A Survey on Outlier Detection Methods
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Views: 143 , Downloads: 101 | CTR: 71 % | Weekly Popularity: ⮙2

Survey Paper | Computer Science & Engineering | India | Volume 4 Issue 8, August 2015

A Survey on Outlier Detection Methods

Rajani S Kadam, Prakash R Devale

Outlier detection is the process of finding the data that behave very differently from the normal expected behavior. Outliers may be due to system errors, noise or human intended action. Outlier detection becomes an important task in any application to provide reliable and effective results. Many outlier detection methods are proposed amongst SVDD is most commonly used method. This paper provides a brief survey on the outlier detection methods.

Keywords: Outliers, Outlier detection, PCA, SVM, SVDD

Edition: Volume 4 Issue 8, August 2015

Pages: 2016 - 2019

Share this Article

How to Cite this Article?

Rajani S Kadam, Prakash R Devale, "A Survey on Outlier Detection Methods", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB157860, Volume 4 Issue 8, August 2015, 2016 - 2019

143 PDF Views | 101 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Outliers'

Views: 149 , Downloads: 71 | CTR: 48 % | Weekly Popularity: ⮙3

Research Paper, Computer Science & Engineering, Sweden, Volume 9 Issue 12, December 2020

Pages: 1137 - 1139

Predicting Diabetes using Gradient Boosting is a Machine Learning Technique

Ali Adam Mohammad

Share this Article

Views: 143 , Downloads: 101 | CTR: 71 % | Weekly Popularity: ⮙2

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 8, August 2015

Pages: 2016 - 2019

A Survey on Outlier Detection Methods

Rajani S Kadam, Prakash R Devale

Share this Article

Views: 143 , Downloads: 104 | CTR: 73 % | Weekly Popularity: ⮙3

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1850 - 1856

A Review on Detection of Outliers Over High Dimensional Streaming Data Using Cluster Based Hybrid Approach

Abhishek B. Mankar, Namrata Ghuse

Share this Article

Views: 133 , Downloads: 108 | CTR: 81 % | Weekly Popularity: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 2525 - 2528

Efficient Technique for Network Lifetime Enhancement by Cleaning Dirty Data

Komal V. Shiyale, Pranay D. Saraf

Share this Article

Views: 139 , Downloads: 108 | CTR: 78 %

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016

Pages: 1207 - 1210

Out Lier Detection and Clustering Analysis in Data Stream Classification

Neethu S, Sajni Nirmal

Share this Article

Similar Articles with Keyword 'Outlier detection'

Views: 143 , Downloads: 101 | CTR: 71 % | Weekly Popularity: ⮙2

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 8, August 2015

Pages: 2016 - 2019

A Survey on Outlier Detection Methods

Rajani S Kadam, Prakash R Devale

Share this Article

Views: 143 , Downloads: 104 | CTR: 73 % | Weekly Popularity: ⮙3

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1850 - 1856

A Review on Detection of Outliers Over High Dimensional Streaming Data Using Cluster Based Hybrid Approach

Abhishek B. Mankar, Namrata Ghuse

Share this Article

Views: 131 , Downloads: 105 | CTR: 80 % | Weekly Popularity: ⮙1

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1852 - 1856

Survey on Outlier Pattern Detection Techniques for Time-Series Data

Archana N., S. S. Pawar

Share this Article

Views: 139 , Downloads: 108 | CTR: 78 %

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016

Pages: 1207 - 1210

Out Lier Detection and Clustering Analysis in Data Stream Classification

Neethu S, Sajni Nirmal

Share this Article

Views: 164 , Downloads: 109 | CTR: 66 % | Weekly Popularity: ⮙1

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1787 - 1791

Document Clustering Approach for Forensic Analysis: A Survey

Prachi K. Khairkar, D. A. Phalke

Share this Article

Similar Articles with Keyword 'PCA'

Views: 143 , Downloads: 101 | CTR: 71 % | Weekly Popularity: ⮙2

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 8, August 2015

Pages: 2016 - 2019

A Survey on Outlier Detection Methods

Rajani S Kadam, Prakash R Devale

Share this Article

Views: 148 , Downloads: 102 | CTR: 69 %

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2040 - 2043

Improving Quality of Service in Cloud Based Networks with Software Defined Networks

Chinthagunta Mukundha

Share this Article

Views: 137 , Downloads: 104 | CTR: 76 % | Weekly Popularity: ⮙3

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 1537 - 1542

Remote Sensing Satellite Image Fusion Using Fast Curvelet Transforms

Namratha H. N., Raghu M. T.

Share this Article

Views: 122 , Downloads: 105 | CTR: 86 % | Weekly Popularity: ⮙2

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2369 - 2371

Analysis on PLSR in Contrast with PCR

Abhimanyu Kumar

Share this Article

Views: 141 , Downloads: 105 | CTR: 74 %

Review Papers, Computer Science & Engineering, India, Volume 5 Issue 8, August 2016

Pages: 1982 - 1984

A Study on Various Techniques for Face Recognition

Heena Goyal, Sonika Jindal

Share this Article

Similar Articles with Keyword 'SVM'

Views: 65 , Downloads: 44 | CTR: 68 % | Weekly Popularity: ⮙3

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021

Pages: 1682 - 1686

Support Vector Machine Based MRI Brain Tumor Detection

Nazima Yousuf, Mrigana Walia

Share this Article

Views: 95 , Downloads: 62 | CTR: 65 % | Weekly Popularity: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 12, December 2020

Pages: 1615 - 1620

Traffic Sign Detection via Graph Based Ranking and Segmentation Algorithm

Premsai Cheedella

Share this Article

Views: 143 , Downloads: 100 | CTR: 70 % | Weekly Popularity: ⮙3

Comparative Studies, Computer Science & Engineering, India, Volume 6 Issue 2, February 2017

Pages: 2147 - 2150

A Comparative Study of Algorithms used for Detection and Classification of Plant Diseases

Roshni C.R, Dr. M. Safish Mary

Share this Article

Views: 143 , Downloads: 101 | CTR: 71 % | Weekly Popularity: ⮙2

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 8, August 2015

Pages: 2016 - 2019

A Survey on Outlier Detection Methods

Rajani S Kadam, Prakash R Devale

Share this Article

Views: 130 , Downloads: 105 | CTR: 81 % | Weekly Popularity: ⮙2

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1520 - 1522

Survey of Various Techniques for Signature Recognition and Verification

Sharayu S. Sangekar, D. C. Dhanwani

Share this Article
Top