A framework for selecting features using various soft computing algorithms

M Rana, J Singla - … 6th International Conference on Trends in …, 2022 - ieeexplore.ieee.org
“Particle Swarm Optimization”(PSO),“Artificial Bee Colony algorithm”(ABC) are the typical
example of evolutionary algorithm. In this paper pre-processing was done initially to clean …

An optimization of association rule mining for large database using K-map and Genetic Algorithm: A review

G Dhanore, SK Chaturvedi - 2014 International Conference on …, 2014 - ieeexplore.ieee.org
In the field of data mining association rule is a very popular and efficient technique while it
has different technique such as classification, clustering, sequential pattern etc to extract or …

[PDF][PDF] A Review on Association Rule Mining with Genetic Algorithm

M Rana, PS Mann - … for Science and Emerging Technologies with …, 2013 - researchgate.net
Data mining includes number of techniques like clustering, classification, sequential
patterns, association rules and etc. Association rule mining is a technique for mining …

A Pre-processing Model for Feature Extraction Based on K-mean, PSO and ABC

M Rana, J Singla - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
To achieve efficient rule mining feature selection or preprocessing is need to be handled
before the implementing the optimization technique. For these different methods are …

[PDF][PDF] A Comprehensive Review of Data Mining Rules Generation Algorithms.

M Rana, J Singla - Turkish Online Journal of Qualitative Inquiry, 2021 - researchgate.net
These days, mining and extracting data from wide range of information is required by the
companies or organisations. For completing this process Knowledge Discovery Databases …

[PDF][PDF] Analysis of MFGA to extract interesting rules

M Rana, PS Mann - International Journal of Computer …, 2013 - researchgate.net
This paper presents a Genetic algorithm based association rule mining in which multi fitness
functions are used. Genetic algorithm is used for performing global search. This proposed …

Association Rule Mining Based on Density and Regional Minimum Support

KK Soni, J Agrawal, S Sharma… - 2015 Fifth International …, 2015 - ieeexplore.ieee.org
Data mining means looking for specific examples inside expansive sets of data, which
makes a considerable measure of conceivable outcomes for business administrators and …

[PDF][PDF] Analysis of MFGA based on Support Count

M Rana, PS Mann - researchgate.net
This paper presents a Genetic algorithm based association rule mining in which multi fitness
functions are used. Genetic algorithm is used for performing global search. This proposed …