M.Tech / M.E / PhD Thesis | Computer Science & Engineering | India | Volume 4 Issue 4, April 2015
Risk Distribution and Validation of Data in Passport Data Analysis Using Cluster Analysis
Sucheta Gulia, Dr. Rajan Vohra
This paper presents a comprehensive statistical experiment to identify the sensitive office from the passport database. Data mining is the process of finding the meaningful patterns, correlations among dozens of fields that lie hidden within very large databases. The presented work focus on implementing different data mining approaches on passport database which is the primary data taken from passport offices. This paper combines two major approaches to provide profiling via clustering and validation of data using classification. According to defined approach, clustering is implemented to profile offices according to their risk identified. The design of experiments software named Weka Tool is used for making clusters using attributes place of issue and risk type dataset by using simple k means algorithm. With the simulation and analysis results, identify the sensitive centre which contribute to high risk score
Keywords: Clustering simple k-means, Profiling, Distribution, Validation, Weka tool
Edition: Volume 4 Issue 4, April 2015
Pages: 2790 - 2794
How to Cite this Article?
Sucheta Gulia, Dr. Rajan Vohra, "Risk Distribution and Validation of Data in Passport Data Analysis Using Cluster Analysis", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB153773, Volume 4 Issue 4, April 2015, 2790 - 2794
23 PDF Views | 26 PDF Downloads
Similar Articles with Keyword 'Profiling'
Review Papers, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 487 - 491Policy based Collaborative Tagging for Privacy Protection
Benazeer Inamdar, Gyankamal Chhajed
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 613 - 618Search Engine Based on Mobile User Customization
Talluri Chakradhar, Miryala Venkatesh
Review Papers, Computer Science & Engineering, India, Volume 4 Issue 3, March 2015
Pages: 1097 - 1101Advanced Content Based Mobile Search Engine
Patil Anuja A., M. M. Naoghare
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015
Pages: 2790 - 2794Risk Distribution and Validation of Data in Passport Data Analysis Using Cluster Analysis
Sucheta Gulia, Dr. Rajan Vohra
Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016
Pages: 1403 - 1409A Survey Based on Performance-Bug Detection
S. Maheswari, Dr. K. Chitra
Similar Articles with Keyword 'Distribution'
Research Paper, Computer Science & Engineering, Ghana, Volume 4 Issue 2, February 2015
Pages: 2448 - 2452Reliable and Rapid Routing Configurations for Network Recovery
William Asiedu K. O. Boateng
Research Paper, Computer Science & Engineering, Lebanon, Volume 6 Issue 6, June 2017
Pages: 1491 - 1494Architecture and Management of Medical Laboratory within a Hospital Center (CheBHosp)
Mohamad Ali Cheaito
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015
Pages: 2294 - 2295Timeboxing: Hurdles and Solutions
Basant Namdeo
Review Papers, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015
Pages: 2369 - 2372Multi-Level Complex Key Sharing For Secure Access and Authorization on Cloud Platforms
Jaskarandeep Punia, Rajesh Kumar Bawa
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 1658 - 1660A Review of Pairwise Key Establishment Techniques for Wireless Sensor Networks
Dinesh Dhakar, Ravi Khatri
Similar Articles with Keyword 'Validation'
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1815 - 1819Discriminative Feature Selection by Nonparametric Way with Cluster Validation
Choudari Anantha, Dharmaiah Devarapalli
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016
Pages: 1158 - 1164Chinese Sign Language Alpha-Numeric Character Classification using Neural Network
R. B. Mapari, G. U. Kharat
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 3, March 2015
Pages: 895 - 898Enhancement of High SRs and Low SDs of bTSE using Trace Based Simulation in Mobile Social Network
Rajesh Kumar, R. Hariharan
Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016
Pages: 1803 - 1807Network Testing: An Overview of Approaches
Suchita Navpute, Sanjeev J. Wagh
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014
Pages: 851 - 854Facial Expression Recognition Using Fuzzy Logic
Sanjay Singh Pal, Muzammil Hasan
Similar Articles with Keyword 'Weka tool'
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 8, August 2016
Pages: 985 - 990Enhancing Security and Event Management Using Association Rule Mining
M. Nithya, A. Komathi
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015
Pages: 2790 - 2794Risk Distribution and Validation of Data in Passport Data Analysis Using Cluster Analysis
Sucheta Gulia, Dr. Rajan Vohra
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014
Pages: 550 - 554N-Gram Analysis in SVM Training Phase Reduction Using Dataset Feature Filtering for Malware Detection
Pagidimarri Venu, Dasu Vaman Ravi Prasad
Comparative Studies, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 761 - 765Comparative Study of Soft Computing Techniques on Medical Datasets
Mangesh Metkari, M.A. Pradhan
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016
Pages: 2310 - 2313Spatio-Temporal Clustering for Environmental Data: India
Mariyam Kidwai, Garima Srivastava