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Federated Learning: Issues in Medical Application

Artificial Intelligence, arXiv, Ciencia de Datos | 🇬🇧 Data Science, Copyright, Creative Commons, D. Learning, English, English (Articles), English (Paper), Frameworks (Article), Importan to, Inside The wall, InsidetheRss, Investigación | 🇬🇧 Research, Medicina | 🇬🇧 Medicine, Medicine, Medicine (Paper), news, Numbered, Open Access, Papers, Programación y frameworks en IA | 🇬🇧 Programming and frameworks in AI, Research, TheMedicine

In this presentation, the current issues to make federated learning flawlessly useful in the real world will be briefly overviewed. They are related to data/system heterogeneity, client management, traceability, and security. Also, we introduce the modularized federated learning framework, we currently develop, to experiment various techniques and protocols to find solutions for aforementioned issues. The […]

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AI and the Future of Skills, Volume 1

#General, Artificial Intelligence, Basic, Copyright, Ebooks, Educación | 🇬🇧 Education, English, English (Articles), English (Ebook), Ética | 🇬🇧 Ethics, General Principles and Practice, Importan to, Inside The wall, InsidetheRss, Investigación | 🇬🇧 Research, Investigation, Law and Ethics (Article), news, Numbered, OECD, Open Access, Published resource license, TheSociety

The OECD launched the Artificial Intelligence and the Future of Skills project to develop a programme that could assess the capabilities of AI and robotics and their impact on education and work. This report represents the first step in developing the methodological approach of the project.

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YOLOP: You Only Look Once for Panoptic Driving Perception

#AutonomousVehicles, Artificial Intelligence, arXiv, Autonomous Vehicles (Paper), by, Content, Creative Commons, D. Learning, English (Articles), English (Paper), Importan to, Inside The wall, InsidetheRss, Investigación | 🇬🇧 Research, Machine Learning (Article), Numbered, Open Access, Papers, RECOMMENDATIONS, Research, TheAutomotive, Vehículos autónomos | 🇬🇧 Autonomous vehicles

A panoptic driving perception system is an essential part of autonomous driving. A high-precision and real-time perception system can assist the vehicle in making the reasonable decision while driving. We present a panoptic driving perception network (YOLOP) to perform traffic object detection, drivable area segmentation and lane detection simultaneously. It is composed of one encoder

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Framework based on parameterized images on ResNet to identify intrusions in smartwatches or other related devices

Artificial Intelligence, by-nc-nd, Ciberseguridad | 🇬🇧 Cybersecurity, cybersecurity, Cybersecurity (Articles), Cybersecurity (Paper), Educación | 🇬🇧 Education, English (Articles), English (Paper), Importan to, Inside The wall, InsidetheRss, Investigación | 🇬🇧 Research, news, Numbered, Open Access, Openscience.online, Papers, Research, Spanish, TheSociety

The continuous appearance and improvement of mobile devices in the form of smartwatches, smartphones and other similar devices has led to a growing and unfair interest in putting their users under the magnifying glass and control of applications.

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Los datos como eje principal en el “Estado del arte de la ciencia de datos en el idioma español y su aplicación en el campo de la Inteligencia Artificial”

#Datascience, Artificial Intelligence, by, Creative Commons, Datascience (Paper), Español (Paper), Importan to, Inside The wall, InsidetheRss, ItvIA, news, Numbered, Open Access, Papers, Research, Spanish, TheSociety

Los resultados de este estudio son una evidencia del sesgo cultural que existe entre la lengua inglesa y la española en la ciencia de datos. De los 23.771 conjuntos de datos que se encontraron con fecha de consulta 12/04/2021, tan solo 10 se encontraban en castellano

Los datos como eje principal en el “Estado del arte de la ciencia de datos en el idioma español y su aplicación en el campo de la Inteligencia Artificial” Read More »