Nelva Nely Almanza-Ortega

Balancing effort and benefit of K-means clustering algorithms in Big Data realms

Joaquín Pérez-Ortega, Nelva Nely Almanza-Ortega, David Romero · PLoS ONE · 2018 · 35 citations · Full text

Computing, Computer Science, Data Science +12

Hybrid Fuzzy C-Means Clustering Algorithm Oriented to Big Data Realms

Joaquín Pérez-Ortega, Sandra Silvia Roblero Aguilar, Nelva Nely Almanza-Ortega et al. · Axioms · 2022 · 20 citations · Full text

Computing, Computer Science, Big Data Analytics +10

Application of Data Science for Cluster Analysis of COVID-19 Mortality According to Sociodemographic Factors at Municipal Level in Mexico

Joaquín Pérez-Ortega, Nelva Nely Almanza-Ortega, Kirvis Torres-Poveda et al. · Mathematics · 2022 · 12 citations · Full text

Public Health, Biostatistics, Data Science +17

A-means: improving the cluster assignment phase of k-means for Big Data

Joaquín Pérez-Ortega, Nelva Nely Almanza-Ortega, Jorge A. Ruíz-Vanoye et al. · 2018 · 10 citations

Computing, Computer Science, Data Science +10