Survey Paper | Computer Science & Engineering | India | Volume 3 Issue 10, October 2014
A Survey on Big Data Mining Algorithms
S. Sivasankar, T. Prabhakaran
In recent years with the explosive development of internet the size of data has grown a large and reached petabytes size. Bigdataisanimmensecollection ofboth structured and unstructured data. Due to its large size discovering knowledge or obtaining pattern from big data within an elapsed time is a complicated task. A number of algorithmic techniques have been designed for big data mining in an effective manner. The various mining algorithms like Two-Phase Top -Down Specialization approach (TPTDS), Tree- Based Association rules (TARs), FuzzyC Means (FCM) algorithm and Associate Rule Mining (ARM) algorithm are surveyed in this paper and the results obtained are compared and evaluated by the parameters such as execution time, information loss and extraction time.
Keywords: Big data, TPTDS, TAR, FCM, ARM
Edition: Volume 3 Issue 10, October 2014
Pages: 1676 - 1680
How to Cite this Article?
S. Sivasankar, T. Prabhakaran, "A Survey on Big Data Mining Algorithms", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=OCT14521, Volume 3 Issue 10, October 2014, 1676 - 1680
130 PDF Views | 95 PDF Downloads
Similar Articles with Keyword 'Big data'
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 10, October 2016
Pages: 1345 - 1350Security Methods for Privacy Preserving and Data Sharing Over Cloud Computing and Big Data Frameworks
Kapilesh S. Swami, Dr. P Sai Kiran
Research Paper, Computer Science & Engineering, India, Volume 6 Issue 1, January 2017
Pages: 1363 - 1366Internet of Things & Creation of the Fifth V of Big Data
Shaurya Shekhar
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015
Pages: 2241 - 2244Backup Anomaly Identification with R and Hadoop
Ravindra Phule, Madhav Ingle
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 9, September 2015
Pages: 1598 - 1602Information Acquisition Utilizing Parallel Rough Set and MapReduce from Big Information
Sachin Jadhav, Shubhangi Suryawanshi
Informative Article, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016
Pages: 1482 - 1485Overview of Big Data
Nivedita Manohar
Similar Articles with Keyword 'TAR'
Survey Paper, Computer Science & Engineering, India, Volume 7 Issue 1, January 2018
Pages: 81 - 84Novel Approach to Virtual Machine Migration In Cloud Computing Environment - A Survey
Priyanka H, Dr. Mary Cherian
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2267 - 2274Two Accounts of Solitude in Online Communal Networks
Alla Venu Gopal, G. Srinivasa Reddy
Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 10, October 2016
Pages: 1554 - 1557Paid and Non-Paid Marketing Strategies for Search Engine Optimization
Elton D'souza; Gursheen Grewal; Divya Unnikrishnan; Neelam Phadnis
Research Paper, Computer Science & Engineering, India, Volume 2 Issue 4, April 2013
Pages: 474 - 478Wireless Energy Meter and Billing via SMS
P.V. Santhoshi Roja, B. Kiran Babu, V. Samson Deva Kumar
Masters Thesis, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020
Pages: 431 - 433Real Time Signal Quality ECG Telemetry System for IoT - Based Health Care Monitoring
Arjumand Arshi, Dr. Sameena Banu
Similar Articles with Keyword 'FCM'
Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016
Pages: 1980 - 1983A Review on Clustering of Uncertain Data
Manisha Padole, Sonali Bodkhe
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016
Pages: 955 - 959A Hybrid Approach of Fuzzy C-mean Clustering and Genetic Algorithm (GA) to Improve Intrusion Detection Rate
Kamaldeep Kaur, Navjot Kaur
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014
Pages: 1159 - 1163Comparative Analysis of Different Algorithms for Brain Tumor Detection
Richa Aggarwal, Amanpreet Kaur
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014
Pages: 1676 - 1680A Survey on Big Data Mining Algorithms
S. Sivasankar, T. Prabhakaran
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015
Pages: 2081 - 2085Cloud Based Task Scheduling Using Fuzzy C-Means and Linear Programming Approach
Mahesh S. Shinde, Anilkumar Kadam
Similar Articles with Keyword 'ARM'
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1486 - 1489Mobile Based Marketing System Using Privacy and Security Aware Location Based Rewarding System
Digvijay A. Patil, Yogesh B. Gurav
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 2275 - 2278Data Collection from Clusters in Wireless Sensor Network with Help of Mobile Nodes
Suraj Borge, Mayura Kinikar
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 8, August 2014
Pages: 1029 - 1031Information Technology Implementation for Comprehensive Development of Rural India - A Review
Vaishnavi J. Deshpande, Dr. Rajeshkumar U. Sambhe
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 1167 - 1170Secured Location Based Bus Route Locator Application for Android Mobiles
Dayanand G Savakar, Ravi Hosur
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014
Pages: 1572 - 1577Analysis of Various Malicious Node Detection Techniques: A Review
Priyanka, Mukesh Dalal