[HTML][HTML] Missing value imputation affects the performance of machine learning: A review and analysis of the literature (2010–2021)

MK Hasan, MA Alam, S Roy, A Dutta, MT Jawad… - Informatics in Medicine …, 2021 - Elsevier
Recently, numerous studies have been conducted on Missing Value Imputation (MVI),
intending the primary solution scheme for the datasets containing one or more missing …

A comprehensive survey of machine learning methodologies with emphasis in water resources management

M Drogkoula, K Kokkinos, N Samaras - Applied Sciences, 2023 - mdpi.com
This paper offers a comprehensive overview of machine learning (ML) methodologies and
algorithms, highlighting their practical applications in the critical domain of water resource …

Investigation of tugboat accidents severity: An application of association rule mining algorithms

E Çakır, R Fışkın, C Sevgili - Reliability Engineering & System Safety, 2021 - Elsevier
This paper aims to investigate tugboat accidents using various association rule mining
algorithms. A total of 477 tugboat accident records obtained from the Information Handling …

Healthcare predictive analytics using machine learning and deep learning techniques: a survey

M Badawy, N Ramadan, HA Hefny - Journal of Electrical Systems and …, 2023 - Springer
Healthcare prediction has been a significant factor in saving lives in recent years. In the
domain of health care, there is a rapid development of intelligent systems for analyzing …

[PDF][PDF] Water quality classification by integration of attribute-realization and support vector machine for the Chao Phraya River

CV Sillberg, P Kullavanijaya… - Journal of Ecological …, 2021 - bibliotekanauki.pl
The water quality index (WQI) is an essential indicator to manage water usage properly. This
study aimed at applying a machine learning-based approach integrating attribute-realization …

Implementasi algoritma apriori untuk analisis penjualan dengan berbasis web

A Nursikuwagus, T Hartono - … Jurnal Teknik Mesin, Elektro Dan Ilmu …, 2016 - jurnal.umk.ac.id
Transaksi penjualan merupakan suatu usaha penjualan yang dilakukan setiap menit, setiap
hari, setiap minggu bahkan bertahun-tahun. Sehingga data akan semakin menumpuk bisa …

Knowledge discovery of Middle East dust sources using Apriori spatial data mining algorithm

R Papi, S Attarchi, AD Boloorani, NN Samany - Ecological Informatics, 2022 - Elsevier
Identifying the areas susceptible to dust storm formation is one effective way of dealing with
this destructive environmental phenomenon. This study is the first attempt to employ the …

[HTML][HTML] A statistical method for predicting quantitative variables in association rule mining

S Mohammed, K Rubarth, SK Piper, F Schiefenhövel… - Information Systems, 2023 - Elsevier
Background: Association rules encode common patterns and structures identified in
datasets. They can be derived by association rule mining (ARM) algorithms. The association …

Implementasi Market Basket Analysis dengan Algoritma Apriori untuk Analisis Pendapatan Usaha Retail

IA Ashari, A Wirasto… - MATRIK: Jurnal …, 2022 - journal.universitasbumigora.ac.id
Pada era teknologi sekarang hampir semua bisnis ritel sudah menggunakan teknologi Point
of Sale (PoS), dimana semua transaksi di rekap dalam sebuah database sistem. Data yang …

[HTML][HTML] NOFACE: A new framework for irrelevant content filtering in social media according to credibility and expertise

JA Diaz-Garcia, MD Ruiz, MJ Martin-Bautista - Expert Systems with …, 2022 - Elsevier
Social networks have taken an irreplaceable role in our lives. They are used daily by
millions of people to communicate and inform themselves. This success has also led to a lot …