Junior Barrera

• Abstract

  The project to use the Institutional Infrastructure Technical Reserve for Research aims to continue the modernisation of Infrastructure to support research. The project includes:Acquisition of a central conditioner that will cool the collection of the Library of the IME, which is extremely important as they have numerous rare works. This new system will replace the old system (Chiller), w…

  Infrastructure support for institutional research., AP.RT.INST

• Abstract

  The project to use the Institutional Infrastructure Technical Reserve for Research aims to continue the modernisation of Infrastructure to support research. The project includes: scientific books; computers for laboratories; modernisation of equipments for digital video production and audio visual communication; air conditioning and corrections of a SPAD.This budget support will directly …

  Infrastructure support for institutional research., AP.RT.INST

• Abstract

  During the last decade, the Internet made radical transformations in the ways humans communicate possible. At the beginning of me 21st Century, the internet has been both refined and expanded, thereby impacting the lives of a large part of the world population. Recently, with the popularization of the cloud computing and mobile computing technologies and the increasing use of sensor netwo…

  INCT 2014: on the Internet of the Future, AP.TEM

(Only some records are available in English at this moment)

• Abstract

  The classical framework of Machine Learning is composed by a hypotheses space $\mathcal{H}$, a sample $\mathcal{D}_{N}$ and an algorithm $\mathbb{A}$, which processes $\mathcal{D}_{N}$ and returns $\hat{h}(\mathbb{A}) = \mathbb{A}(\mathcal{H},\mathcal{D}_{N})$ in $\mathcal{H}$, seeking to approximate a target hypothesis $h^{\star} \in \mathcal{H}$. In a previous study, it was proposed a n…

  Machine learning via learning spaces, from theory to practice: how the lack of data may be mitigated by high computational power, BP.PD

• Abstract

  Invasion team sports constitute a class of sports in which competition is based on the opposition between two teams, in a common space, with the aim of scoring through individual, group and collective actions. Recent methodological and technological contributions over the study of the match dynamics in these sports are limited by the lack of formalization of the theoretical assumptions ap…

  Proposal of a quantitative methodology for match analysis in invasion team sports based on a formal model of strategy: application to basketball and soccer, BP.PD
• Analysis of a stochastic control model of cell cycle gene regulation, BP.MS

(Only some records are available in English at this moment)

• Abstract

  Although modern machine learning methods, such as neural networks (NN), have brought countless benefits in the last years, the indiscriminate use of machine learning has risen issues which are often related to lack of auditability and interpretability. A lot of research effort has been put into attaining interpretability, and a growing field of research which is highly dependent on interp…

  Prior information in neural networks, BE.EP.PD