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Publications

Towards Accurate Simulation of Global Challenges on Data Centers Infrastructures via Coupling of Models and Data Sources

International Conference on Computational Science
  • Nieto, Javier
Accurate digital twinning of the global challenges (GC) leads to computationally expensive coupled simulations.

An Approach to Support Automated Deployment of Applications on Heterogeneous Cloud-HPC Infrastructures

Sep 2020
22nd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)
  • Gorroñogoitia, Jesús
Complex applications, which include microservices, computationally intensive batch jobs, and sophisticated interaction with the external environment, demand for heterogeneous computational infrastructures that range from cloud to HPC and edge computing.

3D human big data exchange between the health and garment sectors. Lessons learned in the BodyPass project

Dec 2020
BodyPass
  • Salmerón, Sergio
  • Martínez, Iván
  • Pariente, Tomás
3D personal data is a type of data that contains useful information for product design, online sale services, medical research and patient follow-up.

Application of Artificial Intelligence Techniques for the Creation of Novel Services Based on Connected Vehicles

Jan 2021
Book: Intelligent System Solutions for Auto Mobility and Beyond
  • Elicegui, Ignacio
  • Calvo, Daniel
New technologies have been progressively integrated into vehicles during the last thirty years.

AI for dating stars: a benchmarking study for gyrochronology

Jun 2021
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  • Recio-Martínez, Jarmi
In astronomy, age is one of the most difficult stellar properties to measure, and gyrochronology is one of the most promising techniques for the task.

Analyzing Particularities of Sensor Datasets for Supporting Data Understanding and Preparation

Sep 2021
Special Issue Applied Data Science and Intelligence
  • Nieto, Javier
Data scientists spend much time with data cleaning tasks, and this is especially important when dealing with data gathered from sensors, as finding failures is not unusual (there is an abundance of research on anomaly detection in sensor data).

Common pathways and functional profiles reveal underlying patterns in Breast, Kidney and Lung cancers

May 2021
BMC – Biology Direct
  • Romera Giner, Sergio
Background: Cancer is an extremely heterogeneous disease, both intra and inter cancer types.

Functional Signatures in Non-Small-Cell Lung Cancer: A Systematic Review and Meta-Analysis of Sex-Based Differences in Transcriptomic Studies

Jan 2021
Special Issue Diagnostic and Predictive Biomarkers in Lung Cancer
  • Romera Giner, Sergio
While studies have established the existence of differences in the epidemiological and clinical patterns of lung adenocarcinoma between male and female patients, we know relatively little regarding the molecular mechanisms underlying such sex-based differences.

KRAKEN - Brokerage and Market Platform for Personal data

Jul 2021
'Fighting Cyber-Crime'
  • Pérez Baun, Juan Carlos
The EU Horizon 2020 KRAKEN project is dedicated to building a trusted and secure personal data platform enabling exchange and analytics of personal data.

Governance Mesh Approach for Cybersecurity Ecosystem

Sep 2022
Plovdiv (Bulgaria)
  • Pasic, Aljosa
Four EU pilot projects were launched in 2019 (ECHO, SPARTA, CSEU, and CONCORDIA) with the focus on specific context of EU Regulation that is establishing the European Cybersecurity Competence Centre (ECCC), together with the Network of National Coordination Centers (NCCs), and Competence communit

Current Hot Topics in Data Protection

May 2022
Big Data Value Association
  • Pérez Baun, Juan Carlos
The BDVA position paper Current Hot Topics in Data Protection summarizes the latest and emerging challenges and developments in the field, with a focus on the European Union: "The new paper introduces pr

Digital Sovereignty in Cyber Security

May 2022
  • Pasic, Aljosa
Cybersec4Europe project has been quite influential as a pilot of the Cyber Competence Network, contributing to a wide and rich community of cybersecurity stakeholders.

Engineering Resource-Efficient Data Management for Smart Cities with Apache Kafka

Sep 2022
Future Internet
  • Pariente, Tomás
In terms of the calibre and variety of services offered to end users, smart city management is undergoing a dramatic transformation.

Self-Sovereign Identity: Realising the journey from innovation to market

Dec 2023
Atos Digital Security Magazine
  • Crespo, Alberto
Self-Sovereign Identity can be considered as the most significant paradigm shift, surpassing the more established centralised and federated approaches that have shaped identity management in the past decades.

FAME: Federated Decentralized Trusted Data Marketplace for Embedded Finance

Jul 2023
IEEE
  • Lazcano, Raquel
  • Vera, Juan Manuel
Due to its multivariate and multipurpose use and reuse, data’s worth is dramatically increasing, leading to an era characterized by the generation of data marketplaces towards accessing, selling, sharing, and trading data and data assets.

A Testbed for a Nearby-Context Aware: Threat Detection and Mitigation System for Connected Vehicles

Jun 2023
IEEE / 2023 JNIC Cybersecurity Conference (JNIC)
  • Martín-Pérez, Miguel
  • de Juan Fidalgo, Pablo
  • Álvarez Romero, Antonio
  • Diaz Rodríguez, Rodrigo
The fact than more and more Cyber-Physical or IoT systems are integrated in vehicle fleets, coupled with the growing connectivity of these devices, poses a higher risk of cyber attacks, due to the increased attack surface.

Collaborative Ranking of Results in Pilot Projects for the EU Cybersecurity Competence Community

Jun 2023
IEEE/ 2023 JNIC Cybersecurity Conference (JNIC)
  • Pasic, Aljosa
Cybersecurity ecosystem in EU is a hot topic, as it relates to the recent establishment of the EU Cybersecurity Competence Centre (ECCC), the Network of National Coordination Centres (NCCs) and the Cybersecurity Community (CC).

TERME: a cyber-physical resilience toolset for risk assessment

Jun 2023
IEEE/ 2023 JNIC Cybersecurity Conference (JNIC)
  • Pasic, Aljosa
  • de Juan Fidalgo, Pablo
  • Álvarez Romero, Antonio
With the increased digitalization and adoption of cost-effective off-the-shelf components and cyber connectivity, Critical Infrastructures (CI) operators have benefited in many ways, but the attack surface has also become larger.

A hierarchical AI-based control plane solution for multitechnology deterministic networks.

Sep 2023
MobiHoc 2023
  • Cárcel, José Luis
  • et al,
Following the Industry 4.0 vision of a full digitization of the industry, time-critical services and applications, allowing network infrastructures to deliver information with determinism and reliability, are becoming more and more relevant for a set of vertical sectors.

Fostering Agricultural Transformation through AI: An Open-Source AI Architecture Exploiting the MLOps Paradigm

Jan 2024
MDPI Agronomy Journal
  • Cob, Carlos
  • Lalangui, Yerhard
  • Lazcano, Raquel
As the global population is expected to reach 10 billion by 2050, the agricultural sector faces the challenge of achieving an increase of 60% in food production without using much more land.

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