06 — Reti dinamiche e link prediction
Grafi temporali, predizione collegamenti futuri, embedding di nodi (node2vec, GraphSAGE).
03 — Centralità: degree, betweenness, eigenvector, PageRank
Misure di importanza dei nodi, calcolo efficiente, applicazione a search engine e influence ranking.
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Misure di importanza dei nodi, calcolo efficiente, applicazione a search engine e influence ranking.
EU AI Act Developer Guide **Introduction** The EU AI Act is a regulation aimed at ensuring that artificial intelligence (AI) systems are developed and used in a way that respects human rights and promotes trustworthiness. As a developer, you play a crucial role in shaping the future of AI and contributing to its safe and responsible use. **Scope and Applicability** The EU AI Act applies to any organization or individual developing, deploying, or using AI systems within the European Union (EU). This includes developers, suppliers, and users of AI systems, as well as data controllers and processors. **Key Concepts** * **High-Risk AI Systems**: These are AI systems that pose a significant risk to individuals, society, or the environment. Examples include biometric identification systems, real-time facial recognition systems, and predictive policing systems. * **Low-Risk AI Systems**: These are AI systems that do not pose a significant risk to individuals, society, or the environment. Examples include language translation tools, chatbots, and virtual assistants. **XPHX0XPHX** To determine whether an AI system is high-risk or low-risk, you must conduct a thorough risk assessment. This involves identifying potential risks and mitigating measures, as well as ensuring that the AI system complies with relevant EU regulations. **XPHX1XPHX** The EU AI Act sets out specific requirements for developers of high-risk AI systems. These include: * Conducting regular audits and assessments to ensure compliance * Implementing appropriate security measures to protect against data breaches * Ensuring transparency and explainability in decision-making processes **Guidelines for Developers** To help you navigate the EU AI Act, we have developed a set of guidelines for developers. These include: * Conducting thorough risk assessments and implementing mitigating measures * Ensuring compliance with relevant EU regulations * Providing transparent and explainable decision-making processes By following these guidelines, you can ensure that your AI systems are safe, trustworthy, and compliant with the EU AI Act. **Conclusion** The EU AI Act is a critical step towards ensuring the safe and responsible use of AI. As a developer, you have a crucial role to play in shaping the future of AI and contributing to its trustworthiness. By following the guidelines outlined in this guide, you can help ensure that your AI systems are compliant with the EU AI Act and promote a safer, more trustworthy digital environment for all. **Additional Resources** For further information on the EU AI Act and its requirements, please refer to the official European Commission website or consult with a qualified legal expert.
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