Essays about: "Modelloptimering"

Found 3 essays containing the word Modelloptimering.

  1. 1. Counterfactual and Causal Analysis for AI-based Modulation and Coding Scheme Selection

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

    Author : Kun Hao; [2023]
    Keywords : Explainable Artificial Intelligence; Counterfactual; Causal Analysis; Shapley Additive Explanations; Modulation and Coding Scheme; Förklarlig artificiell intelligens; kontrafaktisk analys; orsaksanalys; Shapley tillsatsförklaringar; modulerings och kodningsschema;

    Abstract : Artificial Intelligence (AI) has emerged as a transformative force in wireless communications, driving innovation to address the complex challenges faced by communication systems. In this context, the optimization of limited radio resources plays a crucial role, and one important aspect is the Modulation and Coding Scheme (MCS) selection. READ MORE

  3. 2. Exploring the Correlation Between Reading Ability and Mathematical Ability : KTH Master thesis report

    University essay from KTH/Lärande

    Author : Richard Sol; Alexander Rasch; [2023]
    Keywords : Reading ability; Mathematical ability; Model optimization; Eye-tracking; Correlation between mathematics and reading; Machine-learning models; Reading Fluency; Reading comprehension; Formative assessment; Ordinal Regression; Spearman’s correlation coefficient; Grid search.; Läsförmåga; Matematisk förmåga; Modelloptimering; Ögonspårning; Korrelation mellan matematik och läsning; Maskininlärningsmodeller; Läsflyt; Läsförståelse; Formativ bedömning; Ordinal regression; Spearmans korrelationskoefficient; Rutnätssökning.;

    Abstract : Reading and mathematics are two essential subjects for academic success and cognitive development. Several studies show a correlation between the reading ability and mathematical ability of pupils (Korpershoek et al., 2015; Ní Ríordáin & O’Donoghue, 2009; Reikerås, 2006; Walker et al., 2008). READ MORE

  4. 3. Maximizing the performance of point cloud 4D panoptic segmentation using AutoML technique

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

    Author : Teng Ma; [2022]
    Keywords : LiDAR perception; 4D panoptic segmentation; Hyperparameter Optimization; Deep learning; Automated Machine Learning; LiDAR-uppfattning; 4D-panoptisk segmentering; hyperparameteroptimering; djupinlärning; automatiserad maskininlärning;

    Abstract : Environment perception is crucial to autonomous driving. Panoptic segmentation and objects tracking are two challenging tasks, and the combination of both, namely 4D panoptic segmentation draws researchers’ attention recently. READ MORE