Sökning: "Jacob Stachowicz"

Hittade 2 uppsatser innehållade orden Jacob Stachowicz.

  1. 1. Exploring DeepSEA CNN and DNABERT for Regulatory Feature Prediction of Non-coding DNA

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Jacob Stachowicz; [2021]
    Nyckelord :Machine Learning; Computer Science; Bioinformatics; Genomics; Transformer; Natural Language Processing; Whole Genome Sequencing; Non-codingDNA; DeepSEA; CNN; DNABert; BERT; DanQ; Biomedical Science; Computational Biology; AuROC; AUPRC; Maskininlärning; Datavetenskap; Bioinformatik; Genomik; Transformer; Språkteknologi; Helgenomsekvensering; icke-kod DNA; DeepSEA; CNN; DNABert; BERT; DanQ; Biomedicinsk vetenskap; Beräkningsbiologi; AuROC; AUPRC;

    Sammanfattning : Prediction and understanding of the regulatory effects of non-coding DNA is an extensive research area in genomics. Convolutional neural networks have been used with success in the past to predict regulatory features, making chromatin feature predictions based solely on non-coding DNA sequences. LÄS MER

  3. 2. Evaluating machine learning methods for detecting sleep arousal

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Anton Ivarsson; Jacob Stachowicz; [2019]
    Nyckelord :Machine learning; Sleep Arousal; Polysomnography; Automatic Detection; Bachelors Thesis; Big Data; Maskininlärning; Sömnstörningar; Polysomnografi; Automatisk Detektion; Kandidatuppsats; Big Data;

    Sammanfattning : Sleep arousal is a phenomenon that affects the sleep of a large amount of people. The process of predicting and classifying arousal events is done manually with the aid of certified technologists, although some research has been done on automation using Artificial Neural Networks (ANN). LÄS MER