[HTML][HTML] An overview of clustering methods with guidelines for application in mental health research

CX Gao, D Dwyer, Y Zhu, CL Smith, L Du, KM Filia… - Psychiatry …, 2023 - Elsevier
Cluster analyzes have been widely used in mental health research to decompose inter-
individual heterogeneity by identifying more homogeneous subgroups of individuals …

[HTML][HTML] COVID-19, cryptocurrencies bubbles and digital market efficiency: sensitivity and similarity analysis

G El Montasser, L Charfeddine, A Benhamed - Finance Research Letters, 2022 - Elsevier
This paper compares the degree of cryptocurrency market efficiency during the pre-and post
COVID-19 pandemic with the bubble and non-bubble periods of cryptocurrency markets …

A mutual neighbor-based clustering method and its medical applications

J Chen, X Zhu, H Liu - Computers in Biology and Medicine, 2022 - Elsevier
Clustering analysis has been widely used in various real-world applications. Due to the
simplicity of K-means, it has become the most popular clustering analysis technique in …

[HTML][HTML] A step towards a just transition in the EU: Conclusions of a regression-based energy inequality decomposition

M Kashour - Energy Policy, 2023 - Elsevier
The conceptual and regulatory framework of the European just transition does not consider
inequality in household energy consumption. This study addresses the causes of this …

Learning prevalent patterns of co-morbidities in multichronic patients using population-based healthcare data

C Seghieri, C Tortù, D Tricò, S Leonetti - Scientific Reports, 2024 - nature.com
The prevalence of longstanding chronic diseases has increased worldwide, along with the
average age of the population. As a result, an increasing number of people is affected by …

[HTML][HTML] Unravelling individual mobility temporal patterns using longitudinal smart card data

O Cats, F Ferranti - Research in Transportation Business & Management, 2022 - Elsevier
The increasing availability of longitudinal individual human mobility traces enables the
disaggregate analysis of temporal properties of mobility patterns. The objective of this study …

[HTML][HTML] Students' evaluation of academic courses: An exploratory analysis to an Italian case study

M Centoni, A Maruotti - Studies in Educational Evaluation, 2021 - Elsevier
Students' evaluations of teaching is a common practice in higher education institutions, with
the main purpose of improving course quality and effectiveness. In this paper we would like …

Analysis of cancer omics data: a selective review of statistical techniques

C Ma, M Wu, S Ma - Briefings in Bioinformatics, 2022 - academic.oup.com
Cancer is an omics disease. The development in high-throughput profiling has
fundamentally changed cancer research and clinical practice. Compared with clinical …

A primer on clustering of forest management units for reliable design-based direct estimates and model-based small area estimation

A Georgakis, D Gatziolis, G Stamatellos - Forests, 2023 - mdpi.com
This study employs clustering analysis to group forest management units using auxiliary,
satellite imagery-derived height metrics and past wall-to-wall tree census data from a …

Classification of blood rheological models through an idealized symmetrical bifurcation

K Tzirakis, Y Kamarianakis, N Kontopodis, CV Ioannou - Symmetry, 2023 - mdpi.com
The assumed rheological behavior of blood influences the hemodynamic characteristics of
numerical blood flow simulations. Until now, alternative rheological specifications have been …