Browsing by Contributor "Mas Montserrat, Daniel"

Now showing items 1-5 of 5

    • Deep learning for imputation-based feature shift correction 

      Novelle Moriano, Víctor (Universitat Politècnica de Catalunya, 2022-06-27)
      Bachelor thesis
      Restricted access - confidentiality agreement

    • Learning sketches with neural networks 

      Perera Baro, Maria (Universitat Politècnica de Catalunya, 2022-06-27)
      Bachelor thesis
      Restricted access - confidentiality agreement

    • Species-agnostic local ancestry inference with convolutions 

      Oriol Sàbat, Benet (Universitat Politècnica de Catalunya, 2021-10-29)
      Master thesis
      Open Access
      Local Ancestry Inference (LAI) is the high resolution prediction of ancestry (African, European, ...) across a DNA sequence. LAI is becoming increasingly important in DNA sequence analysis for the study of human ancestry ...

    • Unsupervised clustering for ancestry inference with neural networks 

      Dominguez Mantes, Albert (Universitat Politècnica de Catalunya, 2021-06-29)
      Bachelor thesis
      Open Access
      Covenantee:   Stanford University
      Caracteritzar les estructures genètiques de poblacions ha esdevingut cada cop més important donat que els estudis d'associació genètica i predictius s'han estès a cohorts cada cop més diversos. ADMIXTURE i STRUCTURE són ...

    • Unsupervised learning with applications in genomics 

      Geleta Geleta, Margarita (Universitat Politècnica de Catalunya, 2021-06-29)
      Bachelor thesis
      Restricted access - confidentiality agreement
      Deep variational autoencoders for population genetics: applications in classification, imputation, dimensionality reduction, and novel lossless data compression. In this study we show the power of variational autoencoders ...