Essays about: "sequence classification"

Showing result 1 - 5 of 70 essays containing the words sequence classification.

  1. 1. Nanometa Live : A real-time metagenomic analysis pipeline and interface for species classification and pathogen characterization

    University essay from Högskolan i Skövde/Institutionen för biovetenskap

    Author : Kristoffer Sandås; [2023]
    Keywords : ;

    Abstract : Metagenomics studies the totality of genomes of all species in a microbial community. It is a young, growing field with medical, industrial, and ecological applications. Abundant metagenomic data is being produced today, but there is a lack of interpretation and visualization tools. READ MORE

  3. 2. Monolingual and Cross-Lingual Survey Response Annotation

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Yahui Zhao; [2023]
    Keywords : transfer learning; zero-shot cross-lingual transfer; model-based transfer; multilingual pre-trained language models; sequence labeling; open-ended questions; democracy;

    Abstract : Multilingual natural language processing (NLP) is increasingly recognized for its potential in processing diverse text-type data, including those from social media, reviews, and technical reports. Multilingual language models like mBERT and XLM-RoBERTa (XLM-R) play a pivotal role in multilingual NLP. READ MORE

  4. 3. Decoding communication of non-human species - Unsupervised machine learning to infer syntactical and temporal patterns in fruit-bats vocalizations.

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Luigi Assom; [2023]
    Keywords : animal decision making; unsupervised machine learning; UMAP; autoencoders; classifiers; bioacoustics; combinatory syntax; animal communication;

    Abstract : Decoding non-human species communication offers a unique chance to explore alternative intelligence forms using machine learning. This master thesis focuses on discreteness and grammar, two of five linguistic areas machine learning can support, and tackles inferring syntax and temporal structures from bioacoustics data annotated with animal behavior. READ MORE

  5. 4. Microbial diversity in Swedish breeds of sheep analysed by amplicon based sequencing

    University essay from SLU/Dept. of Anatomy, Physiology and Biochemistry

    Author : Farzana Nazir; [2023]
    Keywords : Ruminants; Microbiome; NGS; Bioinformatics; Statistical Analysis; Metagenomics; Data Analysis;

    Abstract : The gastrointestinal tract (GIT) of ruminants have divergent type of microbiome provides favourable environment for their growth. In many species, these microbiome considered as important source of assessing animal health & welfare. READ MORE

  6. 5. Stationary Distribution of Markov Chain

    University essay from Uppsala universitet/Matematiska institutionen

    Author : Eleazar Neamat; [2023]
    Keywords : ;

    Abstract : Markov chain is a mathematical tool for modeling systems that evolve over time and hasbeen used in many fields such as physics, chemistry, economics, biology, and data science.This thesis contains an introduction to the theory and the applications of Markov chains,focusing on those with finite state spaces. READ MORE