Steve Thomas Dayton

Title: Steve Thomas Dayton: Innovator in Graphical Representation Technologies

Introduction

Steve Thomas Dayton, an accomplished inventor based in Brandon, FL, has made significant contributions to the field of network analysis and visualization technologies. With a total of two patents to his name, Dayton's work involves advanced methods for detecting undesirable activities and leveraging machine learning for visualizing complex relationships between users.

Latest Patents

Dayton's latest patents showcase his innovative approach to graphical representations. The first patent focuses on "Detecting undesirable activity based on matching parameters of groups of nodes in graphical representations." This invention outlines systems designed to identify matching parameters among clusters of nodes, which represent users linked to a particular entity. By generating graphical user interfaces that visualize interactions between users, the system can detect undesired activities through local clustering analyses.

The second patent, titled "Machine learning creation and usage of cluster visualizations," employs a machine learning algorithm for network analysis and visualization of electronic data. This patent describes methods for creating interactive visualizations that represent entities and their interactions. The algorithm not only identifies user communities but also predicts how these communities will evolve over time, allowing for dynamic representations in an engaging manner.

Career Highlights

Steve Thomas Dayton serves as an inventor at Citigroup Technology, Inc., where he applies his expertise in developing advanced technological solutions. His work at Citigroup has been instrumental in improving graphical interface technologies, which enhances the user experience and security in networked environments.

Collaborations

Throughout his career, Dayton has collaborated with notable colleagues, including Paola Gittino and William George Cormier. Together, they have driven innovation within their projects, fostering a collaborative environment that encourages creative problem-solving and technological advancements.

Conclusion

Steve Thomas Dayton stands out as a significant contributor to the field of graphical representation technologies. With his innovative patents and collaborative spirit, he continues to pave the way for enhanced network analysis and visualization solutions, making impactful strides in the technology sector.