Comparing the Effectiveness of Machine Learning and Deep Learning Techniques for Feature Envy Detection in Software Systems

RS Menshawy, AH Yousef… - 2023 Intelligent Methods …, 2023 - ieeexplore.ieee.org
Code smells are common in poorly designed software that can hinder code maintainability.
Automatic detection of design flaws assists developers in identifying code smells in …

Using Hierarchical Agglomerative Clustering in E-Nose for Coffee Aroma Profiling: Identification, Quantification, and Disease Detection.

R Selvanarayanan, S Rajandran… - Instrumentation …, 2023 - search.ebscohost.com
Numerous coffee devotees believe that the coffee smell plays a vital role in the
coffeedrinking insight, complementing the taste and enhancing delight. In the traditional …

Analysis of Code Smells Using Machine Learning Algorithms

V Jain, R Singh, N Rai, A Gupta - International Conference on Modern …, 2023 - Springer
A code smell is a sign or indication that is introduced in the source code of a software
program during the design or implementation phases, which may lead to more significant …

Method-Level Code Smells Detection Using Machine Learning Models

S Dewangan, RS Rao - International Conference on Computational …, 2022 - Springer
Code smell detection is critical for calculating system quality and identifying issues that
require more work and development. The technique of finding wrongly developed code …

Data Preprocessing for Machine Learning Based Code Smell Detection: A Systematic Literature Review

FR Santos, R Choren - Available at SSRN 4756315 - papers.ssrn.com
Detecting code smells using machine learning presents inherent challenges due to the
unbalanced nature of the problem and susceptibility to interpretation biases. The objective of …

[PDF][PDF] Feature Reduction Techniques Based Code Smell Prediction

PS Yadav, RS Rao - i-Manager's Journal on Software …, 2022 - imanagerpublications.com
Code Smell refers to the telltale signs of poor code design that leads to software quality
issues. Developers require specific methods to measure the complexity of Code Smells in …

КОМБІНОВАНІ ПІДХОДИ ДО СТАТИЧНОГО АНАЛІЗУ КОДУ З ВИКОРИСТАННЯМ НЕЙРОННИХ МЕРЕЖ

ІА Вохранов, БВ Булах - Інфокомунікаційні та комп'ютерні …, 2023 - visn-icct.uu.edu.ua
Анотація Ця стаття презентує огляд можливих підходів до застосування нейронних
мереж в процесі статичного аналізу коду. У ній досліджується поточний стан речей у …