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.11 Issue.4

Submission
Last date
28-Aug-2025
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-11,Issue-4. 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: :  Automatic data categorization by Multi label Classification Using Semi-Supervised Singular Value Decomposition
PaperId: :  7592
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 4 Issue 2 2018
DUI:    16.0415/IJARIIE-7592
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Pooja MhaskeK K wagh collage Nashik
Aishwarya ThoteK K wagh collage Nashik
Shreyan SaraswatK K wagh collage Nashik
Mayur SongireK K wagh collage Nashik
Prof. A. V. KolapkarK K wagh collage Nashik

Abstract

Computer Engineering
Singular value decomposition, multi-label, nuclear norm regularization.
In various domains including automatic multimedia data categorization, multilabel problems are arised, and have generated significant interest in computer vision and machine learning. However, existing methods do not adequately address two key challenges i.e. exploiting correlations between labels and making up for the lack of labelled data or even missing labelled data. We propose use of a semi supervised singular value decomposition to handle these two challenges. The proposed model takes advantage of the nuclear norm regularization on the Singular Value Decomposition electively capture the label correlations. Proposed method can exploit the label correlations and obtain promising and better label prediction results than the state-of-the-art methods.

Citations

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

IJARIIE Pooja Mhaske, Aishwarya Thote, Shreyan Saraswat, Mayur Songire, and Prof. A. V. Kolapkar. "Automatic data categorization by Multi label Classification Using Semi-Supervised Singular Value Decomposition" International Journal Of Advance Research And Innovative Ideas In Education Volume 4 Issue 2 2018 Page 689-691
MLA Pooja Mhaske, Aishwarya Thote, Shreyan Saraswat, Mayur Songire, and Prof. A. V. Kolapkar. "Automatic data categorization by Multi label Classification Using Semi-Supervised Singular Value Decomposition." International Journal Of Advance Research And Innovative Ideas In Education 4.2(2018) : 689-691.
APA Pooja Mhaske, Aishwarya Thote, Shreyan Saraswat, Mayur Songire, & Prof. A. V. Kolapkar. (2018). Automatic data categorization by Multi label Classification Using Semi-Supervised Singular Value Decomposition. International Journal Of Advance Research And Innovative Ideas In Education, 4(2), 689-691.
Chicago Pooja Mhaske, Aishwarya Thote, Shreyan Saraswat, Mayur Songire, and Prof. A. V. Kolapkar. "Automatic data categorization by Multi label Classification Using Semi-Supervised Singular Value Decomposition." International Journal Of Advance Research And Innovative Ideas In Education 4, no. 2 (2018) : 689-691.
Oxford Pooja Mhaske, Aishwarya Thote, Shreyan Saraswat, Mayur Songire, and Prof. A. V. Kolapkar. 'Automatic data categorization by Multi label Classification Using Semi-Supervised Singular Value Decomposition', International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 2, 2018, p. 689-691. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Automatic_data_categorization_by_Multi_label_Classification_Using_Semi_Supervised_Singular_Value_Decomposition_ijariie7592.pdf (Accessed : 14 February 2020).
Harvard Pooja Mhaske, Aishwarya Thote, Shreyan Saraswat, Mayur Songire, and Prof. A. V. Kolapkar. (2018) 'Automatic data categorization by Multi label Classification Using Semi-Supervised Singular Value Decomposition', International Journal Of Advance Research And Innovative Ideas In Education, 4(2), pp. 689-691IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Automatic_data_categorization_by_Multi_label_Classification_Using_Semi_Supervised_Singular_Value_Decomposition_ijariie7592.pdf (Accessed : 14 February 2020)
IEEE Pooja Mhaske, Aishwarya Thote, Shreyan Saraswat, Mayur Songire, and Prof. A. V. Kolapkar, "Automatic data categorization by Multi label Classification Using Semi-Supervised Singular Value Decomposition," International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 2, pp. 689-691, Mar-App 2018. [Online]. Available: http://ijariie.com/AdminUploadPdf/Automatic_data_categorization_by_Multi_label_Classification_Using_Semi_Supervised_Singular_Value_Decomposition_ijariie7592.pdf [Accessed : 14 February 2020].
Turabian Pooja Mhaske, Aishwarya Thote, Shreyan Saraswat, Mayur Songire, and Prof. A. V. Kolapkar. "Automatic data categorization by Multi label Classification Using Semi-Supervised Singular Value Decomposition." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 4 number 2 (14 February 2020).
Vancouver Pooja Mhaske, Aishwarya Thote, Shreyan Saraswat, Mayur Songire, and Prof. A. V. Kolapkar. Automatic data categorization by Multi label Classification Using Semi-Supervised Singular Value Decomposition. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2018 [Cited : 14 February 2020]; 4(2) : 689-691. Available from: http://ijariie.com/AdminUploadPdf/Automatic_data_categorization_by_Multi_label_Classification_Using_Semi_Supervised_Singular_Value_Decomposition_ijariie7592.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 2/14/2020 8:19:32 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Real-Time Hand Gesture Recognition with Finger Counting (Using OpenCV and Mediapipe)Computer scienceBhumika Sahu Download
Diffie Hellman Key Exchange Algorithm with Man in the middle attack (MITM)Computer Science EngineeringMahesh Purushottam Gajbhiye Download
AN IMPROVED ATTRIBUTE BASED ACCESS CONTROL IN PERSONAL HEALTH RECORDS USING CLOUD WITH CONSTANT CIPHERTEXT LENGTHScience and TechBitrus Isahaka Dzarma Download
Driver Drowsiness Detection System By Measuring EAR and MARComputer Engineering Zoya Fatema Khan Download
Cloud-Based File Storage and Sharing Web ApplicationComputer Science & EngineeringMohammed Aadil Download
STUDYNEST: ONLINE LEARNING PLATFORM WITH AI RECOMMENDATION SYSTEMComputer Science and Engineering Urvashi Suresh Waghmare Download
Leveraging AWS for Developing and Hosting a Dynamic Food Ordering Web ApplicationComputer EngineeringAfshin Khanam Download
Edge-to-Cloud Synergy: An Autoencoder-GAN Framework for Anomaly Detection in Healthcare Records, Financial Statements, and Secure Cloud StorageInformation TechnologyKarthik Kushala Download
E-Commerce Fraud Detection Based on Machine Learning TechniquesComputer Science EngneeringVikram Ankush Ade Download
Detection of Phishing Website Using Gradient Boosting AlgorithmComputer Science and EngineeringYAWALKAR PRASAD PRAMOD Download
Property Dealing WebComputer Science EngineeringYash Chaudhari Download
Reinforcement Learning for the Evolution of Antimicrobial Nano formulationsmachine learningMadhusudan Download
SecuraVault: A secured blockchain based cloud storage systemComputer Engineering Anshika Jaiswal Download
Autoimmune Disease Detection in women Using Machine Learning Approachcomputer science EngineeringJ. L. V. S. Download
Medicine Overdose Detection System Using Machine LearningComputer Science EngineeringDr.Somashekhar B M 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 © 2025. IJARIIE. All Rights Reserved.