This inventor holds 1 USPTO granted patent. Top assignee: Hughes Aircraft Company. Active years: 1991.
Company Filing History:
Years Active: 1991
Title: Michael D Banach: Innovator in Data Clustering Technology
Introduction
Michael D Banach is a notable inventor based in Ann Arbor, MI (US). He has made significant contributions to the field of data clustering through his innovative techniques and systems. His work is particularly relevant in the era of big data, where effective data analysis is crucial.
Latest Patents
Michael D Banach holds a patent for an invention titled "Adaptive Clusterer." This invention relates to a technique and system for clustering a set of data points in a data field. Clustering is performed by a set of rules that make no assumptions about the data fields. The invention calculates a distance R that is a function of the distances between each pair of points in a data field. Operating on a chosen point, a parameter is calculated for each neighboring point within distance R from the chosen point. This parameter is proportional to the distance of the neighboring point to the chosen point. The chosen point P is then connected to a neighboring point based on this parameter. All points are operated on as the new chosen point, allowing additional points to be linked in a similar manner. This process results in a tree-structure of connected points, forming the desired clustering. Points that do not have other points within distance R will not be clustered or linked.
Career Highlights
Michael D Banach is currently employed at Hughes Aircraft Company, where he continues to develop innovative solutions in technology. His work has been instrumental in advancing the capabilities of data analysis and clustering techniques.
Collaborations
One of his notable coworkers is Paul L Feintuch, with whom he has likely collaborated on various projects within the company.
Conclusion
Michael D Banach's contributions to data clustering technology through his patent for the Adaptive Clusterer highlight his innovative spirit and dedication to advancing the field. His work at Hughes Aircraft Company continues to influence the way data is analyzed and utilized in various applications.