Normalization and outlier removal in class center-based firefly algorithm for missing value imputation

H Nugroho, NP Utama, K Surendro - Journal of Big Data, 2021 - Springer
A missing value is one of the factors that often cause incomplete data in almost all studies,
even those that are well-designed and controlled. It can also decrease a study's statistical …

Performance evaluation of IRI-Plas 2017 model with ionosonde data measurements of ionospheric parameters

L Endeshaw, A Seyoum - Heliyon, 2023 - cell.com
This study presents an evaluation of the performance of the International Reference
Ionosphere Model augmented with the Plasmasphere (IRI Plas 2017) from the Addis Ababa …

Kernel weighted least square approach for imputing missing values of metabolomics data

N Kumar, MA Hoque, M Sugimoto - Scientific reports, 2021 - nature.com
Mass spectrometry is a modern and sophisticated high-throughput analytical technique that
enables large-scale metabolomic analyses. It yields a high-dimensional large-scale matrix …

Modified K-nearest neighbour using proposed similarity fuzzy measure for missing data imputation on medical datasets (MKNNMBI)

BM Bai, N Mangathayaru - International Journal of Fuzzy System …, 2022 - igi-global.com
Early disease diagnosis is a burning problem in health sector, medical domain and disease
management. During analysis, quality of the data can be achieved only if the data is …

Q-FuzzyNet: A Quantum Inspired QIF-RNN and SA-FPA Optimizer for Intrusion Detection and Mitigation in Intelligent Connected Vehicles.

A Alenizi - … Journal of Advanced Computer Science & …, 2024 - search.ebscohost.com
In the evolving landscape of Intelligent Connected Vehicles (ICVs), ensuring cybersecurity is
crucial due to the increasing number of cyber threats. Besides, challenges like data …

A Study on Transcontinental Diabetes Datasets Using a Soft-Voting Ensemble Learning Approach

G Pradhan, G Thapa, R Pradhan, B Khandelwal… - … Devices and Networking, 2022 - Springer
Worldwide, diabetes mellitus (DM) is one of the primary causes of illness and death.
Diabetes has a well-established hereditary link, which is widely acknowledged. Diabetes is …

Le traitement des données manquantes dans le «Big Data» médical

B BOUDJEHEM - 2022 - dspace.univ-guelma.dz
Face à l'explosion des données qui a connu le monde ces dernières années. Tous les
domaines ont été envahi par le «Big Data» et se sont retrouver face à ses défis. Le domaine …