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5,052 research outcomes, page 1 of 506
  • publication . Doctoral thesis . 2021
    English
    Authors:
    Tueni, Nicole;
    Publisher: HAL CCSD

    The myocardium is a complex tissue, primarily made of cardiac cells and extra-cellular collagenous matrix, arranged in a hierarchical microstructure. This microstructure evolves with time, either physiologically or pathologically, altering the macroscopic mechanical pro...

  • publication . Doctoral thesis . 2021
    English
    Authors:
    Antelmi, Luigi;
    Publisher: HAL CCSD

    This thesis presents new computational tools for the joint modeling of multi-modal biomedical data, robust to missing data, with application to neuroimaging studies in dementia. The theoretical base for this work is the Variational Autoencoder (VAE), a latent variable g...

  • publication . Doctoral thesis . 2021
    English
    Authors:
    Di Palma, Luciano;
    Publisher: HAL CCSD

    In this thesis, we propose a human-in-the-loop framework for efficient model development over large data sets. In this framework, we aim to apply active learning algorithms to select a small sequence of data instances for the user to label and derive an accurate model w...

  • publication . Doctoral thesis . 2021
    English
    Authors:
    HUANG, Enhui;
    Publisher: HAL CCSD

    Faced with an increasing gap between fast growth of data and limited human ability to comprehend data, data analytics tools are now in high demand in many applications across a broad set of domains. In particular, for interactive data exploration systems, an "explore-by...

  • publication . Doctoral thesis . 2021
    English
    Authors:
    Kolcak, Juraj;
    Publisher: HAL CCSD

    The analysis of dynamics of biological regulatory networks, notably signalling and gene regulatory networks, faces the uncertainty of the exact computational model.Indeed, most of the knowledge available concerns the existence of (possibly indirect) interactions between...

  • publication . Doctoral thesis . 2021
    English
    Authors:
    Nair, Sreeja,;
    Publisher: HAL CCSD

    Designing distributed applications involves a fundamental trade-off between safety and performance as described by CAP theorem. We focus on the cases where safety is the top requirement.For the subclass of state-based distributed systems, we propose a proof methodology ...

  • publication . Doctoral thesis . 2021
    English
    Authors:
    Yarahmadi, Bahram;
    Publisher: HAL CCSD

    With the advent of Internet of things (IoT), there is a need to provide energy for a massive number of smart tiny devices without using large, heavy, and high maintenance batteries. One promising way is to harvest energy from the environment and store it into an energy ...

  • publication . Doctoral thesis . 2021
    English
    Authors:
    Colas, Cédric;
    Publisher: HAL CCSD

    Building autonomous machines that can explore large environments, discover interesting interactions and learn open-ended repertoires of skills is a long-standing goal in artificial intelligence. Inspired by the remarkable lifelong learning of humans, the field of develo...

  • publication . Doctoral thesis . 2021
    English
    Authors:
    Sintiari, Ni Luh Dewi;
    Publisher: HAL CCSD

    A hole in a graph is a chordless cycle of length at least four. A graph is even-hole-free if it does not contain any hole of even length as an induced subgraph (where a subgraph is induced if it can be obtained by deleting vertices from the original graph). The first ma...

  • publication . Doctoral thesis . 2021
    English
    Authors:
    Fouad, Imane;
    Publisher: HAL CCSD

    In this thesis, we detected and measured web tracking technologies. We further audited the legal compliance of websites within the EU data Protection legal framework by assessing their compliance with the General Data Protection Regulation (GDPR) and the ePrivacy Direct...

5,052 research outcomes, page 1 of 506