Evolutionary computation for feature selection in classification: A comprehensive survey of solutions, applications and challenges
Feature selection (FS), as one of the most significant preprocessing techniques in the fields
of machine learning and pattern recognition, has received great attention. In recent years …
of machine learning and pattern recognition, has received great attention. In recent years …
A bidirectional dynamic grou** multi-objective evolutionary algorithm for feature selection on high-dimensional classification
As a key preprocessing step in classification, feature selection involves two conflicting
objectives: maximizing the classification accuracy and minimizing the number of selected …
objectives: maximizing the classification accuracy and minimizing the number of selected …
Enhancement of the performance of high-dimensional fuzzy classification with feature combination optimization
In high-dimensional classification, an important issue is how to enhance the performance of
the classification processing mechanism. Various dimensionality reduction-based …
the classification processing mechanism. Various dimensionality reduction-based …
Feature selection based on long short term memory for text classification
M Hong, H Wang - Multimedia Tools and Applications, 2024 - Springer
The selection of discriminative terms from large quantity of terms in text documents is helpful
for achieving better accuracy of text classification. To focus on the task of selecting …
for achieving better accuracy of text classification. To focus on the task of selecting …
A review of metaheuristic optimization techniques in text classification
C Kaya, ZH Kilimci, M Uysal, M Kaya - International Journal of …, 2024 - ijcesen.com
Metaheuristic algorithms, inspired by natural phenomena and human-based strategies, offer
versatile approaches to navigate diverse search spaces and adapt to dynamic …
versatile approaches to navigate diverse search spaces and adapt to dynamic …
Research on vegetable commodity pricing replenishment decision based on particle swarm algorithm
J Geng, Y Zhai, H Yao - 2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
In order to solve the problem of replenishment and pricing decisions in superstores, we
analyzed the relationship between the total sales volume and cost-plus pricing of each …
analyzed the relationship between the total sales volume and cost-plus pricing of each …
Binary Banyan Tree Growth Optimization for High-Dimensional Feature Selection
Abstract In Scientific and Technical Service resources (STSR) classification, the existence of
high-dimensional feature space results in increased computational cost and deteriorated …
high-dimensional feature space results in increased computational cost and deteriorated …