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Proceedings, Volume 2, Issue 18

2018 XoveTIC 2018 - 41 articles

XoveTIC 2018

A Coruña, Spain | 27–28 September 2018

Issue Editors:
Ignacio Fraga, University of A Coruña, Spain
Alberto Alvarellos, University of A Coruña, Spain
Maria Montero, University of A Coruña, Spain
Javier Pereira, University of A Coruña, Spain
Manuel González Penedo, University of A Coruña, Spain

Cover Story: This issue of Proceedings gathers papers presented at XOVETIC2018 (A Coruña, Spain, 27–28 September 2018), a conference with the main goal of bringing together young researchers working in big data, artificial intelligence, Internet of Things, HPC(High-performance computing), cybersecurity, bioinformatics, natural language processing, 5G and others areas from the field of ICT(Information Communications Technology), and offering a platform to present the results of their research to a national audience in the north of Spain.
This first edition aims to serve as the basis of this event, which will be consolidated over time and acquire international projection.
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Articles (41)

  • Extended Abstract
  • Open Access
3,384 Views
4 Pages

Promoting Active aging and Quality of Life through Technological Devices

  • Laura Nieto-Riveiro,
  • Thais Pousada-García and
  • María del Carmen Miranda-Duro

18 September 2018

This abstract presents a set of projects developed by RNASA-IMEDIR research group of the Universidade da Coruña, aimed at promoting active aging, quality of life, health and personal autonomy of older people, by means of technological devices.

  • Extended Abstract
  • Open Access
2,673 Views
3 Pages

Raspberry Pimu: Raspberry Pi Based Inertial Sensor Data Processing System

  • Alberto Alvarellos,
  • Adrián Vázquez and
  • Juan Rabuñal

18 September 2018

This paper explains the architectural design and development of an application for the reception, visualization and storage of inertial sensor data provided by an inertial measurement system (IMU). The application is built to run in a Raspberry Pi eq...

  • Extended Abstract
  • Open Access
1,812 Views
2 Pages

An R Package Implementation for Statistical Modeling of Emergence Curves in Weed Science

  • Daniel Barreiro-Ures,
  • Ricardo Cao and
  • Mario Francisco-Fernández

18 September 2018

Over the last few years, the research group MODES has carried out a research line (in collaboration with researchers from the Sustainable Agriculture Institute of the CSIC in Córdoba) on statistical modeling in weed science. One of the aspects dealt...

  • Extended Abstract
  • Open Access
1,978 Views
3 Pages

18 September 2018

User-generated content published on microblogging social platforms constitutes an invaluable source of information for diverse purposes: health surveillance, business intelligence, political analysis, etc. We present an overview of our work on the fi...

  • Extended Abstract
  • Open Access
2,407 Views
4 Pages

Bandwidth Selection in Nonparametric Regression with Large Sample Size

  • Daniel Barreiro-Ures,
  • Ricardo Cao and
  • Mario Francisco-Fernández

17 September 2018

In the context of nonparametric regression estimation, the behaviour of kernel methods such as the Nadaraya-Watson or local linear estimators is heavily influenced by the value of the bandwidth parameter, which determines the trade-off between bias a...

  • Extended Abstract
  • Open Access
2,247 Views
3 Pages

Using Discrete Wavelet Transform to Model Whistle Contours for Dolphin Species Classification

  • Paula Lopez-Otero,
  • Laura Docio-Fernandez and
  • Antonio Cardenal-López

17 September 2018

This work proposes the use of features based on the discrete wavelet transform (DWT) for dolphin species classification. These features are compared with other previously used in the literature, and the experiments carried out in a database featuring...

  • Extended Abstract
  • Open Access
1 Citations
2,105 Views
3 Pages

Network Data Unsupervised Clustering to Anomaly Detection

  • Manuel López-Vizcaíno,
  • Carlos Dafonte,
  • Francisco J. Nóvoa,
  • Daniel Garabato and
  • M. A. Álvarez

17 September 2018

In these days, organizations rely on the availability and security of their communication networks to perform daily operations. As a result, network data must be analyzed in order to provide an adequate level of security and to detect anomalies or ma...

  • Extended Abstract
  • Open Access
3 Citations
2,446 Views
2 Pages

Fully Automatic Teeth Segmentation in Adult OPG Images

  • Nicolás Vila-Blanco,
  • Inmaculada Tomás and
  • María José Carreira

17 September 2018

In this work, the problem of segmenting teeth in panoramic dental images is addressed. The Random Forest Regression Voting Constrained Local Models (RFRV-CLM) are used to perform the segmentation in two steps. Firstly, a set of mandible and teeth key...

  • Extended Abstract
  • Open Access
1,761 Views
3 Pages

Reconstruction of Tomographic Images through Machine Learning Techniques

  • Xosé Fernández-Fuentes,
  • David Mera and
  • Andrés Gómez

17 September 2018

Some problems in the field of health or industry require to obtain information from the inside of a body without using invasive methods. Some techniques are able to get qualitative images. However, these images are not enough to solve some problems t...

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Proceedings - ISSN 2504-3900