Aldo Gael Carranza

Title: Aldo Gael Carranza: Innovator in Graphlet Identification and Clustering

Introduction

Aldo Gael Carranza is a notable inventor based in Stanford, CA. He has made significant contributions to the field of network analysis through his innovative patents. With a total of 2 patents, Carranza's work focuses on advanced methodologies for identifying and analyzing graph structures in heterogeneous networks.

Latest Patents

Carranza's latest patents include a system for identifying typed graphlets and a methodology for higher-order graph clustering. The first patent discloses a system that identifies and counts typed graphlets in a heterogeneous network. This system employs combinatorial relationships to identify k-node graphlets occurring between selected nodes, facilitating applications such as visitor stitching, user profiling, outlier detection, and link prediction. The second patent focuses on higher-order graph clustering, where a computing device analyzes a heterogeneous graph to determine node clusters based on a weighted typed graphlet matrix. This innovative approach preserves node-type and edge-type information, enhancing the analysis of network structures.

Career Highlights

Carranza is currently employed at Adobe, Inc., where he applies his expertise in network analysis and graph theory. His work at Adobe contributes to the development of advanced technologies that leverage graph-based methodologies for various applications.

Collaborations

Carranza collaborates with esteemed colleagues, including Ryan A Rossi and Anup Bandigadi Rao. Their combined efforts in research and development further enhance the impact of their innovations in the field.

Conclusion

Aldo Gael Carranza is a prominent figure in the realm of graphlet identification and clustering. His innovative patents and contributions to Adobe, Inc. reflect his commitment to advancing network analysis methodologies.