Browsing by Author "Geleta Geleta, Margarita"
Perera, M.; Mas Montserrat, Daniel; Barrabés Torrella, Míriam; Geleta Geleta, Margarita; Giró Nieto, Xavier; Ioannidis, Alexander (2022)
Restricted access - publisher's policyThe generation of synthetic genomic sequences using neural networks has potential to ameliorate privacy and data sharing concerns and to mitigate potential bias within datasets due to under-representation of some population ...
Geleta Geleta, Margarita; Puntí Álvarez, Cristina; McGuinness, Kevin; Pons Puig, Jordi; Canton Ferrer, Cristian; Giró Nieto, Xavier (Institute of Electrical and Electronics Engineers (IEEE), 2022)
Open AccessSteganography comprises the mechanics of hiding data in a host media that may be publicly available. While previous works focused on unimodal setups (e.g., hiding images in images, or hiding audio in audio), PixInWav targets ...
Geleta Geleta, Margarita (Universitat Politècnica de Catalunya, 2021-06-29)
Restricted access - confidentiality agreementDeep 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 ...