This inventor holds 12 USPTO granted patents and 4 published patent applications. Top assignees: Accenture Global Solutions Limited, International Business Machines Corporation. Active years: 2012-2025.
Company Filing History:
9 out of 1,638 
3 out of 166,264 
Years Active: 2012-2025
Title: The Innovative Mind of Jeremiah Patrick Hayes
Introduction
Jeremiah Patrick Hayes is a notable inventor based in Dublin, Ireland. He has made significant contributions to the field of knowledge graphs and privacy protection, holding a total of 12 patents. His work focuses on enhancing data privacy and improving the efficiency of knowledge graph processing.
Latest Patents
Hayes' latest patents include groundbreaking technologies such as "Applying a k-anonymity model to protect node level privacy in knowledge graphs" and "Transferring information through knowledge graph embeddings." The first patent describes a device that processes a knowledge graph to select a set of triples, generating a first class based on these triples. It determines the quantity of quasi-identifier attributes and compares this to a predefined parameter. The device then embeds the knowledge graph to create an embedding space representation, identifying additional classes and merging them to generate anonymized nodes. The second patent involves a device that receives a knowledge graph and SMILE data, training embeddings based on the knowledge graph. It generates graph embeddings for the SMILE data and combines them to create a latent-embedding space, ultimately decoding this space to identify new compounds.
Career Highlights
Throughout his career, Hayes has worked with prominent companies such as Accenture Global Solutions Limited and IBM. His experience in these organizations has allowed him to refine his skills and contribute to innovative projects that push the boundaries of technology.
Collaborations
Hayes has collaborated with talented individuals in his field, including Nicholas McCarthy and Freddy Lecue. These partnerships have fostered a creative environment that encourages the exchange of ideas and the development of cutting-edge solutions.
Conclusion
Jeremiah Patrick Hayes is a distinguished inventor whose work in knowledge graphs and privacy protection has made a significant impact in the field. His innovative patents and collaborations highlight his commitment to advancing technology and ensuring data privacy.