Essays about: "latent semantics"

Showing result 1 - 5 of 7 essays containing the words latent semantics.

  1. 1. Clustering SQL-queries using unsupervised machine learning

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Thomas Schmidt; [2022]
    Keywords : unsupervised machine learning; machine learning; SQL; AI; clustering;

    Abstract : Decerno has created a business system that utilizes Microsoft's Entity Framework (EF) which is an object-database mapper. It can automatically generate SQL queries from code written in C#. Some of these queries has started to display significant increase in query response time which require further examination. READ MORE

  3. 2. Basil-GAN

    University essay from KTH/Matematisk statistik

    Author : Jonatan Risberg; [2022]
    Keywords : GAN; mathematical statistics; deep neural networks; generative models; latent space exploration; sequential data; GAN; matematisk statistik; djupa neurala nätverk; generativa modeller; utforskning av latenta rum; sekventiell data;

    Abstract : Developments in computer vision has sought to design deep neural networks which trained on a large set of images are able to generate high quality artificial images which share semantic qualities with the original image set. A pivotal shift was made with the introduction of the generative adversarial network (GAN) by Goodfellow et al.. READ MORE

  4. 3. Recognising Moral Foundations in Online Extremist Discourse : A Cross-Domain Classification Study

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Anne Fleur van Luenen; [2020]
    Keywords : text mining; moral foundations; twitter; BERT; Word2Vec; latent semantics; extremism; natural language processing; ;

    Abstract : So far, studies seeking to recognise moral foundations in texts have been relatively successful (Araque et al., 2019; Lin et al., 2018; Mooijman et al., 2017; Rezapouret al. READ MORE

  5. 4. Discerning truck stop semantics through latent space clustering

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

    Author : Rohin Mohanadas; [2018]
    Keywords : ;

    Abstract : GPS systems have been in use for navigational purposes for almost three decades and have found their way into location tracking systems. The principal, Scania has a fleet of 300 thousand connected vehicles sending in position information. READ MORE

  6. 5. Analysis of similarity and differences between articles using semantics

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Ahmed Bihi; [2017]
    Keywords : Natural language processing; similarity; semantic analysis; computer science;

    Abstract : Adding semantic analysis in the process of comparing news articles enables a deeper level of analysis than traditional keyword matching. In this bachelor’s thesis, we have compared, implemented, and evaluated three commonly used approaches for document-level similarity. READ MORE