Chronic Diseases Prediction Using Machine Learning With Data Preprocessing Handling: A Critical Review

NG Ramadhan, W Maharani, AA Gozali - IEEE Access, 2024 - ieeexplore.ieee.org
According to the World Health Organization (WHO), some chronic diseases such as
diabetes mellitus, stroke, cancer, cardiac vascular, kidney failure, and hypertension are …

Co-free and low strain cathode materials for sodium-ion batteries: Machine learning-based materials discovery

M Kim, WH Yeo, K Min - Energy Storage Materials, 2024 - Elsevier
Sodium-ion batteries (SIBs) are promising alternatives to lithium-ion batteries (LIBs) owing to
their cost-effectiveness and similar intercalation mechanisms. Layered transition metal …

Analisa Perbandingan Teknik Oversampling Smote Pada Imbalanced Data

C Haryawan, YMK Ardhana - Jurnal Informatika …, 2023 - e-journal.stmiklombok.ac.id
Data tidak seimbang atau lebih sering disebut imbalanced data, adalah kondisi pada saat
data memiliki rasio yang tidak seimbang antara satu kelas dengan kelas yang lain …

BranchLabelNet: Anatomical Human Airway Labeling Approach using a Dividing-and-Grouping Multi-Label Classification

NK Chau, TT Ma, WJ Kim, CH Lee, GY Jin… - Medical & Biological …, 2024 - Springer
Anatomical airway labeling is crucial for precisely identifying airways displaying symptoms
such as constriction, increased wall thickness, and modified branching patterns, facilitating …

Improvement of Imbalanced Data Handling: A Hybrid Sampling Approach by using Adaptive Synthetic Sampling and Tomek links

F Nhita, I Kurniawan - 2023 Eighth International Conference …, 2023 - ieeexplore.ieee.org
Nowadays, the imbalanced data problem is still a crucial issue in classifying, especially in
the medical data domain. For this reason, in this study, we propose a hybrid sampling …

A Comparison of Genetic Algorithm Operators for the Seat Allocation Problem

SK Chandra, SP Kamble, SS Dalvi… - … on Advances in …, 2022 - ieeexplore.ieee.org
One of the major aspects of conducting an examination is ensuring proper seating
arrangement. Exam seat allocation is a tedious task and is often done manually …