Data science is a powerful field for gaining insights, comparing, and predicting behaviors
from datasets. However, the diversity of methods and hypotheses needed to abstract a …

Ventilatory pump failure is a common cause of death for patients with neuromuscular
diseases. The vital capacity plateau value (VCPLAT) is an important indicator to judge the …

This study aims to compare the one-hot-encoding method, Gower distance combined with k-
means, DBSCAN, and OPTICS algorithms, and k-prototype for clustering mixed data types …

The soil water retention curve (SWRC) provides information for a wide range of
geoenvironmental problems, such as analyses of transient two-phase flow, the bearing …

One of the things that is highly expected when collecting data is to produce complete data. In
research, incomplete data will affect the results obtained. This is due to the non-maximum …

A well-functioning street network is pivotal in the socio-economic development of a region.
Street networks not only facilitate the movement of people and goods but also allocate …

A good and correct survey business process is to select a representative sample in order to
obtain quality data. However, one of the relevant problems in data quality is the presence of …

At this time many researchers use datasets for research, in the dataset there is a lot of
important information provided to make it easier for researchers to process the data, but …

In multivariate time series (MTS), missing data will lead to inaccurate predictions. In this
paper, we propose a multivariate time series forecasting model based on bidirectional gated …

Pandemi penyakit virus corona (COVID-19) 2019 menyebabkan sejumlah besar kematian di
dunia. Skrining COVID-19 diperlukan untuk mengidentifikasi suspek positif COVID19 atau …