Downloads: 104
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
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
Similar Articles with Keyword 'Outliers'
Downloads: 71
Research Paper, Computer Science & Engineering, Sweden, Volume 9 Issue 12, December 2020
Pages: 1137 - 1139Predicting Diabetes using Gradient Boosting is a Machine Learning Technique
Ali Adam Mohammad
Downloads: 105
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 1850 - 1856A Review on Detection of Outliers Over High Dimensional Streaming Data Using Cluster Based Hybrid Approach
Abhishek B. Mankar, Namrata Ghuse
Similar Articles with Keyword 'Outlier detection'
Downloads: 105
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 1850 - 1856A Review on Detection of Outliers Over High Dimensional Streaming Data Using Cluster Based Hybrid Approach
Abhishek B. Mankar, Namrata Ghuse
Downloads: 107
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1852 - 1856Survey on Outlier Pattern Detection Techniques for Time-Series Data
Archana N., S. S. Pawar
Similar Articles with Keyword 'PCA'
Downloads: 105
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015
Pages: 1537 - 1542Remote Sensing Satellite Image Fusion Using Fast Curvelet Transforms
Namratha H. N., Raghu M. T.
Downloads: 105
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 2040 - 2043Improving Quality of Service in Cloud Based Networks with Software Defined Networks
Chinthagunta Mukundha
Similar Articles with Keyword 'SVM'
Downloads: 1 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021
Pages: 1188 - 1193Profit Contribution of Bank Customer from Different Business Liabilities
Vinod Desai, Shalini B Ullagaddi, Vittal A Odeyar
Downloads: 5 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021
Pages: 314 - 318Parkinson Disease Detection Using Machine Learning Algorithms
Yatharth Nakul, Ankit Gupta, Hritik Sachdeva