Biclustering data analysis: a comprehensive survey

EN Castanho, H Aidos, SC Madeira - Briefings in Bioinformatics, 2024 - academic.oup.com
Biclustering, the simultaneous clustering of rows and columns of a data matrix, has proved
its effectiveness in bioinformatics due to its capacity to produce local instead of global …

Temporal stratification of amyotrophic lateral sclerosis patients using disease progression patterns

D M. Amaral, DF Soares, M Gromicho… - Nature …, 2024 - nature.com
Identifying groups of patients with similar disease progression patterns is key to understand
disease heterogeneity, guide clinical decisions and improve patient care. In this paper, we …

[PDF][PDF] Predicting the functional rating scale and self-assessment status of ALS patients with sensor data

A Martins, D Amaral, E Castanho, D Soares, R Branco… - 2024 - ceur-ws.org
Abstract Amyotrophic Lateral Sclerosis (ALS) is a neurodegenerative disease causing
progressive loss of cognitive and motor functions. Due to limited understanding of its …

Refined allocation of power marketing service resources based on clustering analysis algorithm

X Lin, Y Ou, X Wang, S Kan, Y Mo - Proceedings of the 2023 4th …, 2023 - dl.acm.org
In order to improve the mining speed and accuracy of data mining algorithms, this paper
proposes a research on data mining algorithms based on power marketing clustering …