TY - THES A3 - Molina Soriano, Rafael A3 - Katsaggelos, Aggelos K. AU - Morales Álvarez, Pablo A4 - Universidad de Granada. Programa de Doctorado en Física y Matemáticas PY - 2020 SN - 9788413066660 UR - http://hdl.handle.net/10481/63966 AB - In this PhD thesis we have developed different machine learning models based on Gaussian Processes. Different settings (regression, classification and crowdsourcing) are considered, and various application fields (specially remote sensing and... LA - eng PB - Universidad de Granada KW - Gaussian Processes KW - Machine learning KW - Remote sensing KW - Astrophysics TI - Development of New Machine Learning Models Based on Gaussian Processes. Applications to Remote Sensing and Astrophysics M3 - doctoral thesis ER -