Multi Label · Manuel Mendoza Hurtado

2026 International Journal of Geographical Information Science

Published Journal Article Open access

Manuel Mendoza-Hurtado, Juan A. Romero-del-Castillo, Domingo Ortiz-Boyer

A supervised multi-label framework that identifies concurrent urban functions from mobile-network activity and generalises across Milan and Trento.

2026 Applied Soft Computing

Published Journal Article Open access

Nicolás E. García-Pedrajas, José Manuel Cuevas-Muñoz, Manuel Mendoza-Hurtado, Javier Pérez-Rodríguez, Aída de Haro-García

An evolutionary approach that deliberately modifies training labels to improve multi-label classification across diverse datasets and models.

2022 Engineering Applications of Artificial Intelligence

Published Journal Article

Juan A. Romero-del-Castillo, Manuel Mendoza-Hurtado, Domingo Ortiz-Boyer, Nicolás García-Pedrajas

A locally adaptive method that selects a different neighbourhood size for each prototype in multi-label k-nearest-neighbour learning.

2026 Submitted manuscript

Manuscript under review Manuscript

Manuel Mendoza-Hurtado

A spatially aware multi-label k-nearest-neighbour method that combines feature-space locality with grid adjacency.