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Intelligent explanations for mobile network traffic predictors

Commercialization and system architecture of fifth-generation (5G) networks has entered a stable phase and the evolution of 5G networks into...

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Domain-Specific Serverless Computing across Edge-to-Cloud Continuum

During the past decade, human beings experienced the prevalence of communication through various digital devices. While we can call the...

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Privacy-Preserving Machine Learning

Enabling open circulation of training labeled data in industrial environments may improve many machine learning based processes that are currently...

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Was mobility a good predictor of COVID cases in Havana's first wave?

I will present an overview of the results of analyzing mobile phone data to create population mobility models in Cuba....

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Towards a Human-centric Data Economy

Data is becoming an indispensable production factor for the modern economy, matching or exceeding in importance traditional factors such as...

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Compact local certification of graph classes

There are more and more distributed algorithms specially designed to work on specific graph classes, such as interval graphs or...

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Who makes the Internet? A longitudinal analysis of the IETF

Operation of the Internet requires interoperability between networks, systems, and applications, as well as cooperation among a growing number of...

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Securing Federated Sensitive Topic Classification against Poisoning Attacks

We present a Federated Learning (FL) based solution for building a distributed classifier capable of detecting URLs containing sensitive content,...

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Seminario destacado: The Machine Learning Data Center is a Cancer: What is the Cure?

The vast majority of machine learning (ML) occurs today in a data center. But there is a very real possibility...

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PhD Thesis defense: Algorithms for robust indoor localization and sensing using off-the-shelf devices

Localization has been mainly an optional feature of cellular networks since they have been designed for communication and many location-based...

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