Essays about: "subsampling"
Showing result 6 - 10 of 15 essays containing the word subsampling.
-
6. Subsampling Strategies for Bayesian Variable Selection and Model Averaging in GLM and BGNLM
University essay from Stockholms universitet/Statistiska institutionenAbstract : Bayesian Generalized Nonlinear Models (BGNLM) offer a flexible alternative to GLM while still providing better interpretability than machine learning techniques such as neural networks. In BGNLM, the methods of Bayesian Variable Selection and Model Averaging are applied in an extended GLM setting. READ MORE
-
7. Phylogenetic analysis of aquatic microbiomes : Evolution of the brackish microbiome
University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)Abstract : Microorganisms play crucial roles in aquatic environments in determining ecosystemstability and driving the turnover of elements essential to life. Understanding thedistribution and evolution of aquatic microorganisms will help us predict how aquaticecosystems will respond to Global Change, and such understanding can be gained bystudying these processes of the past. READ MORE
-
8. Multi-site Organ Detection in CT Images using Deep Learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : When optimizing a controlled dose in radiotherapy, high resolution spatial information about healthy organs in close proximity to the malignant cells are necessary in order to mitigate dispersion into these organs-at-risk. This information can be provided by deep volumetric segmentation networks, such as 3D U-Net. READ MORE
-
9. Using a Character-Based Language Model for Caption Generation
University essay from Linköpings universitet/Interaktiva och kognitiva systemAbstract : Using AI to automatically describe images is a challenging task. The aim of this study has been to compare the use of character-based language models with one of the current state-of-the-art token-based language models, im2txt, to generate image captions, with focus on morphological correctness. READ MORE
-
10. Automatic Registration of Point Clouds Acquired by a Sweeping Single-Pixel TCSPC Lidar System
University essay from Uppsala universitet/Avdelningen för visuell information och interaktionAbstract : This project investigates an image registration process, involving a method known as K-4PCS. This registration process was applied to a set of 16 long range lidar scans, acquired at different positions by a single pixel TCSPC (Time Correlated Single-Photon Counting) lidar system. READ MORE