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.3

Submission
Last date
28-Jun-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-3. 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: :  VISUAL DATA MINING FOR DNA SEQUENCES
PaperId: :  3769
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 1 2017
DUI:    16.0415/IJARIIE-3769
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
K.GaneshbabuSri Kaliswari College, Sivakasi
R.PrabakaranSri Kaliswari College, Sivakasi

Abstract

Computer Engineering
DNA sequences, Rule­based classifiers, Neural networks, Visualization, Data mining
In this paper we describe data exploration techniques designed to classify DNA sequences. Several visualization and data mining techniques were used to validate and attempt to discover new methods for distinguishing coding DNA sequences, or exons, from non­coding DNA sequences, or introns. The goal of the data mining was to see whether some other possibly non­linear combination of the fundamental position dependent DNA nucleotide frequency values could be a better predictor than the AMI[6]. We tried many different classification techniques including rule­based classifiers and neural networks. We also used visualization of both the original data and the results of the data mining to help verify patterns and to understand the distinction between the different types of data and classifications. In particular, the visualization helped us develop refinements to neural network classifiers, which have accuracy's as high as any known method. In the conclusion, we discuss the interactions between visualization and data mining and suggest an integrated approach.

Citations

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

IJARIIE K.Ganeshbabu, and R.Prabakaran. "VISUAL DATA MINING FOR DNA SEQUENCES" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 1 2017 Page 941-946
MLA K.Ganeshbabu, and R.Prabakaran. "VISUAL DATA MINING FOR DNA SEQUENCES." International Journal Of Advance Research And Innovative Ideas In Education 3.1(2017) : 941-946.
APA K.Ganeshbabu, & R.Prabakaran. (2017). VISUAL DATA MINING FOR DNA SEQUENCES. International Journal Of Advance Research And Innovative Ideas In Education, 3(1), 941-946.
Chicago K.Ganeshbabu, and R.Prabakaran. "VISUAL DATA MINING FOR DNA SEQUENCES." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 1 (2017) : 941-946.
Oxford K.Ganeshbabu, and R.Prabakaran. 'VISUAL DATA MINING FOR DNA SEQUENCES', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 1, 2017, p. 941-946. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/VISUAL_DATA_MINING_FOR_DNA_SEQUENCES_ijariie3769.pdf (Accessed : 07 March 2017).
Harvard K.Ganeshbabu, and R.Prabakaran. (2017) 'VISUAL DATA MINING FOR DNA SEQUENCES', International Journal Of Advance Research And Innovative Ideas In Education, 3(1), pp. 941-946IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/VISUAL_DATA_MINING_FOR_DNA_SEQUENCES_ijariie3769.pdf (Accessed : 07 March 2017)
IEEE K.Ganeshbabu, and R.Prabakaran, "VISUAL DATA MINING FOR DNA SEQUENCES," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 1, pp. 941-946, Jan-Feb 2017. [Online]. Available: https://ijariie.com/AdminUploadPdf/VISUAL_DATA_MINING_FOR_DNA_SEQUENCES_ijariie3769.pdf [Accessed : 07 March 2017].
Turabian K.Ganeshbabu, and R.Prabakaran. "VISUAL DATA MINING FOR DNA SEQUENCES." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 1 (07 March 2017).
Vancouver K.Ganeshbabu, and R.Prabakaran. VISUAL DATA MINING FOR DNA SEQUENCES. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 07 March 2017]; 3(1) : 941-946. Available from: https://ijariie.com/AdminUploadPdf/VISUAL_DATA_MINING_FOR_DNA_SEQUENCES_ijariie3769.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 3/7/2017 1:14:40 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Personalized Fitness Segmentation with Actionable InsightsMachine LearningAnju Tiwari Download
Driver Drowsiness Detection System Using OpenCV And IOTComputer Science And EngineeringAkshay Amrutkar Download
Stock Sense: Deep Learning based stock-market prediction toolComputer Science and Engineering (Data Science)Meet Manoj Agarwal Download
AN AI POWERED MENTAL HEATH AND WELLNESS COMPAIONComputer Science EngineeringDr . Archana B Download
PREDICTING GENETIC VARIANTS PATHOGENECITYComputer EngineeringSyed Arbeena Kausar Download
ANDROID MALWARE DETECTION USING MACHINE LEARNING TECHNIQUESCOMPUTER SCIENCE AND ENGINEERINGS. Saiful Islam Download
IMPROVING HEALTHCARE PREDICTION OF DIABETIC PATIENTS USING KNN IMPUTED FEATURES AND TRI-ENSEMBLE MODELCOMPUTER SCIENCE AND ENGINEERINGS. Mahammad Arif Download
MONEY LAUNDERING DETECTION USING MACHINE LEARNING METHODSCOMPUTER SCIENCE AND ENGINEERINGY B. Shashank Raj Download
LEVERAGING SPATIOTEMPORAL PATTERNS FOR CYBER ATTACK DETECTION IN DISTRIBUTION SYSTEMCOMPUTER SCIENCE AND ENGINEERINGV. Kumar Download
Real-Time Heart Disease Prediction Using Machine LearningCOMPUTER SCIENCE AND ENGINEERINGP. Sri Pavan Hari Charan Download
HAND AND FACE LANDMARKS DETECTION USING MEDIA PIPE AND AICOMPUTER SCIENCE AND ENGINEERINGK. V. Bharath Kumar Download
VEHICLES SPEED DETECTION SYSTEM USING OPENCVCOMPUTER SCIENCE AND ENGINEERINGS. Santosh Download
SUSPICIOUS HUMAN ACTIVITY RECOGNITION FROM SURVEILLANCE VIDEOS USING DEEP LEARNINGCOMPUTER SCIENCE AND ENGINEERINGM. Lakshmi kanth Download
DETECTION OF THYROID DISORDERS USING MACHINE LEARNING APPOARCHCOMPUTER SCIENCE AND ENGINEERINGP. Shamiulla Download
Events Recommendation SystemComputer Science and EngineeringDharsana S 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.