Due to the large quantity of available information as well as the huge computational power achieved today, the application of Artificial Intelligence (AI) in computer programs has become, now more than ever, much popular. ...

In recent years, the Guttmann Institute has incorporated an intelligent assistant as a predicted and personalized decision support system (PPDSS). This PPDSS helps plan rehabilitation sessions for patients suffering from ...

We propose a machine translation architecture based on autoencoders and a shared interlingua representation that produce comparable results to state of the art systems. Also we define evaluation and visualization strategies ...

We establish critical discussion on the problem of Semantic Inpainting in still images of humans. We present a Dataset for this task as well as analyze the performance of current SOTA methods on it. We also present a novel ...

We consider a case of covariate shift where prior causal inference or expert knowledge has identified some features as effects, and show how this setting, when analysed from a causal perspective, gives rise to a semi-generative ...

Eye gaze is an important non-verbal cue in human-human and human-machine interactions. In this master thesis, we explore optical ow as a new feature of temporal information added to face and eyes to perform 3D gaze ...

We propose an architecture for detecting patterns in genomic rearrangements that may cause cancer. We use an unsupervised clustering method based on Kernel Density Estimation function and Graph Mining techniques for pattern ...