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Publications

Synthetic Images in People Detection: Balancing Effectiveness and Ethical Imperatives

Mar 2024
TEMA project's website
  • Fragachan, Eleonor
In recent years, the development and refinement of artificial intelligence (AI) technologies have revolutionised various fields, including computer vision.

Stack and Stick are in Stock

Mar 2024
CROSSCON website (blog)
  • Pasic, Aljosa
The CROSSCON is a research project that targets developing research ideas into practical techniques and supporting prototypes, and the level of ambition is to validate results in lab conditions that are representative of a complex IoT system (i.e., technology readiness levels TRL 4 and TRL5).

CyberSec4Europe - Securing and Preserving Privacy Sharing Health Data

Apr 2023
ERCIM News
  • Cortés Carreras, Raquel
  • Pérez Baun, Juan Carlos
  • Villegas Jiménez, Miryam
In the context of EU Horizon 2020 CyberSec4Europe project the medical data exchange demonstrator creates a trusted ecosystem for sharing medical data in a secure and privacy preserving manner.

Leveraging Large Language Models for Financial Predictions

Apr 2024
FAME project blog
  • Lazcano, Raquel
  • Vera, Juan Manuel
  • Aguilar, Miguel Ángel
In the world of finance, where every decision can have significant ramifications, the possibility of predicting market movements is invaluable. Traditionally, analysts have relied on a combination of data analysis, market trends, and expert insights to make informed predictions.

UAV AI Remote Inspection. Unleashing the power of V-LLM?

May 2024
Project SUNRISE's blog
  • Triviño, Mario
It is widely known that we are living through a historic moment in the field of artificial intelligence (AI), capturing the attention of the entire world with spectacular results across multiple application fields, especially in text and image generation.

How does resilience relate to risk

Apr 2024
Project SUNRISE's blog
  • Pasic, Aljosa
"Risk and resilience are interconnected concepts. In fact, one of our goals in SUNRISE is to integrate resilience metrics with risk metrics.

Flexible robots for intelligent automation of precision agriculture operations

Apr 2024
CORDIS - EU Research Results
  • Lazcano, Raquel
Artificial intelligence helps coordinate precision agriculture tasks

Concepts and Design Innovations addressing the Digital Transformation of Data Spaces and Marketplaces

Jun 2024
River Publishers
  • Martínez, Iván
  • et al,
i3-MARKET Book Series - Part I: A Vision to the future of Data-Driven Economy

Systems and Implemented Technologies for Data-Driven Innovation, addressing Data Spaces and Marketplaces Semantic Interoperability Needs

Jun 2024
River Publishers
  • Martínez, Iván
i3-MARKET Series - Part II: Data Economy, Models, Technologies and Solutions

Technical Innovation, solving the Data Spaces and Marketplaces Interoperability Problems for the Global Data-Driven Economy

Jun 2024
River Publishers
  • Martínez, Iván
i3-MARKET Series - Part III: The i3-MARKET FOSS Handbook 

Developing a Reference Architecture for the Continuum - Concept, Taxonomy and Building Blocks

Oct 2023
EUCEI initiative - https://eucloudedgeiot.eu
  • López, Lara
Cloud and edge computing are essential technologies in a computing continuum to ensure data is managed more efficiently – closer to the originating source rather than transmitting raw data to data centres. As recent studies suggest, data processing is moving closer to the edge.

Functional View of the Continuum Reference Architecture: Minimum set of expected functionalities

Jun 2024
EUCEI initiative - https://eucloudedgeiot.eu
  • López, Lara
This is the second document of a series of three defining a reference architecture for the continuum. In the previous one, different building blocks were identified setting the path for the different aspects to be taken into account while defining the architecture.

Compositional View of the Continuum Reference Architecture: graphical representation of common and potential capabilities

Jun 2024
EUCEI initiative - https://eucloudedgeiot.eu/
  • López, Lara
This is the last document of a series of 3 for designing a Reference Architecture for the continuum. The first document of the series presented an initial version of a common taxonomy, considering it as a unified language for all actors of the value chain.

A Security Services Management Architecture Toward Resilient 6G Wireless and Computing Ecosystem

Jul 2024
IEEE Access - Early Access
  • Martrat, Josep
  • Diaz Rodríguez, Rodrigo
The upcoming sixth-generation (6G) networks are expected to be more heterogeneous, scalable, reliable, secure and energy-efficient.

A Framework for Cognitive, Decentralized Container Orchestration

May 2024
IEEE Access Volume 12
  • Martrat, Josep
This perspective paper introduces a novel framework for container orchestration called CODECO.

A data infrastructure for heterogeneous telemetry adaptation. Application to Netflow-based cryptojacking detection

Mar 2024
26th Conference on Innovation in Clouds, Internet and Networks
  • Moreno, Alejandro
The increasing development of cryptocurrencies has brought cryptojacking as a new security threat in which attackers steal computing resources for cryptomining.

Leveraging Network Data Analytics Function and Machine Learning for Data Collection, Resource Optimization, Security and Privacy in 6G Networks

Jan 2024
IEEE Access Volume 12
  • Martrat, Josep
The full deployment of sixth-generation (6G) networks is inextricably connected with a holistic network redesign able to deal with various emerging challenges, such as integration of heterogeneous technologies and devices, as well as support of latency and bandwidth demanding applications.

A Blockchain-based Trust Management Collaborative System for Transport Multi-stakeholder Scenarios

Jul 2023
IEEE Journal of Optical Communications and Networking
  • Martrat, Josep
A trend in future networks (i.e., beyond 5G and 6G) is the increasing virtualization and disaggregation of networks (i.e., Open Radio Access Network, network function virtulization/software-defined networking, or disaggregated optical networks, among others).

5G-PPP Software Network Working Group - Network Applications: Opening up 5G and Beyond networks

Jul 2023
5G Infrastructure Public Private Partnership (5G PPP)
  • Martrat, Josep
Network Applications is seen as a full-potential enabler for future vertical industries beyond current deployment. Therefore, it must be considered along with other 6G enabling technologies in the next-generation network architecture.

Mixed Approach for Bike Availability Forecast

Jul 2023
IADIS International Conference e-Health 2023 (part of MCCSIS 2023)
  • Sevillano, Ignacio
A proposal for a predictive analysis model for bike-sharing systems based on a mixed model of statistical and machine-learning approaches.The model assumes a Poisson distribution on bike station arrival and departures.

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