Essays about: "Ensamble learners"

Found 2 essays containing the words Ensamble learners.

1. 1. Hybrid Ensemble Methods: Interpretible Machine Learning for High Risk Aeras

   University essay from KTH/Matematisk statistik

   Author : Maria Ulvklo; [2021]
   Keywords : Interpretability; Machine Learning; Sparse Data; Ensemble; Cyber Security; High Risk Sectors; Tolkbarhet; Maskininlärning; Gles Data; Ensemblemetoder; Cybersäkerhet; Högriskområden;

   Abstract : Despite the access to enormous amounts of data, there is a holdback in the usage of machine learning in the Cyber Security field due to the lack of interpretability of ”Black­box” models and due to heterogenerous data. This project presents a method that provide insights in the decision making process in Cyber Security classification. READ MORE

3. 2. Data-driven Strain Sensor Modelling in Mining Applications : Artificial strain sensors for material fatigue estimation

   University essay from Linköpings universitet/Fordonssystem

   Author : Alex Rydén; Mattias Langsér; [2021]
   Keywords : Linear models; Machine learning; Ensamble learners; Time series; LTI; System identification; Strain estimation; Material fatigue; Data-driven modelling; Mining;

   Abstract : When boring machines are used, large loads are exerted on their structure. The load cycles cause material fatigue on the boring machine structure. If the material fatigue can be estimated in real-time, maintenance can be planned more efficiently and the effect of different types of usage can be evaluated. READ MORE