ASSOCIATION RULE MINING USING MODIFIED BPSO
Journal Title: International Journal of Computer Science Engineering and Information Technology Research (IJCSEITR) - Year 2017, Vol 7, Issue 2
Abstract
In this paper, for formulating rules, we are using modified BPSO based on mutation function. Association rules are generated without specifying minimum support and confidence which improves the drawback of apriori, Fp-growth algorithm. In proposed method, the problem of convergence in BPSO is improved using mutation part of Genetic Algorithm and also comparing the results of BPSO and modified BPSO.
Authors and Affiliations
AMIT KUMAR CHANDANAN, KAVITA 2, M K SHUKLA
Keywords
Related Articles
- EP ID EP222281
- DOI -
- Views 168
- Downloads 0
Study of Knowledge Sharing on Onion Crops Among the Farmers in Perambalur District
This study was conducted in the onion producing area of Tamil Nadu state i.e. Perambalur district, to determine the risk and to produce the onion crops more effectively and efficiently to give more production quantity. T...
AN APPROACH TO DETECT TEXT IN VIDEO
Detection and extraction of embedded and scene text from video is an important research problem. Its major application is in context based retrieval system. Most of the approaches for this problem make assumption based o...
Neural Network Based Signature Verification Model for Bank Cheques with Three Specimen Signatures
Researches in offline signature verification use a large number of genuine and forged samples for the verification purpose, whereas real time banking system uses only a limited number of genuine samples. To go along with...
NATURE INSPIRED ALGORITHMS FOR TEST SUITE OPTIMIZATION FOR REGRESSION TESTING: AN INVESTIGATION
Software Testing is one of the expensive activities in software development. But at the same time, it will assure the quality of the software product. Software testing will take more cost and maximum time which actually...
A CASE STUDY OF EXISTING QUALITY MODEL BASED ON DEFECTS & TESTS MANAGEMENT OF EMBEDDED SOFTWARE SYSTEM
Any customer buying or using a product or services first thinks of quality. Quality is directly associated with what an end user expects to work and whether it’s working as per requirements or features delivered. Anythin...