Type-2 fuzzy logic controller design optimization using the PSO approach for ECG prediction

M Dirik - Journal of fuzzy extension and applications, 2022 - journal-fea.com
In this study, a hybrid model for prediction issues based on IT2FLS and Particle Swarm
Optimization (PSO) is proposed. The main contribution of this work is to discover the ideal …

Predicting credit card fraud using multipurpose classification based on evolutionary rules

M Dirik - Security and Privacy, 2022 - Wiley Online Library
Due to advances in Internet technology, credit card transactions are increasing faster than
ever before. This has led to a fraud problem that affects businesses, cooperating institutions …

Fire extinguishers based on acoustic oscillations in airflow using fuzzy classification

M Dirik - Journal of fuzzy extension and applications, 2023 - journal-fea.com
Fire is a natural disaster that poses a profound existential threat to humanity. It has
traditionally been fought with conventional methods, which, unfortunately, are often fraught …

Machine learning-based lung cancer diagnosis

M Dirik - Turkish Journal of Engineering, 2023 - dergipark.org.tr
Cancer is one of the leading health problems, occurring in various organs and tissues of the
body, and its incidence is increasing worldwide. Lung cancer is one of the deadliest types of …

[PDF][PDF] Improving raisin grains classification with a hybrid PSO-NN approach

M Dirik - 1 st International Conference on Contemporary …, 2023 - academia.edu
Raisin grain classification is crucial in the food industry for maintaining product quality.
Traditional classification techniques can be labor-intensive and time-consuming, presenting …

Comparison of Various Computational Models for the Accurate Detection of Lung Cancer and Interpreting Using XAI

N Darshan, SR Darshan, A Kodipalli… - 2024 International …, 2024 - ieeexplore.ieee.org
A thorough comparison of the many computer models created to reliably identify lung cancer
is explained via this research paper. Advanced Machine-learning algorithms are …

Utilizing Firefly Algorithm-Optimized ANFIS for Estimating Engine Torque and Emissions Based on Fuel Use and Speed

M Dirik - Fuzzy Optimization and Modeling Journal, 2023 - fomj.qaemshahr.iau.ir
In this study, a method for predicting engine torque and emissions considering fuel
consumption and engine speed parameters is presented. An adaptive neuro-fuzzy inference …

[PDF][PDF] Tuning Artificial Neural Networks using Particle Swarm Optimization Algorithms for Breast Cancer Diagnosis and Prognosis.

M Dirik, M Gül - researchgate.net
Breast cancer (BC) is one of the most common cancers in women worldwide. Breast cancer
has become an important public health problem in today's society. Diagnosis and treatment …