TY - THES A3 - Castillo Valdivieso, Pedro Ángel A3 - Mora García, Antonio Miguel AU - Aljawazneh, Huthaifa Riyad A4 - Universidad de Granada. Programa de Doctorado en Tecnologías de la Información y de la Comunicación PY - 2022 SN - 9788411172080 UR - http://hdl.handle.net/10481/72340 AB - Companies’ financial failure prediction is one of the most crucial real-world problems. This is because many companies are interested in forecasting their incoming financial status in order to adapt to the current financial and business environment... AB - La predicción de la quiebra de empresas se considera como un problema crítico en el mundo real, ya que muchas empresas necesitan tener previsiones de su situación financiera futura para adaptarse al entorno financiero y empresarial del momento... LA - eng PB - Universidad de Granada KW - Machine learning KW - Deep learning KW - Companies KW - Finances TI - New approaches to improve the performance of machine learning and deep learning algorithms in solving real-world problems: companies financial failure forecasting M3 - doctoral thesis ER -