, & Prof.Satish S Banait. (2017). Large Scale Data Clustering Using Various-Widths Clustering Approach. International Journal Of Advance Research And Innovative Ideas In Education, 3(5), 815-821.
Chicago Mrs.Harshal Rushiraj Agashe, and Prof.Satish S Banait. "Large Scale Data Clustering Using Various-Widths Clustering Approach." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 5 (2017) : 815-821.
Oxford Mrs.Harshal Rushiraj Agashe, and Prof.Satish S Banait. 'Large Scale Data Clustering Using Various-Widths Clustering Approach', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 5, 2017, p. 815-821. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Large_Scale_Data_Clustering_Using_Various_Widths_Clustering_Approach_ijariie6710.pdf (Accessed : ).
Harvard Mrs.Harshal Rushiraj Agashe, and Prof.Satish S Banait. (2017) 'Large Scale Data Clustering Using Various-Widths Clustering Approach', International Journal Of Advance Research And Innovative Ideas In Education, 3(5), pp. 815-821IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Large_Scale_Data_Clustering_Using_Various_Widths_Clustering_Approach_ijariie6710.pdf (Accessed : )
IEEE Mrs.Harshal Rushiraj Agashe, and Prof.Satish S Banait, "Large Scale Data Clustering Using Various-Widths Clustering Approach," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 5, pp. 815-821, Sep-Oct 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/Large_Scale_Data_Clustering_Using_Various_Widths_Clustering_Approach_ijariie6710.pdf [Accessed : ].
Turabian Mrs.Harshal Rushiraj Agashe, and Prof.Satish S Banait. "Large Scale Data Clustering Using Various-Widths Clustering Approach." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 5 ().
Vancouver Mrs.Harshal Rushiraj Agashe, and Prof.Satish S Banait. Large Scale Data Clustering Using Various-Widths Clustering Approach. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : ]; 3(5) : 815-821. Available from: http://ijariie.com/AdminUploadPdf/Large_Scale_Data_Clustering_Using_Various_Widths_Clustering_Approach_ijariie6710.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
A Machine Learning Approach for Cross Script Named Entity Recognitioncomputer engineeringAnushka singh Download
A Deep Learning Approach of Hate Speech and Offensive Language Detection on Twitter -A REVIEWcomputer engineering Afaroz Alam Download
REST Assured for Automating APIs TestingComputer Science and EngineeringMs. Rekha Shelake Download
The Artificial Intelligence Impact on Software TestingComputer EngineeringSainath Asaram Bhad Download
An IoT-Based Intelligent System for Realtime Parking MonitoringComputer EngineeringProf. H. R. Agashe Download
The Freshness of Food Detection using the Internet of Things and Android AppComputer EngineeringProf. Smita Thakare Download
Development and Prototyping of Android Vehicle Maintenance Applications using Figma and KotlinComputer EngineeringAjub Ajulian Download
Effective Time Management in the Academic & Achievement of Students.Applied Science & Computer Engieering Prof: Prof Belkar Janardhan Ambadas1 Download
Dynamic Churn Prediction System using Machine Learning AlgorithmsComputer EngineeringProf. S. N. Bhadane Download
Distribution of occupied resources by fuzzy customers in a shared-resource systemCommunication engineering, computer engineering, production engineeringToky Basilide Ravaliminoarimalalason Download
Survey On Smart Taxi Booking SystemComputer EngineeringPrathmesh Gonjare Download
Survey Paper on Blockchain Based Crowd-sourcing Systems and automation of Question Paper GenerationComputer EngineeringAditi Polkam Download
Virtual Assistant using PythonComputer EngineeringVineet Gupta Download
QR CODE GENERATOR USING PYTHONComputer EngineeringKomal Bhika Mandal Download
“Mining the large Banking dataset by using K-means, DBSCAN and HAC in WEKA tool”COMPUTER ENGINEERINGJYOTI Download
12