Essays about: "Dimensional Reduction"

Showing result 16 - 20 of 114 essays containing the words Dimensional Reduction.

  1. 16. Benchmarking of computational methods for Spatial Transcriptomics Data analysis

    University essay from KTH/Proteinvetenskap

    Author : Nima Taherpour; [2022]
    Keywords : Spatial Transcriptomics; Scanpy; Squidpy; Giotto; Seurat;

    Abstract : Ökningen av sekvenseringsdata har skapat ett behov av att ta fram nya och flexibla analysmetoder för att kunna analysera datan. Många sekvenseringsteknologier har utvecklats genom åren, med olika syften och de är idag mer specialiserade. READ MORE

  3. 17. Tensor-Based Data Analysis For Intelligent Network

    University essay from Luleå tekniska universitet/Datavetenskap

    Author : Tareq Alqazzaz; [2022]
    Keywords : Software Defined Network; Tensor; Tensor Decomposition; Mininet; RYU Controller;

    Abstract : The ever-increasing applications of Big Data in improving networking application performancehave motivated the networking community to deploy it in SDN (Software defined network) toconstruct flexible, scalable, self-aware, and self-managing networks. The primary purpose ofthis research is to investigate the validity of tensor-decomposition, a well-knownmathematical approach for data reduction, to catch patterns in network traffic as an initialstep toward the network's intelligence. READ MORE

  4. 18. 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

  5. 19. A Cosmic View of Life on Earth : Visualizing the relationship between species DNA in a threedimensional space

    University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

    Author : Emma Segolsson; Linn Storesund; [2022]
    Keywords : visualization; DNA; openspace; primates; barcodes; PCA;

    Abstract : This master thesis project is interdisciplinary between the fields of biology, visualization, and astrophysics. The project was conducted at the American Museum of Natural History in New York in collaboration with researchers from Basel, Switzerland. READ MORE

  6. 20. An explorative study of gene expression of relevance to T cells and cancer

    University essay from KTH/Proteinvetenskap

    Author : Nagham Saleh; [2022]
    Keywords : CAR T-cells; ScRNA-seq; Cytokine; Differentiation; Scanpy; CAR T-celler; ScRNA-seq; Cytokin; Differentiering; Scanpy;

    Abstract : Cancer är den näst mest förekommande dödsorsaken i världen följt av hjärt- och kärlsjukdomar. De mest använda cancer behandlingar såsom kemoterapi är inte tillräckligt effektiva och specifika mot cancer då de även attackerar normala celler och ger upphov till flertal bieffekter. Således har immunoterapier såsom t.ex. READ MORE