Implementation of FAST using Map-Reduce
Abstract & Details
Research Area
Computer Engeneering
Keywords
Data Mining
FAST
Redundant Features
Irrelevant features
Clustering
Representative Features
Hadoop
Map - Reduce.
Abstract
The process of finding interesting patterns and knowledge from huge amount of data is known as Data Mining. Association rule mining is One of the most important techniques in this field is association rule mining. Association rule mining is a process which is meant to discover frequent patterns, correlations, associations, or causal structures from datasets. Feature selection is the process of selecting a subset of relevant features from large amount of data. Feature selection involves identifying a subset of the most useful features that reduces the size of original dataset. A feature selection algorithm may be evaluated from both the efficiency and effectiveness points of view. Efficiency is based on the time required to find a subset of features and the effectiveness is related to the quality of the subset of features. Based on these criteria, a fast clustering-based feature selection algorithm, FAST, is used.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Sandhya Waghere | PCCOE,Pune |
| 2 | Tejal Shah | PCCOE,Pune |
| 3 | Dipali Morankar | PCCOE,Pune |
| 4 | Kajal Sawant | PCCOE,Pune |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Waghere, Sandhya, Shah, Tejal, Morankar, Dipali, & Sawant, Kajal (2019). Implementation of FAST using Map-Reduce. International Journal of Advance Research and Innovative Ideas In Education, 5(2), 407-415.
MLA Style
Waghere, Sandhya, et al. "Implementation of FAST using Map-Reduce." International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 2, 2019, pp. 407-415.
IEEE Style
Sandhya Waghere, Tejal Shah, Dipali Morankar, and Kajal Sawant, "Implementation of FAST using Map-Reduce," International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 2, pp. 407-415, 2019.
Vancouver Style
Waghere Sandhya, Shah Tejal, Morankar Dipali, Sawant Kajal. Implementation of FAST using Map-Reduce. International Journal of Advance Research and Innovative Ideas In Education. 2019;5(2):407-415.
Harvard Style
Waghere, Sandhya, Shah, Tejal, Morankar, Dipali, & Sawant, Kajal (2019) 'Implementation of FAST using Map-Reduce', International Journal of Advance Research and Innovative Ideas In Education, 5(2), pp. 407-415.
Chicago Style
Waghere, Sandhya, et al. "Implementation of FAST using Map-Reduce." International Journal of Advance Research and Innovative Ideas In Education 5, no. 2 (2019): 407-415.
Turabian Style
Waghere, Sandhya, et al. "Implementation of FAST using Map-Reduce." International Journal of Advance Research and Innovative Ideas In Education 5, no. 2 (2019): 407-415.
Related Research
CYBERSECURITY WITH AI
PDF Unavailable
DESIGN AND IMPLEMENTATION OF A SECURE IMAGE STEGANOGRAPHY SYSTEM USING LSB AND CRYPTOGRAPHY
PDF Unavailable
A NOVEL HYBRID IMAGE STEGANOGRAPHY TECHNIQUE BASED ON LSB AND CRYPTOGRAPHIC SECURITY
PDF Unavailable
BioPrint AI: An Intelligent Deep Learning and Computer Vision Based Blood Group Identification System Using Fingerprint Patterns
PDF Unavailable
AnimalAid AI: A Deep Learning Powered Early Warning System for Detecting Skin Infections and Diseases in Stray Dogs
PDF Unavailable
LiverCare AI: Intelligent Medical Imaging Platform for Liver Tumor Detection and Clinical Guidance
PDF Unavailable