Essays about: "Probabilistic graphical models"

Showing result 1 - 5 of 8 essays containing the words Probabilistic graphical models.

  1. 1. Analyzing a New Method for Estimating Strength Classes in Existing RC Structures

    University essay from KTH/Transportplanering

    Author : Gabriel Matli; Veronica Soulaka; [2023]
    Keywords : ;

    Abstract : This master thesis focuses on validating the Graphical Concrete Strength Class (GCSC) method on a large scale. The GCSC method is an empirical approach for assessing the concrete strength class of existing reinforced concrete structures. READ MORE

  3. 2. Sum-Product Network in the context of missing data

    University essay from KTH/Matematisk statistik

    Author : Pierre Clavier; [2020]
    Keywords : Statistics; Mixture model; Probabilistic Graphical Models; Statistik; Probabilistiska grafiska modeller;

    Abstract : In recent years, the interest in new Deep Learning methods has increased considerably due to their robustness and applications in many fields. However, the lack of interpretability of these models and the lack of theoretical knowledge about them raises many issues. It is in this context that sum product network models have emerged. READ MORE

  4. 3. Probabilistic prediction of the behaviour of cyber attackers

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

    Author : Pablo Camacho Gonzalez; [2020]
    Keywords : ;

    Abstract : Probabilistic graphical models are one of the most important tools used to learnfrom data and make decisions. Data analysis and representation methods arehighly used in cyber security as a powerful way to find understanding andimprove as cyber crime advances and cyber attacks become smarter. READ MORE

  5. 4. Basal Metabolic Rate (BMR) estimation using Probabilistic Graphical Models

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Zara Jackson; [2019]
    Keywords : Basal Metabolic Rate; Resting Metabolic Rate; Dynamic Bayesian Networks; Temporal Models; Food Tracking; Calories; Obesity; Pymc3; Probabilistic Programming;

    Abstract : Obesity is a growing problem globally. Currently 2.3 billion adults are overweight, and this number is rising. The most common method for weight loss is calorie counting, in which to lose weight a person should be in a calorie deficit. READ MORE

  6. 5. Latent variable neural click models for web search

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

    Author : Henrik Svebrant; [2018]
    Keywords : web search; click modeling; machine learning; recurrent neural networks; artificial neural networks;

    Abstract : User click modeling in web search is most commonly done through probabilistic graphical models. Due to the successful use of machine learning techniques in other fields of research, it is interesting to evaluate how machine learning can be applied to click modeling. READ MORE