Essays about: "Dimensional Reduction"

Showing result 21 - 25 of 114 essays containing the words Dimensional Reduction.

  1. 21. Computer Vision in Fitness: Exercise Recognition and Repetition Counting

    University essay from KTH/Matematik (Avd.)

    Author : Anna Barysheva; [2022]
    Keywords : Exercise classification; human action recognition; repetition counting; skeletal motion recognition; unsupervised machine learning; Övningsklassificering; igenkänning av mänsklig handling; upprepningsräkning; igenkänning av skelettrörelse; oövervakad maskininlärning;

    Abstract : Motion classification and action localization have rapidly become essential tasks in computer vision and video analytics. In particular, Human Action Recognition (HAR), which has important applications in clinical assessments, activity monitoring, and sports performance evaluation, has drawn a lot of attention in research communities. READ MORE

  3. 22. Adoption of Additive Manufacturing in the Food Industry : Exploring marketing, sales, and after-sales strategies for the adoption of Additive Manufacturing in the food industry.

    University essay from Uppsala universitet/Industriell teknik

    Author : Burak Erol; Maitreya Chandrashekhar Datar; [2022]
    Keywords : Additive Manufacturing; Qualitative Interview; Adoption of AM; Adoption Marketing; Sales and After-sales Strategy; Food industry; Knowledge Gap; Adoption of Additive Manufacturing;

    Abstract : Additive Manufacturing (AM) is a technology that enables to print three dimensional solid objects which can be metal, plastic, and similar. AM has a lot of advantages such as lead time reduction and reduction in the number of steps required for manufacturing compared to the traditional manufacturing (TM) method. READ MORE

  4. 23. ML-Aided Cross-Band Channel Prediction in MIMO Systems

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Alejo Pérez Gómez; [2022]
    Keywords : MIMO; Deep Learning; Machine Learning; Probabilistic Principal Component Analysis; Variational Autoencoder;

    Abstract : Wireless communications technologies have experienced an exponential development during the last decades. 5G is a prominent exponent whose one of its crucial component is the Massive MIMO technology. READ MORE

  5. 24. Embedded eigenvalues for asymptotically periodic ODE Systems

    University essay from Lunds universitet/Matematik LTH

    Author : Wilhelm Treschow; [2022]
    Keywords : embedded eigenvalue perturbation theory ODE theory; Mathematics and Statistics;

    Abstract : In this thesis we investigate the persistance of embedded eigenvalues under perturbations of a certain self-adjoint Schrödinger-type differential operator in L^2(\mathbb{R},\mathbb{R}^n), with an asymptotically periodic potential. The studied perturbations are small and belong to a certain Banach space with a specified decay rate, in particular, a weighted space of continuous matrix valued functions. READ MORE

  6. 25. Hybrid Variational Autoencoder for Clustering of Single-Cell RNA-seq Data : Introducing HybridVI, a Variational Autoencoder with two Latent Spaces

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

    Author : Sarah Narrowe Danielsson; [2022]
    Keywords : Bioinformatics; scRNAseq; Variational Autoencoder; Single-Cell Analysis; Bioinformatik; scRNAseq; Variational Autoencoder; individuell cellanalys;

    Abstract : Single-cell analysis means to analyze cells on an individual level. This individual analysis enhances the investigation of the heterogeneity among and the classification of individual cells. Single-cell analysis is a broad term and can include various measurements. READ MORE