TY  - JOUR 
AU  - Escuela de Ingenierias Industrial, Informática y Aeroespacial
AU  - García Ordás, María Teresa
AU  - Alaiz Moretón, Héctor
AU  - Casteleiro Roca, José Luis
AU  - Jove, Esteban
AU  - Benítez Andrades, José Alberto
AU  - García Rodríguez, Isaías
AU  - Quintián, Héctor
AU  - Calvo‐Rolle, José Luis
AU  - Ingenieria de Sistemas y Automatica
DA  - 2023/05
SN  - 0196-9722
UR  - https://hdl.handle.net/10612/18242
AB  - [EN] This work addresses the performance comparison between four clustering techniques with the objective of achieving strong hybrid models in supervised learning tasks. A real dataset from a bio-climatic house named Sotavento placed on experimental...
LA  - eng
PB  - Taylor and Francis
KW  - Informática
KW  - Ingenierías
KW  - Agglomerative Clustering
KW  - clustering
KW  - Gaussian Mixture
KW  - hybrid model
KW  - K-Means
KW  - Spectral Clustering
TI  - Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System
DO  - 10.1080/01969722.2022.2030006
T2  - Cybernetics and Systems
VL  - 54
M2  - 286
ER  -