Feature Selection Using New Version of V|Shaped Transfer ...

Feature Selection Using New Version of V-Shaped Transfer ... - MDPI

This study aims to propose a binary version of a metaheuristic optimization algorithm based on Swarm Intelligence, namely the Salp Swarm Algorithm (SSA), as ...

(PDF) Feature Selection Using New Version of V-Shaped Transfer ...

The main objective is to maximize the classification performance and minimize the number of features of the phishing system. Different transfer ...

Feature Selection Using New Version of V-Shaped Transfer ...

Feature Selection Using New Version of V-Shaped Transfer Function for Salp Swarm Algorithm in Sentiment Analysis. Language: English; Authors: Kristiyanti ...

Feature Selection Using New Version of V-Shaped Transfer ... - CoLab

A dynamic Salp swarm algorithm is proposed for feature selection. • The development of novel update equation to improve solutions diversity. • ...

The Improvement of V-Shaped Transfer Function of Binary Particle ...

At first, the setting of the parameter k has been obtained by the experiments, and then the new V-shaped transfer with the optimal k value is compared with the ...

An improved hybrid chameleon swarm algorithm for feature ...

Feature selection (FS) is generally associated with the process of using a probabilistic method to select optimal feature combinations during pre-processing ...

A feature selection model using binary FOX optimization and v ...

Problems like handling a large number of features have been addressed by utilizing FOX optimization with a V-shaped transfer function for ...

A novel binary greater cane rat algorithm for feature selection

The sigmoid, also called the S-shaped transfer function, was introduced by Kennedy and Eberhart [51] to binarize the PSO in solving discrete optimization ...

S-Shaped vs. V-Shaped Transfer Functions for Ant Lion Optimization ...

[19],) were used to convert the continuous ALO to a binary version with the eventual goal of solving feature selection problems. According to Mirjalili and ...

BGOA-TVG: Binary Grasshopper Optimization Algorithm with Time ...

In this paper, a new binary grasshopper optimization algorithm using time-varying Gaussian transfer functions (BGOA-TVG) is proposed for feature selection ...

S-shaped and V-shaped transfer function - ResearchGate

Download scientific diagram | S-shaped and V-shaped transfer function from publication: Feature Selection with a Binary Flamingo Search Algorithm and a ...

S-Shaped vs. V-Shaped Transfer Functions for Ant Lion Optimization ...

It deals with selecting near optimal features in the original dataset. Feature selection is an NP-hard problem, so meta-heuristics can be more efficient than ...

Mayfly in Harmony: A New Hybrid Meta-Heuristic Feature Selection ...

An S-shaped transfer function is incorporated for converting it into a binary version of Mayfly Algorithm. When different candidate ...

Feature Selection Using Different Transfer Functions for Binary Bat ...

In this work, bat algorithm (BA), which is a new metaheuristic rule, is applied as a wrapper type of FS technique. Six different types of BA (BA-S and BA-V) are ...

Adaptive feature selection using v-shaped binary particle swarm ...

To evaluate the combined effect of different subsets in the entire feature space, an adaptive feature selection method based on V-shaped binary ...

S-shaped and V-shaped gaining-sharing knowledge-based ...

Most of the algorithms have shown excellent performance in solving feature selection problems. A recently developed metaheuristic algorithm, gaining-sharing ...

S-shaped versus V-shaped transfer functions for binary Manta ray ...

Feature selection (FS) is considered as one of the core concepts in the areas of machine learning and data mining which immensely impacts ...

S-shaped versus V-shaped transfer functions for binary Particle ...

... V-shaped transfer function for feature selection in high dimensional data ... A new V-shaped transfer function with a parameter k was used to control the ...

S-Shaped versus V-Shaped Transfer Functions for Binary Manta ...

A chaotic genetic feature selection optimization method (CGFSO) is proposed by the authors in [7]. Particle Swarm Optimization (PSO) is proposed.

S-Shaped vs. V-Shaped Transfer Functions for Antlion Optimization ...

Abstract:Feature selection is an important preprocessing step for classification problems. It deals with selecting near optimal features in ...