Essays about: "XAI i trådlösa system"

Found 2 essays containing the words XAI i trådlösa system.

1. 1. XAI-assisted Radio Resource Management: Feature selection and SHAP enhancement

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Nicolás Sibuet Ruiz; [2022]
   Keywords : Deep Learning; Explainable Artficial Intelligence; 5G; Model Reduction; Deep Learning; Förklarlig AI; 5G; Modellreduktion;

   Abstract : With the fast development of radio technologies, wireless systems have become more convoluted. This complexity, accompanied by an increase of the number of connections, is translated into a need for more parameters to analyse and decisions to take at each instant. READ MORE

3. 2. Explainable Artificial Intelligence for Radio Resource Management Systems : A diverse feature importance approach

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Alexandru-Daniel Marcu; [2022]
   Keywords : Explainable artificial intelligence XAI ; Explainability pipeline; Feature importance; Kernel SHAP; CERTIFAI; Anchors; XAI in wireless systems; XAI for radio resource management; Förklarande artificiell intelligens XAI ; Förklarande pipeline; Prediktor betydelse; Kernel SHAP; CERTIFAI; Anchors; XAI i trådlösa system; XAI för radioresurshantering;

   Abstract : The field of wireless communications is arguably one of the most rapidly developing technological fields. Therefore, with each new advancement in this field, the complexity of wireless systems can grow significantly. READ MORE