A comprehensive review of clustering techniques in artificial intelligence for knowledge discovery: Taxonomy, challenges, applications and future prospects
Clustering is a set of essential mathematical techniques in artificial intelligence and machine
learning for analyzing massive amounts of data generated by applications. Clustering uses …
learning for analyzing massive amounts of data generated by applications. Clustering uses …
Clustering methods in rheumatic and musculoskeletal disease research: an educational guide to best research practices
S Chin, JE Collins - The Journal of Rheumatology, 2024 - jrheum.org
Clinical manifestations and disease progression often exhibit significant variability among
patients with rheumatic diseases, complicating diagnosis and treatment strategies. A better …
patients with rheumatic diseases, complicating diagnosis and treatment strategies. A better …
[HTML][HTML] Assessing demographic and socioeconomic susceptibilities to heatwaves in the Southeastern United Kingdom
As climate change intensifies, the frequency and intensity of heatwaves are rising to pose
significant health risks. Population vulnerability, influenced by socioeconomic and …
significant health risks. Population vulnerability, influenced by socioeconomic and …
Streamflow drought onset and severity explained by non‐linear responses between climate‐catchment and land surface processes
Abstract Knowledge of drought onset and its relationship with drought severity (deficit
volume) is crucial for providing timely information for reservoir operations, irrigation …
volume) is crucial for providing timely information for reservoir operations, irrigation …
Novel sleep phenotypic profiles associated with incident atrial fibrillation in a large clinical cohort
Background While sleep disorders are implicated in atrial fibrillation (AF), the interplay of
physiologic alterations and symptoms remains unclear. Sleep-based phenotypes can …
physiologic alterations and symptoms remains unclear. Sleep-based phenotypes can …
The Arabidopsis splicing factor PORCUPINE/SmE1 orchestrates temperature‐dependent root development via auxin homeostasis maintenance
Appropriate abiotic stress response is pivotal for plant survival and makes use of multiple
signaling molecules and phytohormones to achieve specific and fast molecular adjustments …
signaling molecules and phytohormones to achieve specific and fast molecular adjustments …
Onset of a conceptual outline map to get a hold on the jungle of cluster analysis
I Van Mechelen, C Hennig… - … Reviews: Data Mining …, 2024 - Wiley Online Library
The domain of cluster analysis is a meeting point for a very rich multidisciplinary encounter,
with cluster‐analytic methods being studied and developed in discrete mathematics …
with cluster‐analytic methods being studied and developed in discrete mathematics …
[HTML][HTML] Data-driven assessment of VI diagrams for inference on pantograph quantities waveform distortion in AC railways
This work proposes an application of unsupervised deep learning (DL) on 2-D images
containing VI diagrams of measured railway pantograph quantities to find patterns in …
containing VI diagrams of measured railway pantograph quantities to find patterns in …
Capturing the clinical complexity in young people presenting to primary mental health services: a data-driven approach
AimsThe specific and multifaceted service needs of young people have driven the
development of youth-specific integrated primary mental healthcare models, such as the …
development of youth-specific integrated primary mental healthcare models, such as the …
[HTML][HTML] Artificial intelligence in perinatal mental health research: A sco** review
ABSTRACT The intersection of Artificial Intelligence (AI) and perinatal mental health
research presents promising avenues, yet uncovers significant challenges for innovation …
research presents promising avenues, yet uncovers significant challenges for innovation …