Logo
  • Home
  • About Us
    • Aim and Scope
    • Research Area
    • Impact Factor
    • Indexing
  • For Authors
    • Authors Guidelines
    • How to publish paper?
    • Download Paper format
    • Submit Manuscript
    • Processing Charges
    • Download Copyrights Form
    • Submit Payment-Copyrights
  • Archives
    • Current Issues
    • Past Issues
    • Conference Issues
    • Special Issues
    • Advance Search
  • IJARIIE Board
    • Join as IJARIIE Board
    • Advisory Board
    • Editorial Board
    • Sr. Reviewer Board
    • Jr. Reviewer Board
  • Proposal
    • Conferece Proposal
    • Special Proposal
    • Faqs
  • Contact Us
  • Payment Detail

Call for Papers:Vol.9 Issue.2

Submission
Last date
30-Apr-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-2. 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

  • How to Publish Paper
  • Submit Manuscript
  • Processing Charges
  • Submit Payment

Archives

  • Current Issue
  • Past Issue

IJARIIE Board

  • Member Of Board
  • Join As Board

Downloads

  • Authors Guidelines
  • Manuscript Template
  • Copyrights Form

Android App

Download IJARIIE APP
  • Authors
  • Abstract
  • Citations
  • Downloads
  • Similar-Paper

Authors

Title: :  IMPROVEMENT OF INITIAL CENTROIDS IN K MEANS CLUSTERING ALGORITHM
PaperId: :  1968
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 2 2016
DUI:    16.0415/IJARIIE-1968
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
AVNI GODARA, VARUN SHARMAAMITY UNIVERSITY
varun sharmaAMITY UNIVERSITY

Abstract

K MEANS CLUSTERING, DATAMINING
clustering, k means, prim's algorithm, centroid.
Clustering is an approach of data mining which classifies data according to correspondences and alterations and finds result frequently. Clustering has a method with name partition based clustering which tries to find out similarities and differences between data points with help of calculating distances between data points and relocate them again and again until no relocation is needed , and find accurate results. K means is also a part of partition based clustering, which also use distance measure to find similarities and differences between neighbourhood data points with Euclidean distance measure. The k means clustering algorithm generally consider as iteration based algorithm which used in daily life. The k means clustering algorithm works with spherical type clusters. In k means clustering randomly choose centroids, apply Euclidean distance measure, and form cluster of data points with minimum distance in respect to centroid. But the k means clustering has encountered a dilemma in preliminary centroid selection for the specified dataset. K means is insightful for preliminary centroids because result can vary according these preliminary centroids. The prim’s algorithm makes available an enhancement in k means of giving packed in the dataset and truthful data points as preliminary centroids. This enhanced k means afford better experimental results and better accuracy then classical k means. This enhanced k means provides less iterations comparatively with classical k means clustering. The prim’s algorithm tries to compact a cluster and gives centroids that has maximum probability of become center of that compact cluster and provide less re-allocation of centroids.

Citations

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

IJARIIE AVNI GODARA, VARUN SHARMA, and varun sharma. "IMPROVEMENT OF INITIAL CENTROIDS IN K MEANS CLUSTERING ALGORITHM" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 2 2016 Page 1773-1778
MLA AVNI GODARA, VARUN SHARMA, and varun sharma. "IMPROVEMENT OF INITIAL CENTROIDS IN K MEANS CLUSTERING ALGORITHM." International Journal Of Advance Research And Innovative Ideas In Education 2.2(2016) : 1773-1778.
APA AVNI GODARA, VARUN SHARMA, & varun sharma. (2016). IMPROVEMENT OF INITIAL CENTROIDS IN K MEANS CLUSTERING ALGORITHM. International Journal Of Advance Research And Innovative Ideas In Education, 2(2), 1773-1778.
Chicago AVNI GODARA, VARUN SHARMA, and varun sharma. "IMPROVEMENT OF INITIAL CENTROIDS IN K MEANS CLUSTERING ALGORITHM." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 2 (2016) : 1773-1778.
Oxford AVNI GODARA, VARUN SHARMA, and varun sharma. 'IMPROVEMENT OF INITIAL CENTROIDS IN K MEANS CLUSTERING ALGORITHM', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 2, 2016, p. 1773-1778. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/IMPROVEMENT_OF_INITIAL_CENTROIDS_IN_K_MEANS_CLUSTERING_ALGORITHM_ijariie1968.pdf (Accessed : 11 July 2017).
Harvard AVNI GODARA, VARUN SHARMA, and varun sharma. (2016) 'IMPROVEMENT OF INITIAL CENTROIDS IN K MEANS CLUSTERING ALGORITHM', International Journal Of Advance Research And Innovative Ideas In Education, 2(2), pp. 1773-1778IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/IMPROVEMENT_OF_INITIAL_CENTROIDS_IN_K_MEANS_CLUSTERING_ALGORITHM_ijariie1968.pdf (Accessed : 11 July 2017)
IEEE AVNI GODARA, VARUN SHARMA, and varun sharma, "IMPROVEMENT OF INITIAL CENTROIDS IN K MEANS CLUSTERING ALGORITHM," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 2, pp. 1773-1778, Mar-App 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/IMPROVEMENT_OF_INITIAL_CENTROIDS_IN_K_MEANS_CLUSTERING_ALGORITHM_ijariie1968.pdf [Accessed : 11 July 2017].
Turabian AVNI GODARA, VARUN SHARMA, and varun sharma. "IMPROVEMENT OF INITIAL CENTROIDS IN K MEANS CLUSTERING ALGORITHM." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 2 (11 July 2017).
Vancouver AVNI GODARA, VARUN SHARMA, and varun sharma. IMPROVEMENT OF INITIAL CENTROIDS IN K MEANS CLUSTERING ALGORITHM. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 11 July 2017]; 2(2) : 1773-1778. Available from: http://ijariie.com/AdminUploadPdf/IMPROVEMENT_OF_INITIAL_CENTROIDS_IN_K_MEANS_CLUSTERING_ALGORITHM_ijariie1968.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 7/11/2017 10:54:42 PM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Survey on Election Prediction Using Machine Learning TechniqueComputer EngineeringTejas Kolambe Download
A SMART IOT BASED FARM MANAGEMENT SYSTEM CONTROLLED AND MONITORED BY WEB APPLICATIONComputer EngineeringTejas Chavan Download
APPLICATION FOR VISUALLY IMPAIRED PEOPLEComputer Engineering Prof. M. V. Korade Download
Utilization of Machine Learning for predicting the Stock Price of AmazonComputer EngineeringDr.S.Selvakani Download
CAR PARKING SPACE DETECTION BASED ON SVM CLASSIFICATIONComputer EngineeringMs.R.Savitha Download
An Android-Based Virtual Doctor System for Improving Access to Medical ConsultationComputer EngineeringMd. Atikur Rahman Download
Artificial Intelligence for good Governance : A Review for AI integration in Government AdministrationsEngineeringRaghwendra Singh Download
Driver Drowsiness Detection AlertComputer EngineeringKapil Gajanan Shitole Download
A Deep Learning Approach of Hate Speech and Offensive Language Detection on Twittercomputer engineeringAfaroz Alam Download
Detection of Breast Cancer from Histopathology image and Classifying Benign and Malignant State Using Machine learningComputer EngineeringDr. Amol Potgantwar Download
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
12
For Authors
  • Submit Paper
  • Processing Charges
  • Submit Payment
Archive
  • Current Issue
  • Past Issue
IJARIIE Board
  • Member Of Board
  • Join As Board
Privacy and Policy
Follow us

Contact Info
  • +91-8401209201 (India)
  • +86-15636082010 (China)
  • ijariiejournal@gmail.com
  • M-20/234 Ami Appt,
    Nr.Naranpura Tele-Exch,
    Naranpura,
    Ahemdabad-380063
    Gujarat,India.
Copyright © 2023. IJARIIE. All Rights Reserved.