Effect of data scaling methods on machine learning algorithms and model performance

MM Ahsan, MAP Mahmud, PK Saha, KD Gupta… - Technologies, 2021 - mdpi.com
Heart disease, one of the main reasons behind the high mortality rate around the world,
requires a sophisticated and expensive diagnosis process. In the recent past, much …

Disease diagnosis using machine learning techniques: A review and classification

M Nilashi, N Ahmadi, S Samad, L Shahmoradi… - Journal of Soft …, 2020 - jscdss.com
In this research, we reviewed and classified academic conference and journal papers; which
used data mining techniques in disease classification and diagnosis based on public …

[Retracted] An Effective Machine Learning‐Based Model for an Early Heart Disease Prediction

PC Bizimana, Z Zhang, M Asim… - BioMed Research …, 2023 - Wiley Online Library
Heart disease (HD) has become a dangerous problem and one of the most significant
mortality factors worldwide, which requires an expensive and sophisticated detection …

Logistic regression prediction model for cardiovascular disease

T Ciu, RS Oetama - IJNMT (International Journal of New Media …, 2020 - ejournals.umn.ac.id
It is undeniable that cardiovascular disease is the number one cause of death in the world.
Various factors such as age, cholesterol level, and unhealthy lifestyle can trigger …

[PDF][PDF] Heart Disease Prediction Using Logistic Regression Algorithm

B Randhawan, R Jagtap, A Bhilawade… - International Journal for …, 2022 - academia.edu
Heart-a primary organ of our circulatory system. Which keeps blood that's full of oxygen
circulating throughout your body. From past two decades Heart-disease remained as a …

[PDF][PDF] A Sailfish Optimization Algorithm based Feature Selection to Diagnose Heart Disease

MO YILDIRIM, E AYDEMIR - researchgate.net
Heart diseases are considerably increasing today and it is not only seen commonly in
elderly individuals but also in middle and young age individuals. According to a worldwide …

[PDF][PDF] Developing a Hybridized Ant Colony Optimization (HACO) Algorithm: Some Considerations

KJ Adebayo, FM Aderibigbe… - Novel Research Aspects …, 2022 - academia.edu
This paper proposes a Hybridized Ant Colony Optimization (HACO) algorithm whose main
focus is based on harnessing the strengths of the AS, ACS, and MMAS previously proposed …

[PDF][PDF] Use of nature-inspired computing techniques in real world applications (2010-2019) a brief review

K Kumari, P Kaur - International Journal of Computer Applications & …, 2019 - ijcait.com
Nature-inspired computing techniques are the emerging computing techniques that have
been used in a wide sphere of applications. The study presents a brief review of some of the …